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ORCIDShih-Fu Chang
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- affiliation: Columbia University, New York City, USA
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2020 – today
- 2025
[j116]Kung-Hsiang Huang
, Hou Pong Chan, May Fung, Haoyi Qiu, Mingyang Zhou, Shafiq Joty, Shih-Fu Chang, Heng Ji:
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models. IEEE Trans. Knowl. Data Eng. 37(5): 2550-2568 (2025)- [c396]Hammad A. Ayyubi, Xuande Feng, Junzhang Liu, Xudong Lin, Zhecan Wang, Shih-Fu Chang:
PuzzleGPT: Emulating Human Puzzle-Solving Ability for Time and Location Prediction. NAACL (Findings) 2025: 2099-2116 - [i132]Hammad A. Ayyubi, Junzhang Liu, Ali Asgarov, Zaber Ibn Abdul Hakim, Najibul Haque Sarker, Zhecan Wang, Chia-Wei Tang, Hani Alomari, Md. Atabuzzaman, Xudong Lin, Naveen Reddy Dyava, Shih-Fu Chang, Chris Thomas:
ENTER: Event Based Interpretable Reasoning for VideoQA. CoRR abs/2501.14194 (2025) - [i131]Hammad A. Ayyubi, Xuande Feng, Junzhang Liu, Xudong Lin, Zhecan Wang, Shih-Fu Chang:
PuzzleGPT: Emulating Human Puzzle-Solving Ability for Time and Location Prediction. CoRR abs/2501.14210 (2025) - 2024
- [c395]Hammad A. Ayyubi, Christopher Thomas, Lovish Chum, Rahul Lokesh, Long Chen, Yulei Niu, Xudong Lin, Xuande Feng, Jaywon Koo, Sounak Ray, Shih-Fu Chang:
Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities. AAAI 2024: 17664-17672 - [c394]Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang, Heng Ji:
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning. ACL (Findings) 2024: 730-749 - [c393]Brian Chen, Nina Shvetsova, Andrew Rouditchenko, Daniel Kondermann, Samuel Thomas, Shih-Fu Chang, Rogério Feris, James R. Glass, Hilde Kuehne:
What, When, and Where? Self-Supervised Spatio- Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions. CVPR 2024: 18419-18429 - [c392]Jiawei Ma, Po-Yao Huang, Saining Xie, Shang-Wen Li, Luke Zettlemoyer, Shih-Fu Chang, Wen-Tau Yih, Hu Xu:
MoDE: CLIP Data Experts via Clustering. CVPR 2024: 26344-26353 - [c391]Ali Zare, Yulei Niu, Hammad A. Ayyubi, Shih-Fu Chang:
RAP: Retrieval-Augmented Planner for Adaptive Procedure Planning in Instructional Videos. ECCV (77) 2024: 410-426 - [c390]Xudong Lin, Ali Zare, Shiyuan Huang, Ming-Hsuan Yang, Shih-Fu Chang, Li Zhang:
Personalized Video Comment Generation. EMNLP (Findings) 2024: 16806-16820 - [c389]Hammad A. Ayyubi, Tianqi Liu, Arsha Nagrani, Xudong Lin, Mingda Zhang, Anurag Arnab, Feng Han, Yukun Zhu, Xuande Feng, Kevin Zhang, Jialu Liu, Shih-Fu Chang:
VIEWS: Entity-Aware News Video Captioning. EMNLP 2024: 20220-20239 - [c388]Xudong Lin, Manling Li, Richard S. Zemel, Heng Ji, Shih-Fu Chang:
Training-free Deep Concept Injection Enables Language Models for Video Question Answering. EMNLP 2024: 22399-22416 - [c387]Yulei Niu, Wenliang Guo, Long Chen, Xudong Lin, Shih-Fu Chang:
SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos. ICLR 2024 - [c386]Haoxuan You, Haotian Zhang, Zhe Gan, Xianzhi Du, Bowen Zhang, Zirui Wang, Liangliang Cao, Shih-Fu Chang, Yinfei Yang:
Ferret: Refer and Ground Anything Anywhere at Any Granularity. ICLR 2024 - [c385]Junzhang Liu, Zhecan Wang, Hammad A. Ayyubi, Haoxuan You, Chris Thomas, Rui Sun, Shih-Fu Chang, Kai-Wei Chang:
Detecting Multimodal Situations with Insufficient Context and Abstaining from Baseless Predictions. ACM Multimedia 2024: 8402-8411 - [c384]Zhecan Wang, Junzhang Liu, Chia-Wei Tang, Hani Alomari, Anushka Sivakumar, Rui Sun, Wenhao Li, Md. Atabuzzaman, Hammad A. Ayyubi, Haoxuan You, Alvi Md. Ishmam, Kai-Wei Chang, Shih-Fu Chang, Christopher Thomas:
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images. NeurIPS 2024 - [i130]Yulei Niu, Wenliang Guo, Long Chen, Xudong Lin, Shih-Fu Chang:
SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos. CoRR abs/2403.01599 (2024) - [i129]Kung-Hsiang Huang, Hou Pong Chan, Yi Ren Fung, Haoyi Qiu, Mingyang Zhou, Shafiq Joty, Shih-Fu Chang, Heng Ji:
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models. CoRR abs/2403.12027 (2024) - [i128]Ali Zare, Yulei Niu, Hammad A. Ayyubi, Shih-Fu Chang:
RAP: Retrieval-Augmented Planner for Adaptive Procedure Planning in Instructional Videos. CoRR abs/2403.18600 (2024) - [i127]Haotian Zhang, Haoxuan You, Philipp Dufter, Bowen Zhang, Chen Chen, Hong-You Chen, Tsu-Jui Fu, William Yang Wang, Shih-Fu Chang, Zhe Gan, Yinfei Yang:
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models. CoRR abs/2404.07973 (2024) - [i126]Jiawei Ma, Po-Yao Huang, Saining Xie, Shang-Wen Li, Luke Zettlemoyer, Shih-Fu Chang, Wen-Tau Yih, Hu Xu:
MoDE: CLIP Data Experts via Clustering. CoRR abs/2404.16030 (2024) - [i125]Junzhang Liu, Zhecan Wang, Hammad A. Ayyubi, Haoxuan You, Christopher Thomas, Rui Sun, Shih-Fu Chang, Kai-Wei Chang:
Detecting Multimodal Situations with Insufficient Context and Abstaining from Baseless Predictions. CoRR abs/2405.11145 (2024) - [i124]Jiawei Ma, Yulei Niu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang:
WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization. CoRR abs/2405.18405 (2024) - [i123]Zhecan Wang, Junzhang Liu, Chia-Wei Tang, Hani Alomari, Anushka Sivakumar, Rui Sun, Wenhao Li, Md. Atabuzzaman, Hammad A. Ayyubi, Haoxuan You, Alvi Md. Ishmam, Kai-Wei Chang, Shih-Fu Chang, Chris Thomas:
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images. CoRR abs/2409.12953 (2024) - 2023
- [c383]Guang Yang, Manling Li, Jiajie Zhang, Xudong Lin, Heng Ji, Shih-Fu Chang:
Video Event Extraction via Tracking Visual States of Arguments. AAAI 2023: 3136-3144 - [c382]Rui Sun, Zhecan Wang, Haoxuan You, Noel Codella, Kai-Wei Chang, Shih-Fu Chang:
UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding. ACL (Findings) 2023: 778-793 - [c381]Mingyang Zhou, Yi Ren Fung, Long Chen, Christopher Thomas, Heng Ji, Shih-Fu Chang:
Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs. ACL (Findings) 2023: 1314-1326 - [c380]Yu Zhou, Sha Li, Manling Li, Xudong Lin, Shih-Fu Chang, Mohit Bansal, Heng Ji:
Non-Sequential Graph Script Induction via Multimedia Grounding. ACL (1) 2023: 5529-5545 - [c379]Hammad A. Ayyubi, Rahul Lokesh, Alireza Zareian, Bo Wu, Shih-Fu Chang:
Learning from Children: Improving Image-Caption Pretraining via Curriculum. ACL (Findings) 2023: 13378-13386 - [c378]Jiawei Ma, Yulei Niu, Jincheng Xu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang:
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection. CVPR 2023: 3208-3218 - [c377]Andrew Lu, Xudong Lin, Yulei Niu, Shih-Fu Chang:
In Defense of Structural Symbolic Representation for Video Event-Relation Prediction. CVPR Workshops 2023: 4940-4950 - [c376]Hung-Ting Su, Yulei Niu, Xudong Lin, Winston H. Hsu, Shih-Fu Chang:
Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering. CVPR Workshops 2023: 4951-4960 - [c375]Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang:
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval. CVPR 2023: 14846-14855 - [c374]Han Lin, Guangxing Han, Jiawei Ma, Shiyuan Huang, Xudong Lin, Shih-Fu Chang:
Supervised Masked Knowledge Distillation for Few-Shot Transformers. CVPR 2023: 19649-19659 - [c373]Zhecan Wang, Long Chen, Haoxuan You, Keyang Xu, Yicheng He, Wenhao Li, Noel Codella, Kai-Wei Chang, Shih-Fu Chang:
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond. EMNLP (Findings) 2023: 8598-8617 - [c372]Haoxuan You, Rui Sun, Zhecan Wang, Long Chen, Gengyu Wang, Hammad A. Ayyubi, Kai-Wei Chang, Shih-Fu Chang:
IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models. EMNLP (Findings) 2023: 11289-11303 - [c371]Yuncong Yang, Jiawei Ma, Shiyuan Huang, Long Chen, Xudong Lin, Guangxing Han, Shih-Fu Chang:
TempCLR: Temporal Alignment Representation with Contrastive Learning. ICLR 2023 - [c370]Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik:
PreViTS: Contrastive Pretraining with Video Tracking Supervision. WACV 2023: 1560-1570 - [i122]Andrew Lu, Xudong Lin, Yulei Niu, Shih-Fu Chang:
In Defense of Structural Symbolic Representation for Video Event-Relation Prediction. CoRR abs/2301.03410 (2023) - [i121]Jiawei Ma, Yulei Niu, Jincheng Xu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang:
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection. CoRR abs/2303.09674 (2023) - [i120]Han Lin, Guangxing Han, Jiawei Ma, Shiyuan Huang, Xudong Lin, Shih-Fu Chang:
Supervised Masked Knowledge Distillation for Few-Shot Transformers. CoRR abs/2303.15466 (2023) - [i119]Brian Chen, Nina Shvetsova, Andrew Rouditchenko, Daniel Kondermann, Samuel Thomas, Shih-Fu Chang, Rogério Feris, James R. Glass, Hilde Kuehne:
What, when, and where? - Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions. CoRR abs/2303.16990 (2023) - [i118]Hung-Ting Su, Yulei Niu, Xudong Lin, Winston H. Hsu, Shih-Fu Chang:
Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering. CoRR abs/2304.03754 (2023) - [i117]Haoxuan You, Rui Sun, Zhecan Wang, Long Chen, Gengyu Wang, Hammad A. Ayyubi, Kai-Wei Chang, Shih-Fu Chang:
IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models. CoRR abs/2305.14985 (2023) - [i116]Hammad A. Ayyubi, Rahul Lokesh, Alireza Zareian, Bo Wu, Shih-Fu Chang:
Learning from Children: Improving Image-Caption Pretraining via Curriculum. CoRR abs/2305.17540 (2023) - [i115]Yu Zhou, Sha Li, Manling Li, Xudong Lin, Shih-Fu Chang, Mohit Bansal, Heng Ji:
Non-Sequential Graph Script Induction via Multimedia Grounding. CoRR abs/2305.17542 (2023) - [i114]Mingyang Zhou, Yi R. Fung, Long Chen, Christopher Thomas, Heng Ji, Shih-Fu Chang:
Enhanced Chart Understanding in Vision and Language Task via Cross-modal Pre-training on Plot Table Pairs. CoRR abs/2305.18641 (2023) - [i113]Rui Sun, Zhecan Wang, Haoxuan You, Noel Codella, Kai-Wei Chang, Shih-Fu Chang:
UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding. CoRR abs/2307.00862 (2023) - [i112]Haoxuan You, Haotian Zhang, Zhe Gan, Xianzhi Du, Bowen Zhang, Zirui Wang, Liangliang Cao, Shih-Fu Chang, Yinfei Yang:
Ferret: Refer and Ground Anything Anywhere at Any Granularity. CoRR abs/2310.07704 (2023) - [i111]Zhecan Wang, Long Chen, Haoxuan You, Keyang Xu, Yicheng He, Wenhao Li, Noel Codella, Kai-Wei Chang, Shih-Fu Chang:
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond. CoRR abs/2310.14670 (2023) - [i110]Shiyuan Huang, Robinson Piramuthu, Vicente Ordonez, Shih-Fu Chang, Gunnar A. Sigurdsson:
Characterizing Video Question Answering with Sparsified Inputs. CoRR abs/2311.16311 (2023) - [i109]Hammad A. Ayyubi, Tianqi Liu, Arsha Nagrani, Xudong Lin, Mingda Zhang, Anurag Arnab, Feng Han, Yukun Zhu, Jialu Liu, Shih-Fu Chang:
Video Summarization: Towards Entity-Aware Captions. CoRR abs/2312.02188 (2023) - [i108]Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi R. Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang, Heng Ji:
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning. CoRR abs/2312.10160 (2023) - 2022
- [j115]Mang Ye, Jianbing Shen, Xu Zhang, Pong C. Yuen, Shih-Fu Chang:
Augmentation Invariant and Instance Spreading Feature for Softmax Embedding. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 924-939 (2022) - [j114]Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Shih-Fu Chang:
Beyond Triplet Loss: Meta Prototypical N-Tuple Loss for Person Re-identification. IEEE Trans. Multim. 24: 4158-4169 (2022) - [c369]Guangxing Han, Shiyuan Huang, Jiawei Ma, Yicheng He, Shih-Fu Chang:
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment. AAAI 2022: 780-789 - [c368]Zhecan Wang, Haoxuan You, Liunian Harold Li, Alireza Zareian, Suji Park, Yiqing Liang, Kai-Wei Chang, Shih-Fu Chang:
SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning. AAAI 2022: 5914-5922 - [c367]Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander G. Schwing, Heng Ji:
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding. AAAI 2022: 11200-11208 - [c366]Jianhang Chen, Xu Zhang, Yue Wu, Shalini Ghosh, Pradeep Natarajan, Shih-Fu Chang, Jan P. Allebach:
One-Stage Object Referring with Gaze Estimation. CVPR Workshops 2022: 5017-5026 - [c365]Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Shih-Fu Chang:
Few-Shot Object Detection with Fully Cross-Transformer. CVPR 2022: 5311-5320 - [c364]Shiyuan Huang, Jiawei Ma, Guangxing Han, Shih-Fu Chang:
Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition. CVPR 2022: 7161-7170 - [c363]Xudong Lin, Fabio Petroni, Gedas Bertasius, Marcus Rohrbach, Shih-Fu Chang, Lorenzo Torresani:
Learning To Recognize Procedural Activities with Distant Supervision. CVPR 2022: 13843-13853 - [c362]Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang:
CLIP-Event: Connecting Text and Images with Event Structures. CVPR 2022: 16399-16408 - [c361]Jiawei Ma, Guangxing Han, Shiyuan Huang, Yuncong Yang, Shih-Fu Chang:
Few-Shot End-to-End Object Detection via Constantly Concentrated Encoding Across Heads. ECCV (26) 2022: 57-73 - [c360]Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan:
Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training. ECCV (27) 2022: 69-87 - [c359]Christopher Thomas, Yipeng Zhang, Shih-Fu Chang:
Fine-Grained Visual Entailment. ECCV (36) 2022: 398-416 - [c358]Shiyuan Huang, Robinson Piramuthu, Shih-Fu Chang, Gunnar A. Sigurdsson:
Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy. ECCV Workshops (5) 2022: 738-754 - [c357]Haoxuan You, Rui Sun, Zhecan Wang, Kai-Wei Chang, Shih-Fu Chang:
Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding. EMNLP (Findings) 2022: 5444-5454 - [c356]Zhecan Wang, Haoxuan You, Yicheng He, Wenhao Li, Kai-Wei Chang, Shih-Fu Chang:
Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense. EMNLP 2022: 9212-9224 - [c355]Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad A. Ayyubi, Heng Ji, Shih-Fu Chang:
Weakly-Supervised Temporal Article Grounding. EMNLP 2022: 9402-9413 - [c354]Gourav Datta, Tyler Etchart, Vivek Yadav, Varsha Hedau, Pradeep Natarajan, Shih-Fu Chang:
Asd-Transformer: Efficient Active Speaker Detection Using Self And Multimodal Transformers. ICASSP 2022: 4568-4572 - [c353]Jiawei Ma, Xu Zhang, Yue Wu, Varsha Hedau, Shih-Fu Chang:
Few-Shot Gaze Estimation with Model Offset Predictors. ICASSP 2022: 4893-4897 - [c352]Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji:
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners. NeurIPS 2022 - [i107]Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang:
CLIP-Event: Connecting Text and Images with Event Structures. CoRR abs/2201.05078 (2022) - [i106]Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Jianwei Yang, Xiyang Dai, Bin Xiao, Haoxuan You, Shih-Fu Chang, Lu Yuan:
CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks. CoRR abs/2201.05729 (2022) - [i105]Xudong Lin, Fabio Petroni, Gedas Bertasius, Marcus Rohrbach, Shih-Fu Chang, Lorenzo Torresani:
Learning To Recognize Procedural Activities with Distant Supervision. CoRR abs/2201.10990 (2022) - [i104]Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Shih-Fu Chang:
Few-Shot Object Detection with Fully Cross-Transformer. CoRR abs/2203.15021 (2022) - [i103]Christopher Thomas, Yipeng Zhang, Shih-Fu Chang:
Fine-Grained Visual Entailment. CoRR abs/2203.15704 (2022) - [i102]Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Rama Chellappa, Shih-Fu Chang:
Multimodal Few-Shot Object Detection with Meta-Learning Based Cross-Modal Prompting. CoRR abs/2204.07841 (2022) - [i101]Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Xiyang Dai, Bin Xiao, Jianwei Yang, Haoxuan You, Kai-Wei Chang, Shih-Fu Chang, Lu Yuan:
Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks. CoRR abs/2204.10496 (2022) - [i100]Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji:
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners. CoRR abs/2205.10747 (2022) - [i99]Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang:
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval. CoRR abs/2206.02082 (2022) - [i98]Hammad A. Ayyubi, Christopher Thomas, Lovish Chum, Rahul Lokesh, Yulei Niu, Xudong Lin, Long Chen, Jaywon Koo, Sounak Ray, Shih-Fu Chang:
Multimodal Event Graphs: Towards Event Centric Understanding of Multimodal World. CoRR abs/2206.07207 (2022) - [i97]Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan:
Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training. CoRR abs/2207.12661 (2022) - [i96]Shiyuan Huang, Robinson Piramuthu, Shih-Fu Chang, Gunnar A. Sigurdsson:
Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy. CoRR abs/2210.08391 (2022) - [i95]Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad A. Ayyubi, Heng Ji, Shih-Fu Chang:
Weakly-Supervised Temporal Article Grounding. CoRR abs/2210.12444 (2022) - [i94]Guang Yang, Manling Li, Jiajie Zhang, Xudong Lin, Shih-Fu Chang, Heng Ji:
Video Event Extraction via Tracking Visual States of Arguments. CoRR abs/2211.01781 (2022) - [i93]Zhecan Wang, Haoxuan You, Yicheng He, Wenhao Li, Kai-Wei Chang, Shih-Fu Chang:
Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense. CoRR abs/2211.05895 (2022) - [i92]Haoxuan You, Rui Sun, Zhecan Wang, Kai-Wei Chang, Shih-Fu Chang:
Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding. CoRR abs/2212.06971 (2022) - [i91]Yuncong Yang, Jiawei Ma, Shiyuan Huang, Long Chen, Xudong Lin, Guangxing Han, Shih-Fu Chang:
TempCLR: Temporal Alignment Representation with Contrastive Learning. CoRR abs/2212.13738 (2022) - 2021
- [j113]Yulei Niu, Hanwang Zhang, Zhiwu Lu, Shih-Fu Chang:
Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions. IEEE Trans. Pattern Anal. Mach. Intell. 43(1): 347-359 (2021) - [c351]Long Chen, Wenbo Ma, Jun Xiao, Hanwang Zhang, Shih-Fu Chang:
Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding. AAAI 2021: 1036-1044 - [c350]Yi R. Fung, Christopher Thomas, Revanth Gangi Reddy, Sandeep Polisetty, Heng Ji, Shih-Fu Chang, Kathleen R. McKeown, Mohit Bansal, Avi Sil:
InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection. ACL/IJCNLP (1) 2021: 1683-1698 - [c349]Sijie Song, Xudong Lin, Jiaying Liu, Zongming Guo, Shih-Fu Chang:
Co-Grounding Networks With Semantic Attention for Referring Expression Comprehension in Videos. CVPR 2021: 1346-1355 - [c348]Xudong Lin, Gedas Bertasius, Jue Wang, Shih-Fu Chang, Devi Parikh, Lorenzo Torresani:
Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs. CVPR 2021: 7005-7015 - [c347]Alireza Zareian, Kevin Dela Rosa, Derek Hao Hu, Shih-Fu Chang:
Open-Vocabulary Object Detection Using Captions. CVPR 2021: 14393-14402 - [c346]Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji, Shih-Fu Chang:
Joint Multimedia Event Extraction from Video and Article. EMNLP (Findings) 2021: 74-88 - [c345]Guangxing Han, Yicheng He, Shiyuan Huang, Jiawei Ma, Shih-Fu Chang:
Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks. ICCV 2021: 3243-3252 - [c344]Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie W. Boggust, Rameswar Panda, Brian Kingsbury, Rogério Feris, David Harwath, James R. Glass, Michael Picheny, Shih-Fu Chang:
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos. ICCV 2021: 7992-8001 - [c343]Jiawei Ma, Hanchen Xie, Guangxing Han, Shih-Fu Chang, Aram Galstyan, Wael Abd-Almageed:
Partner-Assisted Learning for Few-Shot Image Classification. ICCV 2021: 10553-10562 - [c342]Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Shih-Fu Chang:
Uncertainty-Aware Few-Shot Image Classification. IJCAI 2021: 3420-3426 - [c341]Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Yi R. Fung, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed Elsayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych:
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation. NAACL-HLT (Demonstrations) 2021: 66-77 - [c340]Haoyang Wen, Ying Lin, Tuan Manh Lai, Xiaoman Pan, Sha Li, Xudong Lin, Ben Zhou, Manling Li, Haoyu Wang, Hongming Zhang, Xiaodong Yu, Alexander Dong, Zhenhailong Wang, Yi Ren Fung, Piyush Mishra, Qing Lyu, Dídac Surís, Brian Chen, Susan Windisch Brown, Martha Palmer, Chris Callison-Burch, Carl Vondrick, Jiawei Han, Dan Roth, Shih-Fu Chang, Heng Ji:
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System. NAACL-HLT (Demonstrations) 2021: 133-143 - [c339]Liunian Harold Li, Haoxuan You, Zhecan Wang, Alireza Zareian, Shih-Fu Chang, Kai-Wei Chang:
Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions. NAACL-HLT 2021: 5339-5350 - [c338]Hassan Akbari, Liangzhe Yuan, Rui Qian, Wei-Hong Chuang, Shih-Fu Chang, Yin Cui, Boqing Gong:
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text. NeurIPS 2021: 24206-24221 - [i90]Xudong Lin, Gedas Bertasius, Jue Wang, Shih-Fu Chang, Devi Parikh, Lorenzo Torresani:
VX2TEXT: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs. CoRR abs/2101.12059 (2021) - [i89]Sijie Song, Xudong Lin, Jiaying Liu, Zongming Guo, Shih-Fu Chang:
Co-Grounding Networks with Semantic Attention for Referring Expression Comprehension in Videos. CoRR abs/2103.12346 (2021) - [i88]Guangxing Han, Shiyuan Huang, Jiawei Ma, Yicheng He, Shih-Fu Chang:
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment. CoRR abs/2104.07719 (2021) - [i87]Hassan Akbari, Liangzhe Yuan, Rui Qian, Wei-Hong Chuang, Shih-Fu Chang, Yin Cui, Boqing Gong:
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text. CoRR abs/2104.11178 (2021) - [i86]Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie W. Boggust, Rameswar Panda, Brian Kingsbury, Rogério Schmidt Feris, David Harwath, James R. Glass, Michael Picheny, Shih-Fu Chang:
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos. CoRR abs/2104.12671 (2021) - [i85]Jiawei Ma, Hanchen Xie, Guangxing Han, Shih-Fu Chang, Aram Galstyan, Wael Abd-Almageed:
Partner-Assisted Learning for Few-Shot Image Classification. CoRR abs/2109.07607 (2021) - [i84]Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji, Shih-Fu Chang:
Joint Multimedia Event Extraction from Video and Article. CoRR abs/2109.12776 (2021) - [i83]Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik:
PreViTS: Contrastive Pretraining with Video Tracking Supervision. CoRR abs/2112.00804 (2021) - [i82]Zhecan Wang, Haoxuan You, Liunian Harold Li, Alireza Zareian, Suji Park, Yiqing Liang, Kai-Wei Chang, Shih-Fu Chang:
SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning. CoRR abs/2112.08587 (2021) - [i81]Guangxing Han, Yicheng He, Shiyuan Huang, Jiawei Ma, Shih-Fu Chang:
Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks. CoRR abs/2112.09791 (2021) - [i80]Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander G. Schwing, Heng Ji:
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding. CoRR abs/2112.10728 (2021) - 2020
- [j112]Xu Zhang, Zhaohui H. Sun, Svebor Karaman, Shih-Fu Chang:
Discovering Image Manipulation History by Pairwise Relation and Forensics Tools. IEEE J. Sel. Top. Signal Process. 14(5): 1012-1023 (2020) - [c337]Brian Chen, Bo Wu, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang:
General Partial Label Learning via Dual Bipartite Graph Autoencoder. AAAI 2020: 10502-10509 - [c336]Manling Li, Alireza Zareian, Ying Lin, Xiaoman Pan, Spencer Whitehead, Brian Chen, Bo Wu, Heng Ji, Shih-Fu Chang, Clare R. Voss, Daniel Napierski, Marjorie Freedman:
GAIA: A Fine-grained Multimedia Knowledge Extraction System. ACL (demo) 2020: 77-86 - [c335]Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang:
Cross-media Structured Common Space for Multimedia Event Extraction. ACL 2020: 2557-2568 - [c334]Alireza Zareian, Svebor Karaman, Shih-Fu Chang:
Weakly Supervised Visual Semantic Parsing. CVPR 2020: 3733-3742 - [c333]Dídac Surís, Dave Epstein, Heng Ji, Shih-Fu Chang, Carl Vondrick:
Learning to Learn Words from Visual Scenes. ECCV (29) 2020: 434-452 - [c332]Alireza Zareian, Svebor Karaman, Shih-Fu Chang:
Bridging Knowledge Graphs to Generate Scene Graphs. ECCV (23) 2020: 606-623 - [c331]Alireza Zareian, Zhecan Wang, Haoxuan You, Shih-Fu Chang:
Learning Visual Commonsense for Robust Scene Graph Generation. ECCV (23) 2020: 642-657 - [c330]Xudong Lin, Lin Ma, Wei Liu, Shih-Fu Chang:
Context-Gated Convolution. ECCV (18) 2020: 701-718 - [c329]Di Lu, Ananya Subburathinam, Heng Ji, Jonathan May, Shih-Fu Chang, Avirup Sil, Clare R. Voss:
Cross-lingual Structure Transfer for Zero-resource Event Extraction. LREC 2020: 1976-1981 - [c328]Xavier Alameda-Pineda, Miriam Redi, Jahna Otterbacher, Nicu Sebe, Shih-Fu Chang:
FATE/MM 20: 2nd International Workshop on Fairness, Accountability, Transparency and Ethics in MultiMedia. ACM Multimedia 2020: 4761-4762 - [i79]Brian Chen, Bo Wu, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang:
General Partial Label Learning via Dual Bipartite Graph Autoencoder. CoRR abs/2001.01290 (2020) - [i78]Alireza Zareian, Svebor Karaman, Shih-Fu Chang:
Bridging Knowledge Graphs to Generate Scene Graphs. CoRR abs/2001.02314 (2020) - [i77]Alireza Zareian, Svebor Karaman, Shih-Fu Chang:
Weakly Supervised Visual Semantic Parsing. CoRR abs/2001.02359 (2020) - [i76]Tongtao Zhang, Heng Ji, Shih-Fu Chang, Marjorie Freedman:
Training with Streaming Annotation. CoRR abs/2002.04165 (2020) - [i75]Yang Feng, Futang Peng, Xu Zhang, Wei Zhu, Shanfeng Zhang, Howard Zhou, Zhen Li, Tom Duerig, Shih-Fu Chang, Jiebo Luo:
Unifying Specialist Image Embedding into Universal Image Embedding. CoRR abs/2003.03701 (2020) - [i74]Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang:
Cross-media Structured Common Space for Multimedia Event Extraction. CoRR abs/2005.02472 (2020) - [i73]Bo Xu, Xu Zhang, Zhixin Li, Matthew J. Leotta, Shih-Fu Chang, Jie Shan:
Deep Learning Guided Building Reconstruction from Satellite Imagery-derived Point Clouds. CoRR abs/2005.09223 (2020) - [i72]Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Shih-Fu Chang:
Rethinking Classification Loss Designs for Person Re-identification with a Unified View. CoRR abs/2006.04991 (2020) - [i71]Alireza Zareian, Haoxuan You, Zhecan Wang, Shih-Fu Chang:
Learning Visual Commonsense for Robust Scene Graph Generation. CoRR abs/2006.09623 (2020) - [i70]Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed Elsayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych:
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation. CoRR abs/2007.00576 (2020) - [i69]Bo Wu, Haoyu Qin, Alireza Zareian, Carl Vondrick, Shih-Fu Chang:
Analogical Reasoning for Visually Grounded Language Acquisition. CoRR abs/2007.11668 (2020) - [i68]Long Chen, Wenbo Ma, Jun Xiao, Hanwang Zhang, Wei Liu, Shih-Fu Chang:
Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding. CoRR abs/2009.01449 (2020) - [i67]Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Shih-Fu Chang:
Uncertainty-Aware Few-Shot Image Classification. CoRR abs/2010.04525 (2020) - [i66]Liunian Harold Li, Haoxuan You, Zhecan Wang, Alireza Zareian, Shih-Fu Chang, Kai-Wei Chang:
Weakly-supervised VisualBERT: Pre-training without Parallel Images and Captions. CoRR abs/2010.12831 (2020) - [i65]Hassan Akbari, Hamid Palangi, Jianwei Yang, Sudha Rao, Asli Celikyilmaz, Roland Fernandez, Paul Smolensky, Jianfeng Gao, Shih-Fu Chang:
Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language. CoRR abs/2011.09530 (2020) - [i64]Alireza Zareian, Kevin Dela Rosa, Derek Hao Hu, Shih-Fu Chang:
Open-Vocabulary Object Detection Using Captions. CoRR abs/2011.10678 (2020) - [i63]Shiyuan Huang, Jiawei Ma, Guangxing Han, Shih-Fu Chang:
Task-Adaptive Negative Class Envision for Few-Shot Open-Set Recognition. CoRR abs/2012.13073 (2020)
2010 – 2019
- 2019
- [j111]Hongzhi Li, Joseph G. Ellis, Lei Zhang, Shih-Fu Chang:
Automatic visual pattern mining from categorical image dataset. Int. J. Multim. Inf. Retr. 8(1): 35-45 (2019) - [j110]Yulei Niu, Zhiwu Lu, Ji-Rong Wen, Tao Xiang, Shih-Fu Chang:
Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation. IEEE Trans. Image Process. 28(4): 1720-1731 (2019) - [j109]Xavier Alameda-Pineda, Miriam Redi, Mohammad Soleymani, Nicu Sebe, Shih-Fu Chang, Samuel D. Gosling:
Special Section on Multimodal Understanding of Social, Affective, and Subjective Attributes. ACM Trans. Multim. Comput. Commun. Appl. 15(1s): 11:1-11:3 (2019) - [c327]Zheng Shou, Xudong Lin, Yannis Kalantidis, Laura Sevilla-Lara, Marcus Rohrbach, Shih-Fu Chang, Zhicheng Yan:
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition. CVPR 2019: 1268-1277 - [c326]Matthew J. Leotta, Chengjiang Long, Bastien Jacquet, Matthieu Zins, Dan Lipsa, Jie Shan, Bo Xu, Zhixin Li, Xu Zhang, Shih-Fu Chang, Matthew Purri, Jia Xue, Kristin J. Dana:
Urban Semantic 3D Reconstruction From Multiview Satellite Imagery. CVPR Workshops 2019: 1451-1460 - [c325]Yuan Liu, Lin Ma, Yifeng Zhang, Wei Liu, Shih-Fu Chang:
Multi-Granularity Generator for Temporal Action Proposal. CVPR 2019: 3604-3613 - [c324]Mang Ye, Xu Zhang, Pong C. Yuen, Shih-Fu Chang:
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature. CVPR 2019: 6210-6219 - [c323]Hassan Akbari, Svebor Karaman, Surabhi Bhargava, Brian Chen, Carl Vondrick, Shih-Fu Chang:
Multi-Level Multimodal Common Semantic Space for Image-Phrase Grounding. CVPR 2019: 12476-12486 - [c322]Ananya Subburathinam, Di Lu, Heng Ji, Jonathan May, Shih-Fu Chang, Avirup Sil, Clare R. Voss:
Cross-lingual Structure Transfer for Relation and Event Extraction. EMNLP/IJCNLP (1) 2019: 313-325 - [c321]Long Chen, Hanwang Zhang, Jun Xiao, Xiangnan He, Shiliang Pu, Shih-Fu Chang:
Counterfactual Critic Multi-Agent Training for Scene Graph Generation. ICCV 2019: 4612-4622 - [c320]Philipp Blandfort, Desmond Upton Patton, William R. Frey, Svebor Karaman, Surabhi Bhargava, Fei-Tzin Lee, Siddharth Varia, Chris Kedzie, Michael B. Gaskell, Rossano Schifanella, Kathleen R. McKeown, Shih-Fu Chang:
Multimodal Social Media Analysis for Gang Violence Prevention. ICWSM 2019: 114-124 - [c319]Xu Zhang, Zhuowei Li, Pei-Jie Wang, Katelyn Y. Liao, Shen-Ju Chou, Shih-Fu Chang, Jung-Chi Liao:
One-Shot Learning for Function-Specific Region Segmentation in Mouse Brain. ISBI 2019: 736-740 - [c318]Svebor Karaman, Xudong Lin, Xuefeng Hu, Shih-Fu Chang:
Unsupervised Rank-Preserving Hashing for Large-Scale Image Retrieval. ICMR 2019: 192-196 - [c317]Shih-Fu Chang, Louis-Philippe Morency, Alexander G. Hauptmann, Alberto Del Bimbo, Cathal Gurrin, Hayley Hung, Heng Ji, Alan F. Smeaton:
PANEL: Challenges for Multimedia/Multimodal Research in the Next Decade. ACM Multimedia 2019: 2234-2235 - [c316]Xavier Alameda-Pineda, Miriam Redi, L. Elisa Celis, Nicu Sebe, Shih-Fu Chang:
FAT/MM'19: 1st International Workshop on Fairness, Accountability, and Transparency in MultiMedia. ACM Multimedia 2019: 2728-2729 - [c315]Xu Zhang, Svebor Karaman, Shih-Fu Chang:
Detecting and Simulating Artifacts in GAN Fake Images. WIFS 2019: 1-6 - [i62]Manling Li, Ying Lin, Ananya Subburathinam, Spencer Whitehead, Xiaoman Pan, Di Lu, Qingyun Wang, Tongtao Zhang, Lifu Huang, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Bo Wu, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Yixiang Yao, Jennifer Chen, Eric Berquist, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Pedro A. Szekely, T. K. Satish Kumar, Arka Sadhu, Ram Nevatia, Miguel E. Rodríguez, Yifan Wang, Yang Bai, Ali Sadeghian, Daisy Zhe Wang:
GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. TAC 2019 - [i61]Zheng Shou, Zhicheng Yan, Yannis Kalantidis, Laura Sevilla-Lara, Marcus Rohrbach, Xudong Lin, Shih-Fu Chang:
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition. CoRR abs/1901.03460 (2019) - [i60]Svebor Karaman, Xudong Lin, Xuefeng Hu, Shih-Fu Chang:
Unsupervised Rank-Preserving Hashing for Large-Scale Image Retrieval. CoRR abs/1903.01545 (2019) - [i59]Mang Ye, Xu Zhang, Pong C. Yuen, Shih-Fu Chang:
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature. CoRR abs/1904.03436 (2019) - [i58]Jiawei Ma, Zheng Shou, Alireza Zareian, Hassan Mansour, Anthony Vetro, Shih-Fu Chang:
CDSA: Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation. CoRR abs/1905.09904 (2019) - [i57]Yulei Niu, Hanwang Zhang, Zhiwu Lu, Shih-Fu Chang:
Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions. CoRR abs/1907.03609 (2019) - [i56]Xu Zhang, Svebor Karaman, Shih-Fu Chang:
Detecting and Simulating Artifacts in GAN Fake Images. CoRR abs/1907.06515 (2019) - [i55]Shih-Fu Chang, Alexander G. Hauptmann, Louis-Philippe Morency, Sameer K. Antani, Dick C. A. Bulterman, Carlos Busso, Joyce Yue Chai, Julia Hirschberg, Ramesh C. Jain, Ketan Mayer-Patel, Reuven Meth, Raymond J. Mooney, Klara Nahrstedt, Shrikanth S. Narayanan, Prem Natarajan, Sharon L. Oviatt, Balakrishnan Prabhakaran, Arnold W. M. Smeulders, Hari Sundaram, Zhengyou Zhang, Michelle X. Zhou:
Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps. CoRR abs/1908.02308 (2019) - [i54]Xudong Lin, Lin Ma, Wei Liu, Shih-Fu Chang:
Context-Gated Convolution. CoRR abs/1910.05577 (2019) - [i53]Xudong Lin, Zheng Shou, Shih-Fu Chang:
LPAT: Learning to Predict Adaptive Threshold for Weakly-supervised Temporal Action Localization. CoRR abs/1910.11285 (2019) - [i52]Dídac Surís, Dave Epstein, Heng Ji, Shih-Fu Chang, Carl Vondrick:
Learning to Learn Words from Narrated Video. CoRR abs/1911.11237 (2019) - [i51]Shiyuan Huang, Xudong Lin, Svebor Karaman, Shih-Fu Chang:
Flow-Distilled IP Two-Stream Networks for Compressed Video Action Recognition. CoRR abs/1912.04462 (2019) - 2018
- [j108]Chitta Baral, Shih-Fu Chang, Brian Curless, Partha Dasgupta, Julia Hirschberg, Anita Jones:
Ask not what your postdoc can do for you ... Commun. ACM 61(1): 42-44 (2018) - [j107]Lamberto Ballan, Shih-Fu Chang, Gang Hua, Thomas Mensink, Greg Mori, Rahul Sukthankar:
Guest Editorial. Comput. Vis. Image Underst. 173: 1 (2018) - [j106]Yu-Gang Jiang, Zuxuan Wu, Jun Wang, Xiangyang Xue, Shih-Fu Chang:
Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 40(2): 352-364 (2018) - [j105]Yinxiao Li, Yan Wang, Yonghao Yue, Danfei Xu, Michael Case, Shih-Fu Chang, Eitan Grinspun, Peter K. Allen:
Model-Driven Feedforward Prediction for Manipulation of Deformable Objects. IEEE Trans Autom. Sci. Eng. 15(4): 1621-1638 (2018) - [j104]B. Prabhakaran, Yu-Gang Jiang, Hari Kalva, Shih-Fu Chang:
Editorial IEEE Transactions on Multimedia Special Section on Video Analytics: Challenges, Algorithms, and Applications. IEEE Trans. Multim. 20(5): 1037 (2018) - [j103]Yu-Gang Jiang, Zuxuan Wu, Jinhui Tang, Zechao Li, Xiangyang Xue, Shih-Fu Chang:
Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification. IEEE Trans. Multim. 20(11): 3137-3147 (2018) - [c314]Long Chen, Hanwang Zhang, Jun Xiao, Wei Liu, Shih-Fu Chang:
Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks. CVPR 2018: 1043-1052 - [c313]Hanwang Zhang, Yulei Niu, Shih-Fu Chang:
Grounding Referring Expressions in Images by Variational Context. CVPR 2018: 4158-4166 - [c312]Zheng Shou, Hang Gao, Lei Zhang, Kazuyuki Miyazawa, Shih-Fu Chang:
AutoLoc: Weakly-Supervised Temporal Action Localization in Untrimmed Videos. ECCV (16) 2018: 162-179 - [c311]Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giró-i-Nieto, Shih-Fu Chang:
Online Detection of Action Start in Untrimmed, Streaming Videos. ECCV (3) 2018: 551-568 - [c310]Spencer Whitehead, Heng Ji, Mohit Bansal, Shih-Fu Chang, Clare R. Voss:
Incorporating Background Knowledge into Video Description Generation. EMNLP 2018: 3992-4001 - [c309]Di Lu, Spencer Whitehead, Lifu Huang, Heng Ji, Shih-Fu Chang:
Entity-aware Image Caption Generation. EMNLP 2018: 4013-4023 - [c308]Víctor Campos, Brendan Jou, Xavier Giró-i-Nieto, Jordi Torres, Shih-Fu Chang:
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. ICLR (Poster) 2018 - [c307]Hongzhi Li, Joseph G. Ellis, Lei Zhang, Shih-Fu Chang:
PatternNet: Visual Pattern Mining with Deep Neural Network. ICMR 2018: 291-299 - [c306]Xavier Alameda-Pineda, Miriam Redi, Nicu Sebe, Shih-Fu Chang, Jiebo Luo:
EE-USAD: ACM MM 2018Workshop on UnderstandingSubjective Attributes of Data focus on Evoked Emotions. ACM Multimedia 2018: 2127-2128 - [c305]Hang Gao, Zheng Shou, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang:
Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks. NeurIPS 2018: 983-993 - [e9]Shih-Fu Chang:
Frontiers of Multimedia Research. ACM / Morgan & Claypool 2018, ISBN 978-1-97000-107-5 [contents] - [i50]Tongtao Zhang, Ananya Subburathinam, Ge Shi, Lifu Huang, Di Lu, Xiaoman Pan, Manling Li, Boliang Zhang, Qingyun Wang, Spencer Whitehead, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Ruiqi Zhong, Steven Shao, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Dongyu Li, Xin Huang, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Mayank Kejriwal, Ram Nevatia, Pedro A. Szekely, T. K. Satish Kumar, Ali Sadeghian, Giacomo Bergami, Sourav Dutta, Miguel E. Rodríguez, Daisy Zhe Wang:
GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. TAC 2018 - [i49]Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giró-i-Nieto, Shih-Fu Chang:
Online Action Detection in Untrimmed, Streaming Videos - Modeling and Evaluation. CoRR abs/1802.06822 (2018) - [i48]Di Lu, Spencer Whitehead, Lifu Huang, Heng Ji, Shih-Fu Chang:
Entity-aware Image Caption Generation. CoRR abs/1804.07889 (2018) - [i47]Zheng Shou, Hang Gao, Lei Zhang, Kazuyuki Miyazawa, Shih-Fu Chang:
AutoLoc: Weakly-supervised Temporal Action Localization. CoRR abs/1807.08333 (2018) - [i46]Philipp Blandfort, Desmond Patton, William R. Frey, Svebor Karaman, Surabhi Bhargava, Fei-Tzin Lee, Siddharth Varia, Chris Kedzie, Michael B. Gaskell, Rossano Schifanella, Kathleen R. McKeown, Shih-Fu Chang:
Multimodal Social Media Analysis for Gang Violence Prevention. CoRR abs/1807.08465 (2018) - [i45]Xu Zhang, Felix X. Yu, Svebor Karaman, Wei Zhang, Shih-Fu Chang:
Heated-Up Softmax Embedding. CoRR abs/1809.04157 (2018) - [i44]Hang Gao, Zheng Shou, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang:
Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks. CoRR abs/1810.11730 (2018) - [i43]Yuan Liu, Lin Ma, Yifeng Zhang, Wei Liu, Shih-Fu Chang:
Multi-granularity Generator for Temporal Action Proposal. CoRR abs/1811.11524 (2018) - [i42]Hassan Akbari, Svebor Karaman, Surabhi Bhargava, Brian Chen, Carl Vondrick, Shih-Fu Chang:
Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding. CoRR abs/1811.11683 (2018) - [i41]Long Chen, Hanwang Zhang, Jun Xiao, Xiangnan He, Shiliang Pu, Shih-Fu Chang:
Scene Dynamics: Counterfactual Critic Multi-Agent Training for Scene Graph Generation. CoRR abs/1812.02347 (2018) - 2017
- [j102]Nikolaos Pappas, Miriam Redi, Mercan Topkara, Hongyi Liu, Brendan Jou, Tao Chen, Shih-Fu Chang:
Multilingual visual sentiment concept clustering and analysis. Int. J. Multim. Inf. Retr. 6(1): 51-70 (2017) - [j101]Mohammad Soleymani, Björn W. Schuller, Shih-Fu Chang:
Guest editorial: Multimodal sentiment analysis and mining in the wild. Image Vis. Comput. 65: 1-2 (2017) - [j100]Mohammad Soleymani, David García, Brendan Jou, Björn W. Schuller, Shih-Fu Chang, Maja Pantic:
A survey of multimodal sentiment analysis. Image Vis. Comput. 65: 3-14 (2017) - [j99]Felix X. Yu, Aditya Bhaskara, Sanjiv Kumar, Yunchao Gong, Shih-Fu Chang:
On Binary Embedding using Circulant Matrices. J. Mach. Learn. Res. 18: 150:1-150:30 (2017) - [j98]Xianglong Liu, Junfeng He, Shih-Fu Chang:
Hash Bit Selection for Nearest Neighbor Search. IEEE Trans. Image Process. 26(11): 5367-5380 (2017) - [c304]Pascal Mettes, Cees Snoek, Shih-Fu Chang:
Localizing Actions from Video Labels and Pseudo-Annotations. BMVC 2017 - [c303]Zheng Shou, Jonathan Chan, Alireza Zareian, Kazuyuki Miyazawa, Shih-Fu Chang:
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos. CVPR 2017: 1417-1426 - [c302]Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang, Tat-Seng Chua:
Visual Translation Embedding Network for Visual Relation Detection. CVPR 2017: 3107-3115 - [c301]Xu Zhang, Felix X. Yu, Svebor Karaman, Shih-Fu Chang:
Learning Discriminative and Transformation Covariant Local Feature Detectors. CVPR 2017: 4923-4931 - [c300]Hanwang Zhang, Zawlin Kyaw, Jinyang Yu, Shih-Fu Chang:
PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN. ICCV 2017: 4243-4251 - [c299]Xu Zhang, Felix X. Yu, Sanjiv Kumar, Shih-Fu Chang:
Learning Spread-Out Local Feature Descriptors. ICCV 2017: 4605-4613 - [c298]Delia Fernandez, Alejandro Woodward, Victor Campos, Xavier Giró-i-Nieto, Brendan Jou, Shih-Fu Chang:
More Cat than Cute?: Interpretable Prediction of Adjective-Noun Pairs. MUSA2@MM 2017: 61-69 - [c297]Tongtao Zhang, Spencer Whitehead, Hanwang Zhang, Hongzhi Li, Joseph G. Ellis, Lifu Huang, Wei Liu, Heng Ji, Shih-Fu Chang:
Improving Event Extraction via Multimodal Integration. ACM Multimedia 2017: 270-278 - [c296]Xavier Alameda-Pineda, Miriam Redi, Mohammad Soleymani, Nicu Sebe, Shih-Fu Chang, Samuel D. Gosling:
MUSA2: First ACM Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes. ACM Multimedia 2017: 1974-1975 - [c295]Zuxuan Wu, Yu-Gang Jiang, Larry Davis, Shih-Fu Chang:
LSVC2017: Large-Scale Video Classification Challenge. ACM Multimedia 2017: 1978-1979 - [c294]Jie Feng, Svebor Karaman, Shih-Fu Chang:
Deep Image Set Hashing. WACV 2017: 1241-1250 - [e8]Xavier Alameda-Pineda, Miriam Redi, Mohammad Soleymani, Nicu Sebe, Shih-Fu Chang, Samuel D. Gosling:
Proceedings of the Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes, MUSA2@MM 2017, Mountain View, CA, USA, October 27, 2017. ACM 2017, ISBN 978-1-4503-5509-4 [contents] - [i40]Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang, Tat-Seng Chua:
Visual Translation Embedding Network for Visual Relation Detection. CoRR abs/1702.08319 (2017) - [i39]Zheng Shou, Jonathan Chan, Alireza Zareian, Kazuyuki Miyazawa, Shih-Fu Chang:
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos. CoRR abs/1703.01515 (2017) - [i38]Hongzhi Li, Joseph G. Ellis, Lei Zhang, Shih-Fu Chang:
PatternNet: Visual Pattern Mining with Deep Neural Network. CoRR abs/1703.06339 (2017) - [i37]Yu-Gang Jiang, Zuxuan Wu, Jinhui Tang, Zechao Li, Xiangyang Xue, Shih-Fu Chang:
Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification. CoRR abs/1706.04508 (2017) - [i36]Pascal Mettes, Cees G. M. Snoek, Shih-Fu Chang:
Localizing Actions from Video Labels and Pseudo-Annotations. CoRR abs/1707.09143 (2017) - [i35]Hanwang Zhang, Zawlin Kyaw, Jinyang Yu, Shih-Fu Chang:
PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN. CoRR abs/1708.01956 (2017) - [i34]Du Tran, Jamie Ray, Zheng Shou, Shih-Fu Chang, Manohar Paluri:
ConvNet Architecture Search for Spatiotemporal Feature Learning. CoRR abs/1708.05038 (2017) - [i33]Delia Fernandez, Alejandro Woodward, Victor Campos, Xavier Giró-i-Nieto, Brendan Jou, Shih-Fu Chang:
More cat than cute? Interpretable Prediction of Adjective-Noun Pairs. CoRR abs/1708.06039 (2017) - [i32]Xu Zhang, Felix X. Yu, Sanjiv Kumar, Shih-Fu Chang:
Learning Spread-out Local Feature Descriptors. CoRR abs/1708.06320 (2017) - [i31]Victor Campos, Brendan Jou, Xavier Giró-i-Nieto, Jordi Torres, Shih-Fu Chang:
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. CoRR abs/1708.06834 (2017) - [i30]Yulei Niu, Zhiwu Lu, Ji-Rong Wen, Tao Xiang, Shih-Fu Chang:
Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation. CoRR abs/1709.01220 (2017) - [i29]Hanwang Zhang, Yulei Niu, Shih-Fu Chang:
Grounding Referring Expressions in Images by Variational Context. CoRR abs/1712.01892 (2017) - [i28]Long Chen, Hanwang Zhang, Jun Xiao, Wei Liu, Shih-Fu Chang:
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Network. CoRR abs/1712.01928 (2017) - 2016
- [j97]Jun Wang, Wei Liu, Sanjiv Kumar, Shih-Fu Chang:
Learning to Hash for Indexing Big Data - A Survey. Proc. IEEE 104(1): 34-57 (2016) - [c293]Di Lu, Xiaoman Pan, Nima Pourdamghani, Shih-Fu Chang, Heng Ji, Kevin Knight:
A Multi-media Approach to Cross-lingual Entity Knowledge Transfer. ACL (1) 2016 - [c292]Jie Feng, Brian L. Price, Scott Cohen, Shih-Fu Chang:
Interactive Segmentation on RGBD Images via Cue Selection. CVPR 2016: 156-164 - [c291]Zheng Shou, Dongang Wang, Shih-Fu Chang:
Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs. CVPR 2016: 1049-1058 - [c290]Yan Wang, Sunghyun Cho, Jue Wang, Shih-Fu Chang:
PanoSwarm: Collaborative and Synchronized Multi-Device Panoramic Photography. IUI 2016: 261-270 - [c289]Shih-Fu Chang:
New Frontiers of Large Scale Multimedia Information Retrieval. ICMR 2016: 5 - [c288]Nikolaos Pappas, Miriam Redi, Mercan Topkara, Brendan Jou, Hongyi Liu, Tao Chen, Shih-Fu Chang:
Multilingual Visual Sentiment Concept Matching. ICMR 2016: 151-158 - [c287]Brendan Jou, Margaret Yuying Qian, Shih-Fu Chang:
SentiCart: Cartography and Geo-contextualization for Multilingual Visual Sentiment. ICMR 2016: 389-392 - [c286]Emily Song, Joseph G. Ellis, Hongzhi Li, Shih-Fu Chang:
Watching What and How Politicians Discuss Various Topics: A Large-Scale Video Analytics UI. ICMR 2016: 401-404 - [c285]Hongyi Liu, Brendan Jou, Tao Chen, Mercan Topkara, Nikolaos Pappas, Miriam Redi, Shih-Fu Chang:
Complura: Exploring and Leveraging a Large-scale Multilingual Visual Sentiment Ontology. ICMR 2016: 417-420 - [c284]Joseph G. Ellis, Svebor Karaman, Hongzhi Li, Hong Bin Shim, Shih-Fu Chang:
Placing Broadcast News Videos in their Social Media Context Using Hashtags. ACM Multimedia 2016: 684-688 - [c283]Hongzhi Li, Joseph G. Ellis, Heng Ji, Shih-Fu Chang:
Event Specific Multimodal Pattern Mining for Knowledge Base Construction. ACM Multimedia 2016: 821-830 - [c282]Brendan Jou, Shih-Fu Chang:
Deep Cross Residual Learning for Multitask Visual Recognition. ACM Multimedia 2016: 998-1007 - [c281]Bingchen Gong, Brendan Jou, Felix X. Yu, Shih-Fu Chang:
Tamp: A Library for Compact Deep Neural Networks with Structured Matrices. ACM Multimedia 2016: 1206-1209 - [c280]Di Lu, Clare R. Voss, Fangbo Tao, Xiang Ren, Rachel Guan, Rostyslav Korolov, Tongtao Zhang, Dongang Wang, Hongzhi Li, Taylor Cassidy, Heng Ji, Shih-Fu Chang, Jiawei Han, William A. Wallace, James A. Hendler, Mei Si, Lance M. Kaplan:
Cross-media Event Extraction and Recommendation. HLT-NAACL Demos 2016: 72-76 - [c279]Jie Feng, Yan Wang, Shih-Fu Chang:
3D shape retrieval using a single depth image from low-cost sensors. WACV 2016: 1-9 - [i27]Hongzhi Li, Joseph G. Ellis, Shih-Fu Chang:
Event Specific Multimodal Pattern Mining with Image-Caption Pairs. CoRR abs/1601.00022 (2016) - [i26]Zheng Shou, Dongang Wang, Shih-Fu Chang:
Action Temporal Localization in Untrimmed Videos via Multi-stage CNNs. CoRR abs/1601.02129 (2016) - [i25]Brendan Jou, Shih-Fu Chang:
Deep Cross Residual Learning for Multitask Visual Recognition. CoRR abs/1604.01335 (2016) - [i24]Ran Tao, Arnold W. M. Smeulders, Shih-Fu Chang:
Generic Instance Search and Re-identification from One Example via Attributes and Categories. CoRR abs/1605.07104 (2016) - [i23]Dongang Wang, Zheng Shou, Hongyi Liu, Shih-Fu Chang:
EventNet Version 1.1 Technical Report. CoRR abs/1605.07289 (2016) - [i22]Brendan Jou, Shih-Fu Chang:
Going Deeper for Multilingual Visual Sentiment Detection. CoRR abs/1605.09211 (2016) - [i21]Nikolaos Pappas, Miriam Redi, Mercan Topkara, Brendan Jou, Hongyi Liu, Tao Chen, Shih-Fu Chang:
Multilingual Visual Sentiment Concept Matching. CoRR abs/1606.02276 (2016) - [i20]Jie Feng, Svebor Karaman, Shih-Fu Chang:
Deep Image Set Hashing. CoRR abs/1606.05381 (2016) - [i19]Yinxiao Li, Yan Wang, Yonghao Yue, Danfei Xu, Michael Case, Shih-Fu Chang, Eitan Grinspun, Peter K. Allen:
Model-Driven Feed-Forward Prediction for Manipulation of Deformable Objects. CoRR abs/1607.04411 (2016) - [i18]Vaidehi Dalmia, Hongyi Liu, Shih-Fu Chang:
Columbia MVSO Image Sentiment Dataset. CoRR abs/1611.04455 (2016) - 2015
- [j96]Shih-Fu Chang, Thomas S. Huang, Michael S. Lew, Bart Thomee:
Special issue on concept detection with big data. Int. J. Multim. Inf. Retr. 4(2): 73-74 (2015) - [j95]Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon:
Spherical Hashing: Binary Code Embedding with Hyperspheres. IEEE Trans. Pattern Anal. Mach. Intell. 37(11): 2304-2316 (2015) - [j94]Yan-Ying Chen, Tao Chen, Taikun Liu, Hong-Yuan Mark Liao, Shih-Fu Chang:
Assistive Image Comment Robot - A Novel Mid-Level Concept-Based Representation. IEEE Trans. Affect. Comput. 6(3): 298-311 (2015) - [j93]Kuan-Ting Lai, Dong Liu, Shih-Fu Chang, Ming-Syan Chen:
Learning Sample Specific Weights for Late Fusion. IEEE Trans. Image Process. 24(9): 2772-2783 (2015) - [j92]Yu-Gang Jiang, Qi Dai, Tao Mei, Yong Rui, Shih-Fu Chang:
Super Fast Event Recognition in Internet Videos. IEEE Trans. Multim. 17(8): 1174-1186 (2015) - [j91]Christoph Kofler, Subhabrata Bhattacharya, Martha A. Larson, Tao Chen, Alan Hanjalic, Shih-Fu Chang:
Uploader Intent for Online Video: Typology, Inference, and Applications. IEEE Trans. Multim. 17(8): 1200-1212 (2015) - [c278]Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. Smith, Shih-Fu Chang:
Low-Rank Similarity Metric Learning in High Dimensions. AAAI 2015: 2792-2799 - [c277]Anthony Hoogs, A. G. Amitha Perera, Roderic Collins, Arslan Basharat, Keith Fieldhouse, Chuck Atkins, Linus Sherrill, Benjamin Boeckel, Russell Blue, Matthew Woehlke, C. Greco, Zhaohui Sun, Eran Swears, Naresh P. Cuntoor, J. Luck, B. Drew, D. Hanson, D. Rowley, J. Kopaz, T. Rude, D. Keefe, Amit Srivastava, Saurabh Khanwalkar, Anoop Kumar, Chia-Chih Chen, J. K. Aggarwal, Larry S. Davis, Yaser Yacoob, A. Jain, Dong Liu, Shih-Fu Chang, Bi Song, Amit K. Roy-Chowdhury, Kenneth Sullivan, Jelena Tesic, Shivkumar Chandrasekaran, B. S. Manjunath, X. Wang, Qiang Ji, K. Reddy, J. Liu, Mubarak Shah, K. Chang, Tsuhan Chen, Mita Desai:
An end-to-end system for content-based video retrieval using behavior, actions, and appearance with interactive query refinement. AVSS 2015: 1-6 - [c276]Ran Tao, Arnold W. M. Smeulders, Shih-Fu Chang:
Attributes and categories for generic instance search from one example. CVPR 2015: 177-186 - [c275]Xiao-Ming Wu, Zhenguo Li, Shih-Fu Chang:
New insights into Laplacian similarity search. CVPR 2015: 1949-1957 - [c274]Tongtao Zhang, Hongzhi Li, Heng Ji, Shih-Fu Chang:
Cross-document Event Coreference Resolution based on Cross-media Features. EMNLP 2015: 201-206 - [c273]Yu Cheng, Felix X. Yu, Rogério Schmidt Feris, Sanjiv Kumar, Alok N. Choudhary, Shih-Fu Chang:
An Exploration of Parameter Redundancy in Deep Networks with Circulant Projections. ICCV 2015: 2857-2865 - [c272]Xu Zhang, Felix X. Yu, Ruiqi Guo, Sanjiv Kumar, Shengjin Wang, Shih-Fu Chang:
Fast Orthogonal Projection Based on Kronecker Product. ICCV 2015: 2929-2937 - [c271]Yinxiao Li, Danfei Xu, Yonghao Yue, Yan Wang, Shih-Fu Chang, Eitan Grinspun, Peter K. Allen:
Regrasping and unfolding of garments using predictive thin shell modeling. ICRA 2015: 1382-1388 - [c270]Masoud Mazloom, AmirHossein Habibian, Dong Liu, Cees G. M. Snoek, Shih-Fu Chang:
Encoding Concept Prototypes for Video Event Detection and Summarization. ICMR 2015: 123-130 - [c269]Shih-Fu Chang:
Words and Pictures: Crowdsource Discovery beyond Image Semantics. CrowdMM@ACM Multimedia 2015: 1-2 - [c268]Shih-Fu Chang, Matthew Cooper, Denver Dash, Funda Kivran-Swaine, Jia Li, David A. Shamma:
Opportunities and Challenges of Industry-Academic Collaborations in Multimedia Research. ACM Multimedia 2015: 45 - [c267]Brendan Jou, Tao Chen, Nikolaos Pappas, Miriam Redi, Mercan Topkara, Shih-Fu Chang:
Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology. ACM Multimedia 2015: 159-168 - [c266]Guangnan Ye, Yitong Li, Hongliang Xu, Dong Liu, Shih-Fu Chang:
EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video. ACM Multimedia 2015: 471-480 - [c265]Hongliang Xu, Guangnan Ye, Yitong Li, Dong Liu, Shih-Fu Chang:
Large Video Event Ontology Browsing, Search and Tagging (EventNet Demo). ACM Multimedia 2015: 803-804 - [c264]Francesco Gelli, Tiberio Uricchio, Marco Bertini, Alberto Del Bimbo, Shih-Fu Chang:
Image Popularity Prediction in Social Media Using Sentiment and Context Features. ACM Multimedia 2015: 907-910 - [c263]Mohamed R. Amer, Ajay Divakaran, Shih-Fu Chang, Nicu Sebe:
2nd Workshop on Computational Models of Social Interactions: Human-Computer-Media Communication (HCMC2015). ACM Multimedia 2015: 1343-1344 - [c262]Mohammad Soleymani, Yi-Hsuan Yang, Yu-Gang Jiang, Shih-Fu Chang:
ASM'15: The 1st International Workshop on Affect and Sentiment in Multimedia. ACM Multimedia 2015: 1349 - [c261]Pedro A. Szekely, Craig A. Knoblock, Jason Slepicka, Andrew Philpot, Amandeep Singh, Chengye Yin, Dipsy Kapoor, Prem Natarajan, Daniel Marcu, Kevin Knight, David Stallard, Subessware S. Karunamoorthy, Rajagopal Bojanapalli, Steven Minton, Brian Amanatullah, Todd Hughes, Mike Tamayo, David Flynt, Rachel Artiss, Shih-Fu Chang, Tao Chen, Gerald Hiebel, Lidia Silva Ferreira:
Building and Using a Knowledge Graph to Combat Human Trafficking. ISWC (2) 2015: 205-221 - [c260]Pedro A. Szekely, Craig A. Knoblock, Jason Slepicka, Chengye Yin, Andrew Philpot, Amandeep Singh, Dipsy Kapoor, Prem Natarajan, Daniel Marcu, Kevin Knight, David Stallard, Subessware S. Karunamoorthy, Rajagopal Bojanapalli, Steven Minton, Brian Amanatullah, Todd Hughes, Mike Tamayo, David Flynt, Rachel Artiss, Shih-Fu Chang, Tao Chen, Gerald Hiebel, Lidia Silva Ferreira:
Using a Knowledge Graph to Combat Human Trafficking. ISWC (Posters & Demos) 2015 - [e7]Mohammad Soleymani, Yi-Hsuan Yang, Yu-Gang Jiang, Shih-Fu Chang:
Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia, ASM 2015, Brisbane, Australia, October 30, 2015. ACM 2015, ISBN 978-1-4503-3750-2 [contents] - [e6]Mohamed R. Amer, Ajay Divakaran, Shih-Fu Chang, Nicu Sebe:
Proceedings of the 2nd Workshop on Computational Models of Social Interactions: Human-Computer-Media Communication, HCMC 2015, Brisbane, Australia, October 30, 2015. ACM 2015, ISBN 978-1-4503-3747-2 [contents] - [i17]Yu Cheng, Felix X. Yu, Rogério Schmidt Feris, Sanjiv Kumar, Alok N. Choudhary, Shih-Fu Chang:
Fast Neural Networks with Circulant Projections. CoRR abs/1502.03436 (2015) - [i16]Yu-Gang Jiang, Zuxuan Wu, Jun Wang, Xiangyang Xue, Shih-Fu Chang:
Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks. CoRR abs/1502.07209 (2015) - [i15]Xu Zhang, Felix X. Yu, Shih-Fu Chang, Shengjin Wang:
Deep Transfer Network: Unsupervised Domain Adaptation. CoRR abs/1503.00591 (2015) - [i14]Felix X. Yu, Sanjiv Kumar, Henry A. Rowley, Shih-Fu Chang:
Compact Nonlinear Maps and Circulant Extensions. CoRR abs/1503.03893 (2015) - [i13]Guangnan Ye, Yitong Li, Hongliang Xu, Dong Liu, Shih-Fu Chang:
EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video. CoRR abs/1506.02328 (2015) - [i12]Yan Wang, Sunghyun Cho, Jue Wang, Shih-Fu Chang:
PanoSwarm: Collaborative and Synchronized Multi-Device Panoramic Photography. CoRR abs/1507.01147 (2015) - [i11]Yan Wang, Jue Wang, Shih-Fu Chang:
CamSwarm: Instantaneous Smartphone Camera Arrays for Collaborative Photography. CoRR abs/1507.01148 (2015) - [i10]Brendan Jou, Tao Chen, Nikolaos Pappas, Miriam Redi, Mercan Topkara, Shih-Fu Chang:
Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology. CoRR abs/1508.03868 (2015) - [i9]Jun Wang, Wei Liu, Sanjiv Kumar, Shih-Fu Chang:
Learning to Hash for Indexing Big Data - A Survey. CoRR abs/1509.05472 (2015) - [i8]Felix X. Yu, Aditya Bhaskara, Sanjiv Kumar, Yunchao Gong, Shih-Fu Chang:
On Binary Embedding using Circulant Matrices. CoRR abs/1511.06480 (2015) - 2014
- [j90]I-Hong Jhuo, Guangnan Ye, Shenghua Gao, Dong Liu, Yu-Gang Jiang, D. T. Lee, Shih-Fu Chang:
Discovering joint audio-visual codewords for video event detection. Mach. Vis. Appl. 25(1): 33-47 (2014) - [j89]Xianglong Liu, Yadong Mu, Bo Lang, Shih-Fu Chang:
Mixed image-keyword query adaptive hashing over multilabel images. ACM Trans. Multim. Comput. Commun. Appl. 10(2): 22:1-22:21 (2014) - [c259]Yadong Mu, Gang Hua, Wei Fan, Shih-Fu Chang:
Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification. CVPR 2014: 979-986 - [c258]Go Irie, Zhenguo Li, Xiao-Ming Wu, Shih-Fu Chang:
Locally Linear Hashing for Extracting Non-linear Manifolds. CVPR 2014: 2123-2130 - [c257]Kuan-Ting Lai, Felix X. Yu, Ming-Syan Chen, Shih-Fu Chang:
Video Event Detection by Inferring Temporal Instance Labels. CVPR 2014: 2251-2258 - [c256]Yan Wang, Sunghyun Cho, Jue Wang, Shih-Fu Chang:
Discriminative Indexing for Probabilistic Image Patch Priors. ECCV (4) 2014: 200-214 - [c255]Yan Wang, Jie Feng, Zhixiang Wu, Jun Wang, Shih-Fu Chang:
From Low-Cost Depth Sensors to CAD: Cross-Domain 3D Shape Retrieval via Regression Tree Fields. ECCV (1) 2014: 489-504 - [c254]Kuan-Ting Lai, Dong Liu, Ming-Syan Chen, Shih-Fu Chang:
Recognizing Complex Events in Videos by Learning Key Static-Dynamic Evidences. ECCV (3) 2014: 675-688 - [c253]Joseph G. Ellis, Brendan Jou, Shih-Fu Chang:
Why We Watch the News: A Dataset for Exploring Sentiment in Broadcast Video News. ICMI 2014: 104-111 - [c252]Felix X. Yu, Sanjiv Kumar, Yunchao Gong, Shih-Fu Chang:
Circulant Binary Embedding. ICML 2014: 946-954 - [c251]Yinxiao Li, Yan Wang, Michael Case, Shih-Fu Chang, Peter K. Allen:
Real-time pose estimation of deformable objects using a volumetric approach. IROS 2014: 1046-1052 - [c250]Joseph G. Ellis, W. Sabrina Lin, Ching-Yung Lin, Shih-Fu Chang:
Predicting Evoked Emotions in Video. ISM 2014: 287-294 - [c249]Jiawei Chen, Yin Cui, Guangnan Ye, Dong Liu, Shih-Fu Chang:
Event-Driven Semantic Concept Discovery by Exploiting Weakly Tagged Internet Images. ICMR 2014: 1 - [c248]Subhabrata Bhattacharya, Felix X. Yu, Shih-Fu Chang:
Minimally Needed Evidence for Complex Event Recognition in Unconstrained Videos. ICMR 2014: 105 - [c247]Yan-Ying Chen, Tao Chen, Winston H. Hsu, Hong-Yuan Mark Liao, Shih-Fu Chang:
Predicting Viewer Affective Comments Based on Image Content in Social Media. ICMR 2014: 233 - [c246]Brendan Jou, Subhabrata Bhattacharya, Shih-Fu Chang:
Predicting Viewer Perceived Emotions in Animated GIFs. ACM Multimedia 2014: 213-216 - [c245]Wei Zhang, Hongzhi Li, Chong-Wah Ngo, Shih-Fu Chang:
Scalable Visual Instance Mining with Threads of Features. ACM Multimedia 2014: 297-306 - [c244]Tao Chen, Felix X. Yu, Jiawei Chen, Yin Cui, Yan-Ying Chen, Shih-Fu Chang:
Object-Based Visual Sentiment Concept Analysis and Application. ACM Multimedia 2014: 367-376 - [c243]Felix X. Yu, Liangliang Cao, Michele Merler, Noel C. F. Codella, Tao Chen, John R. Smith, Shih-Fu Chang:
Modeling Attributes from Category-Attribute Proportions. ACM Multimedia 2014: 977-980 - [c242]Wei Liu, Cun Mu, Sanjiv Kumar, Shih-Fu Chang:
Discrete Graph Hashing. NIPS 2014: 3419-3427 - [c241]Florian Luisier, Manasvi Tickoo, Walter Andrews, Guangnan Ye, Dong Liu, Shih-Fu Chang, Ruslan Salakhutdinov, Vlad I. Morariu, Larry Davis, Abhinav Gupta, Ismail Haritaoglu, Sadiye Guler, Ashutosh Morde:
BBN VISER TRECVID 2014 Multimedia Event Detection and Multimedia Event Recounting Systems. TRECVID 2014 - [i7]Felix X. Yu, Sanjiv Kumar, Tony Jebara, Shih-Fu Chang:
On Learning with Label Proportions. CoRR abs/1402.5902 (2014) - [i6]Yin Cui, Dong Liu, Jiawei Chen, Shih-Fu Chang:
Building A Large Concept Bank for Representing Events in Video. CoRR abs/1403.7591 (2014) - [i5]Felix X. Yu, Sanjiv Kumar, Yunchao Gong, Shih-Fu Chang:
Circulant Binary Embedding. CoRR abs/1405.3162 (2014) - [i4]Tao Chen, Damian Borth, Trevor Darrell, Shih-Fu Chang:
DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks. CoRR abs/1410.8586 (2014) - 2013
- [j88]Yu-Gang Jiang, Subhabrata Bhattacharya, Shih-Fu Chang, Mubarak Shah:
High-level event recognition in unconstrained videos. Int. J. Multim. Inf. Retr. 2(2): 73-101 (2013) - [j87]Jun Wang, Tony Jebara, Shih-Fu Chang:
Semi-supervised learning using greedy max-cut. J. Mach. Learn. Res. 14(1): 771-800 (2013) - [j86]Yu-Gang Jiang, Jun Wang, Xiangyang Xue, Shih-Fu Chang:
Query-Adaptive Image Search With Hash Codes. IEEE Trans. Multim. 15(2): 442-453 (2013) - [j85]Shih-Fu Chang:
How far we've come: Impact of 20 years of multimedia information retrieval. ACM Trans. Multim. Comput. Commun. Appl. 9(1s): 42:1-42:4 (2013) - [c240]Go Irie, Dong Liu, Zhenguo Li, Shih-Fu Chang:
A Bayesian Approach to Multimodal Visual Dictionary Learning. CVPR 2013: 329-336 - [c239]Felix X. Yu, Liangliang Cao, Rogério Schmidt Feris, John R. Smith, Shih-Fu Chang:
Designing Category-Level Attributes for Discriminative Visual Recognition. CVPR 2013: 771-778 - [c238]Dong Liu, Kuan-Ting Lai, Guangnan Ye, Ming-Syan Chen, Shih-Fu Chang:
Sample-Specific Late Fusion for Visual Category Recognition. CVPR 2013: 803-810 - [c237]Xianglong Liu, Junfeng He, Bo Lang, Shih-Fu Chang:
Hash Bit Selection: A Unified Solution for Selection Problems in Hashing. CVPR 2013: 1570-1577 - [c236]Yan Wang, Rongrong Ji, Shih-Fu Chang:
Label Propagation from ImageNet to 3D Point Clouds. CVPR 2013: 3135-3142 - [c235]Xin Guo, Dong Liu, Brendan Jou, Mojun Zhu, Anni Cai, Shih-Fu Chang:
Robust Object Co-detection. CVPR 2013: 3206-3213 - [c234]Guangnan Ye, Dong Liu, Jun Wang, Shih-Fu Chang:
Large-Scale Video Hashing via Structure Learning. ICCV 2013: 2272-2279 - [c233]Ameet Talwalkar, Lester W. Mackey, Yadong Mu, Shih-Fu Chang, Michael I. Jordan:
Distributed Low-Rank Subspace Segmentation. ICCV 2013: 3543-3550 - [c232]Felix X. Yu, Dong Liu, Sanjiv Kumar, Tony Jebara, Shih-Fu Chang:
\(\propto\)SVM for Learning with Label Proportions. ICML (3) 2013: 504-512 - [c231]Damian Borth, Rongrong Ji, Tao Chen, Thomas M. Breuel, Shih-Fu Chang:
Large-scale visual sentiment ontology and detectors using adjective noun pairs. ACM Multimedia 2013: 223-232 - [c230]Brendan Jou, Hongzhi Li, Joseph G. Ellis, Daniel Morozoff-Abegauz, Shih-Fu Chang:
Structured exploration of who, what, when, and where in heterogeneous multimedia news sources. ACM Multimedia 2013: 357-360 - [c229]Subhabrata Bhattacharya, Behnaz Nojavanasghari, Tao Chen, Dong Liu, Shih-Fu Chang, Mubarak Shah:
Towards a comprehensive computational model foraesthetic assessment of videos. ACM Multimedia 2013: 361-364 - [c228]Hongzhi Li, Brendan Jou, Joseph G. Ellis, Daniel Morozoff, Shih-Fu Chang:
News rover: exploring topical structures and serendipity in heterogeneous multimedia news. ACM Multimedia 2013: 449-450 - [c227]Damian Borth, Tao Chen, Rongrong Ji, Shih-Fu Chang:
SentiBank: large-scale ontology and classifiers for detecting sentiment and emotions in visual content. ACM Multimedia 2013: 459-460 - [c226]Xiao-Ming Wu, Zhenguo Li, Shih-Fu Chang:
Analyzing the Harmonic Structure in Graph-Based Learning. NIPS 2013: 3129-3137 - [c225]Pradeep Natarajan, Shuang Wu, Florian Luisier, Xiaodan Zhuang, Manasvi Tickoo, Guangnan Ye, Dong Liu, Shih-Fu Chang, Imran Saleemi, Mubarak Shah, Vlad I. Morariu, Larry Davis, Abhinav Gupta, Ismail Haritaoglu, Sadiye Guler, Ashutosh Morde:
BBN VISER TRECVID 2013 Multimedia Event Detection and Multimedia Event Recounting Systems. TRECVID 2013 - [i3]Ameet Talwalkar, Lester W. Mackey, Yadong Mu, Shih-Fu Chang, Michael I. Jordan:
Divide-and-Conquer Subspace Segmentation. CoRR abs/1304.5583 (2013) - [i2]Felix X. Yu, Dong Liu, Sanjiv Kumar, Tony Jebara, Shih-Fu Chang:
$\propto$SVM for learning with label proportions. CoRR abs/1306.0886 (2013) - 2012
- [j84]Jun Wang, Sanjiv Kumar, Shih-Fu Chang:
Semi-Supervised Hashing for Large-Scale Search. IEEE Trans. Pattern Anal. Mach. Intell. 34(12): 2393-2406 (2012) - [j83]Edward Y. Chang, Shih-Fu Chang, Alexander G. Hauptmann, Thomas S. Huang, Malcolm Slaney:
Web-Scale Multimedia Processing and Applications [Scanning the Issue]. Proc. IEEE 100(9): 2580-2583 (2012) - [j82]Wei Liu, Jun Wang, Shih-Fu Chang:
Robust and Scalable Graph-Based Semisupervised Learning. Proc. IEEE 100(9): 2624-2638 (2012) - [j81]Yu-Gang Jiang, Qi Dai, Jun Wang, Chong-Wah Ngo, Xiangyang Xue, Shih-Fu Chang:
Fast Semantic Diffusion for Large-Scale Context-Based Image and Video Annotation. IEEE Trans. Image Process. 21(6): 3080-3091 (2012) - [j80]Rongrong Ji, Felix X. Yu, Tongtao Zhang, Shih-Fu Chang:
Active query sensing: Suggesting the best query view for mobile visual search. ACM Trans. Multim. Comput. Commun. Appl. 8(S3): 40:1-40:21 (2012) - [c224]Zhenguo Li, Xiao-Ming Wu, Shih-Fu Chang:
Segmentation using superpixels: A bipartite graph partitioning approach. CVPR 2012: 789-796 - [c223]Lixin Duan, Dong Xu, Shih-Fu Chang:
Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach. CVPR 2012: 1338-1345 - [c222]Wei Liu, Jun Wang, Rongrong Ji, Yu-Gang Jiang, Shih-Fu Chang:
Supervised hashing with kernels. CVPR 2012: 2074-2081 - [c221]I-Hong Jhuo, Dong Liu, D. T. Lee, Shih-Fu Chang:
Robust visual domain adaptation with low-rank reconstruction. CVPR 2012: 2168-2175 - [c220]Felix X. Yu, Rongrong Ji, Ming-Hen Tsai, Guangnan Ye, Shih-Fu Chang:
Weak attributes for large-scale image retrieval. CVPR 2012: 2949-2956 - [c219]Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon:
Spherical hashing. CVPR 2012: 2957-2964 - [c218]Junfeng He, Jinyuan Feng, Xianglong Liu, Tao Cheng, Tai-Hsu Lin, Hyunjin Chung, Shih-Fu Chang:
Mobile product search with Bag of Hash Bits and boundary reranking. CVPR 2012: 3005-3012 - [c217]Guangnan Ye, Dong Liu, I-Hong Jhuo, Shih-Fu Chang:
Robust late fusion with rank minimization. CVPR 2012: 3021-3028 - [c216]Yadong Mu, John Wright, Shih-Fu Chang:
Accelerated Large Scale Optimization by Concomitant Hashing. ECCV (1) 2012: 414-427 - [c215]Liangliang Cao, Yadong Mu, Apostol Natsev, Shih-Fu Chang, Gang Hua, John R. Smith:
Scene Aligned Pooling for Complex Video Recognition. ECCV (2) 2012: 688-701 - [c214]Junfeng He, Sanjiv Kumar, Shih-Fu Chang:
On the Difficulty of Nearest Neighbor Search. ICML 2012 - [c213]Wei Liu, Jun Wang, Yadong Mu, Sanjiv Kumar, Shih-Fu Chang:
Compact Hyperplane Hashing with Bilinear Functions. ICML 2012 - [c212]Xianglong Liu, Yadong Mu, Bo Lang, Shih-Fu Chang:
Compact hashing for mixed image-keyword query over multi-label images. ICMR 2012: 18 - [c211]Guangnan Ye, I-Hong Jhuo, Dong Liu, Yu-Gang Jiang, D. T. Lee, Shih-Fu Chang:
Joint audio-visual bi-modal codewords for video event detection. ICMR 2012: 39 - [c210]Liangliang Cao, Zhenguo Li, Yadong Mu, Shih-Fu Chang:
Submodular video hashing: a unified framework towards video pooling and indexing. ACM Multimedia 2012: 299-308 - [c209]Dong Liu, Guangnan Ye, Ching-Ting Chen, Shuicheng Yan, Shih-Fu Chang:
Hybrid social media network. ACM Multimedia 2012: 659-668 - [c208]Xiao-Ming Wu, Zhenguo Li, Anthony Man-Cho So, John Wright, Shih-Fu Chang:
Learning with Partially Absorbing Random Walks. NIPS 2012: 3086-3094 - [c207]Liangliang Cao, Shih-Fu Chang, Noel Codella, Courtenay V. Cotton, Dan Ellis, Leiguang Gong, Matthew L. Hill, Gang Hua, John R. Kender, Michele Merler, Yadong Mu, John R. Smith, Felix X. Yu:
IBM Research and Columbia University TRECVID-2012 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), and Semantic Indexing (SIN) Systems. TRECVID 2012 - [c206]Pradeep Natarajan, Prem Natarajan, Shuang Wu, Xiaodan Zhuang, Amelio Vázquez Reina, Shiv Vitaladevuni, Kleovoulos Tsourides, Carl Andersen, Rohit Prasad, Guangnan Ye, Dong Liu, Shih-Fu Chang, Imran Saleemi, Mubarak Shah, Yue Ng, Brandyn White, Larry Davis, Abhinav Gupta, Ismail Haritaoglu:
BBNVISER : BBN VISER TRECVID 2012 Multimedia Event Detection and Multimedia Event Recounting Systems. TRECVID 2012 - [i1]Wei Liu, Jun Wang, Yadong Mu, Sanjiv Kumar, Shih-Fu Chang:
Compact Hyperplane Hashing with Bilinear Functions. CoRR abs/1206.4618 (2012) - 2011
- [j79]Mandis S. Beigi, Shih-Fu Chang, Shahram Ebadollahi, Dinesh C. Verma:
Anomaly detection in information streams without prior domain knowledge. IBM J. Res. Dev. 55(5): 11 (2011) - [j78]Mazin Gilbert, Alex Acero, Jordan Cohen, Hervé Bourlard, Shih-Fu Chang, Minoru Etoh:
Media Search in Mobile Devices [From the Guest Editors]. IEEE Signal Process. Mag. 28(4): 12-13 (2011) - [j77]Yu-Gang Jiang, Zhenguo Li, Shih-Fu Chang:
Modeling Scene and Object Contexts for Human Action Retrieval With Few Examples. IEEE Trans. Circuits Syst. Video Technol. 21(5): 674-681 (2011) - [c205]Junfeng He, Shih-Fu Chang, Regunathan Radhakrishnan, Claus Bauer:
Compact hashing with joint optimization of search accuracy and time. CVPR 2011: 753-760 - [c204]Wei Liu, Yu-Gang Jiang, Jiebo Luo, Shih-Fu Chang:
Noise resistant graph ranking for improved web image search. CVPR 2011: 849-856 - [c203]Chen-Kuo Chiang, Chih-Hsueh Duan, Shang-Hong Lai, Shih-Fu Chang:
Learning component-level sparse representation using histogram information for image classification. ICCV 2011: 1519-1526 - [c202]Dong Liu, Shuicheng Yan, Yadong Mu, Xian-Sheng Hua, Shih-Fu Chang, Hong-Jiang Zhang:
Towards Optimal Discriminating Order for Multiclass Classification. ICDM 2011: 388-397 - [c201]Wei Liu, Jun Wang, Sanjiv Kumar, Shih-Fu Chang:
Hashing with Graphs. ICML 2011: 1-8 - [c200]Yu-Gang Jiang, Jun Wang, Shih-Fu Chang:
Lost in binarization: query-adaptive ranking for similar image search with compact codes. ICMR 2011: 16 - [c199]Yu-Gang Jiang, Guangnan Ye, Shih-Fu Chang, Daniel P. W. Ellis, Alexander C. Loui:
Consumer video understanding: a benchmark database and an evaluation of human and machine performance. ICMR 2011: 29 - [c198]Shih-Fu Chang:
Content based multimedia retrieval: lessons learned from two decades of research. ACM Multimedia 2011: 1-2 - [c197]Felix X. Yu, Rongrong Ji, Shih-Fu Chang:
Active query sensing for mobile location search. ACM Multimedia 2011: 3-12 - [c196]Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Yong Rui, Shih-Fu Chang, Wen Gao:
Towards low bit rate mobile visual search with multiple-channel coding. ACM Multimedia 2011: 573-582 - [c195]Felix X. Yu, Rongrong Ji, Tongtao Zhang, Shih-Fu Chang:
A mobile location search system with active query sensing. ACM Multimedia 2011: 805-806 - [c194]Junfeng He, Tai-Hsu Lin, Jinyuan Feng, Shih-Fu Chang:
Mobile product search with bag of hash bits. ACM Multimedia 2011: 839-840 - [c193]Liangliang Cao, Shih-Fu Chang, Noel Codella, Courtenay V. Cotton, Dan Ellis, Leiguang Gong, Matthew L. Hill, Gang Hua, John R. Kender, Michele Merler, Yadong Mu, Apostol Natsev, John R. Smith:
IBM Research and Columbia University TRECVID-2011 Multimedia Event Detection (MED) System. TRECVID 2011 - [c192]Pradeep Natarajan, Prem Natarajan, Vasant Manohar, Shuang Wu, Stavros Tsakalidis, Shiv Vitaladevuni, Xiaodan Zhuang, Rohit Prasad, Guangnan Ye, Dong Liu, I-Hong Jhuo, Shih-Fu Chang, Hamid Izadinia, Imran Saleemi, Mubarak Shah, Brandyn White, Tom Yeh, Larry Davis:
BBN VISER TRECVID 2011 Multimedia Event Detection System. TRECVID 2011 - [e5]Yun Q. Shi, Sabu Emmanuel, Mohan S. Kankanhalli, Shih-Fu Chang, Regunathan Radhakrishnan, Fulong Ma, Li Zhao:
Transactions on Data Hiding and Multimedia Security VI. Lecture Notes in Computer Science 6730, Springer 2011, ISBN 978-3-642-24555-8 [contents] - 2010
- [j76]Paul Sajda, Eric Pohlmeyer, Jun Wang, Lucas C. Parra, Christoforos Christoforou, Jacek Dmochowski, Barbara Hanna, Claus Bahlmann, Maneesh Kumar Singh, Shih-Fu Chang:
In a Blink of an Eye and a Switch of a Transistor: Cortically Coupled Computer Vision. Proc. IEEE 98(3): 462-478 (2010) - [j75]Dong Xu, Tat-Jen Cham, Shuicheng Yan, Lixin Duan, Shih-Fu Chang:
Near Duplicate Identification With Spatially Aligned Pyramid Matching. IEEE Trans. Circuits Syst. Video Technol. 20(8): 1068-1079 (2010) - [j74]Yu-Feng Hsu, Shih-Fu Chang:
Camera Response Functions for Image Forensics: An Automatic Algorithm for Splicing Detection. IEEE Trans. Inf. Forensics Secur. 5(4): 816-825 (2010) - [j73]Wei Jiang, Courtenay V. Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui:
Audio-visual atoms for generic video concept classification. ACM Trans. Multim. Comput. Commun. Appl. 6(3): 14:1-14:19 (2010) - [j72]Steven C. H. Hoi, Wei Liu, Shih-Fu Chang:
Semi-supervised distance metric learning for collaborative image retrieval and clustering. ACM Trans. Multim. Comput. Commun. Appl. 6(3): 18:1-18:26 (2010) - [c191]Jun Wang, Ondrej Kumar, Shih-Fu Chang:
Semi-supervised hashing for scalable image retrieval. CVPR 2010: 3424-3431 - [c190]Xinting Gao, Tian-Tsong Ng, Bo Qiu, Shih-Fu Chang:
Single-view recaptured image detection based on physics-based features. ICME 2010: 1469-1474 - [c189]Wei Liu, Junfeng He, Shih-Fu Chang:
Large Graph Construction for Scalable Semi-Supervised Learning. ICML 2010: 679-686 - [c188]Jun Wang, Sanjiv Kumar, Shih-Fu Chang:
Sequential Projection Learning for Hashing with Compact Codes. ICML 2010: 1127-1134 - [c187]Junfeng He, Wei Liu, Shih-Fu Chang:
Scalable similarity search with optimized kernel hashing. KDD 2010: 1129-1138 - [c186]Yu-Gang Jiang, Xiaohong Zeng, Guangnan Ye, Dan Ellis, Shih-Fu Chang, Subhabrata Bhattacharya, Mubarak Shah:
Columbia-UCF TRECVID2010 Multimedia Event Detection: Combining Multiple Modalities, Contextual Concepts, and Temporal Matching. TRECVID 2010 - [p1]Paul Sajda, Eric Pohlmeyer, Jun Wang, Barbara Hanna, Lucas C. Parra, Shih-Fu Chang:
Cortically-Coupled Computer Vision. Brain-Computer Interfaces 2010: 133-148 - [e4]Alberto Del Bimbo, Shih-Fu Chang, Arnold W. M. Smeulders:
Proceedings of the 18th International Conference on Multimedia 2010, Firenze, Italy, October 25-29, 2010. ACM 2010, ISBN 978-1-60558-933-6 [contents]
2000 – 2009
- 2009
- [j71]Jun Wang, Xiaobo Zhou, Fuhai Li, Pamela Bradley, Shih-Fu Chang, Norbert Perrimon, Stephen T. C. Wong:
An image score inference system for RNAi genome-wide screening based on fuzzy mixture regression modeling. J. Biomed. Informatics 42(1): 32-40 (2009) - [j70]Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang, Shih-Fu Chang:
Enhancing Bilinear Subspace Learning by Element Rearrangement. IEEE Trans. Pattern Anal. Mach. Intell. 31(10): 1913-1920 (2009) - [j69]Tian-Tsong Ng, Shih-Fu Chang:
Identifying and prefiltering images. IEEE Signal Process. Mag. 26(2): 49-58 (2009) - [c185]Wei Liu, Shih-Fu Chang:
Robust multi-class transductive learning with graphs. CVPR 2009: 381-388 - [c184]Jun Wang, Yu-Gang Jiang, Shih-Fu Chang:
Label diagnosis through self tuning forweb image search. CVPR 2009: 1390-1397 - [c183]Wei Jiang, Lexing Xie, Shih-Fu Chang:
Visual saliency with side information. ICASSP 2009: 1765-1768 - [c182]Yu-Gang Jiang, Jun Wang, Shih-Fu Chang, Chong-Wah Ngo:
Domain adaptive semantic diffusion for large scale context-based video annotation. ICCV 2009: 1420-1427 - [c181]Mandis Beigi, Shih-Fu Chang, Shahram Ebadollahi, Dinesh C. Verma:
Muti-scale temporal segmentation and outlier detection in sensor networks. ICME 2009: 306-309 - [c180]Tony Jebara, Jun Wang, Shih-Fu Chang:
Graph construction and b-matching for semi-supervised learning. ICML 2009: 441-448 - [c179]Wei Jiang, Courtenay V. Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui:
Short-term audio-visual atoms for generic video concept classification. ACM Multimedia 2009: 5-14 - [c178]Yu-Gang Jiang, Chong-Wah Ngo, Shih-Fu Chang:
Semantic context transfer across heterogeneous sources for domain adaptive video search. ACM Multimedia 2009: 155-164 - [c177]Berna Erol, Jiebo Luo, Shih-Fu Chang, Minoru Etoh, Hsiao-Wuen Hon, Qian Lin, Vidya Setlur:
Mobile media search: has media search finally found its perfect platform? part II. ACM Multimedia 2009: 911-912 - [c176]Jun Wang, Eric Pohlmeyer, Barbara Hanna, Yu-Gang Jiang, Paul Sajda, Shih-Fu Chang:
Brain state decoding for rapid image retrieval. ACM Multimedia 2009: 945-954 - [c175]Chong-Wah Ngo, Yu-Gang Jiang, Xiao-Yong Wei, Wanlei Zhao, Yang Liu, Shiai Zhu, Jun Wang, Shih-Fu Chang:
VIREO/DVMM at TRECVID 2009: High-Level Feature Extraction, Automatic Video Search, and Content-Based Copy Detection. TRECVID 2009 - 2008
- [j68]Dong Xu, Shih-Fu Chang:
Video Event Recognition Using Kernel Methods with Multilevel Temporal Alignment. IEEE Trans. Pattern Anal. Mach. Intell. 30(11): 1985-1997 (2008) - [j67]Qibin Sun, John G. Apostolopoulos, Chang Wen Chen, Shih-Fu Chang:
Quality-Optimized and Secure End-to-End Authentication for Media Delivery. Proc. IEEE 96(1): 97-111 (2008) - [j66]Lyndon S. Kennedy, Shih-Fu Chang, Apostol Natsev:
Query-Adaptive Fusion for Multimodal Search. Proc. IEEE 96(4): 567-588 (2008) - [j65]Shih-Fu Chang:
Computers, Robotics, and the Human Brain [From the Editor]. IEEE Signal Process. Mag. 25(1): 2-8 (2008) - [j64]Shih-Fu Chang, Jiebo Luo, Stephen J. Maybank, Dan Schonfeld, Dong Xu:
An Introduction to the Special Issue on Event Analysis in Videos. IEEE Trans. Circuits Syst. Video Technol. 18(11): 1469-1472 (2008) - [c174]Yu-Feng Hsu, Shih-Fu Chang:
Statistical fusion of multiple cues for image tampering detection. ACSCC 2008: 1386-1390 - [c173]Wei Liu, Wei Jiang, Shih-Fu Chang:
Relevance aggregation projections for image retrieval. CIVR 2008: 119-126 - [c172]Eric Zavesky, Shih-Fu Chang:
Columbia University's semantic video search engine 2008. CIVR 2008: 545-546 - [c171]Eric Zavesky, Shih-Fu Chang, Cheng-Chih Yang:
Visual islands: intuitive browsing of visual search results. CIVR 2008: 617-626 - [c170]Aidong Zhang, Shih-Fu Chang, Arif Ghafoor, Thomas S. Huang, Ramesh C. Jain, Rainer Lienhart:
Future directions in multimedia retrieval: : impact of new technology. CIVR 2008: 663-664 - [c169]Junfeng He, Shih-Fu Chang, Lexing Xie:
Fast kernel learning for spatial pyramid matching. CVPR 2008 - [c168]Steven C. H. Hoi, Wei Liu, Shih-Fu Chang:
Semi-supervised distance metric learning for Collaborative Image Retrieval. CVPR 2008 - [c167]Jun Wang, Shih-Fu Chang, Xiaobo Zhou, Stephen T. C. Wong:
Active microscopic cellular image annotation by superposable graph transduction with imbalanced labels. CVPR 2008 - [c166]Dong Xu, Tat-Jen Cham, Shuicheng Yan, Shih-Fu Chang:
Near duplicate image identification with patially Aligned Pyramid Matching. CVPR 2008 - [c165]Wei Jiang, Shih-Fu Chang, Tony Jebara, Alexander C. Loui:
Semantic Concept Classification by Joint Semi-supervised Learning of Feature Subspaces and Support Vector Machines. ECCV (4) 2008: 270-283 - [c164]Wei Jiang, Eric Zavesky, Shih-Fu Chang, Alexander C. Loui:
Cross-domain learning methods for high-level visual concept classification. ICIP 2008: 161-164 - [c163]Jun Wang, Tony Jebara, Shih-Fu Chang:
Graph transduction via alternating minimization. ICML 2008: 1144-1151 - [c162]Eric Zavesky, Shih-Fu Chang:
CuZero: embracing the frontier of interactive visual search for informed users. Multimedia Information Retrieval 2008: 237-244 - [c161]Xi Zhou, Xiaodan Zhuang, Shuicheng Yan, Shih-Fu Chang, Mark Hasegawa-Johnson, Thomas S. Huang:
SIFT-Bag kernel for video event analysis. ACM Multimedia 2008: 229-238 - [c160]Lyndon S. Kennedy, Shih-Fu Chang:
Internet image archaeology: automatically tracing the manipulation history of photographs on the web. ACM Multimedia 2008: 349-358 - [c159]Shih-Fu Chang, Junfeng He, Yu-Gang Jiang, Akira Yanagawa, Eric Zavesky, Elie Khoury, Chong-Wah Ngo:
Columbia University/VIREO-CityU/IRIT TRECVID2008 High-Level Feature Extraction and Interactive Video Search. TRECVID 2008 - 2007
- [j63]Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang:
Reranking Methods for Visual Search. IEEE Multim. 14(3): 14-22 (2007) - [j62]Ana B. Benitez, Di Zhong, Shih-Fu Chang:
Enabling MPEG-7 structural and semantic descriptions in retrieval applications. J. Assoc. Inf. Sci. Technol. 58(9): 1377-1380 (2007) - [j61]Shih-Fu Chang:
Learn how to learn [From the Editor]. IEEE Signal Process. Mag. 24(1): 2 (2007) - [j60]Yong Wang, Jae-Gon Kim, Shih-Fu Chang, Hyung-Myung Kim:
Utility-Based Video Adaptation for Universal Multimedia Access (UMA) and Content-Based Utility Function Prediction for Real-Time Video Transcoding. IEEE Trans. Multim. 9(2): 213-220 (2007) - [c158]Lyndon S. Kennedy, Shih-Fu Chang:
A reranking approach for context-based concept fusion in video indexing and retrieval. CIVR 2007: 333-340 - [c157]Shih-Fu Chang, Lyndon S. Kennedy, Eric Zavesky:
Columbia University's semantic video search engine. CIVR 2007: 643 - [c156]Wei Jiang, Shih-Fu Chang, Alexander C. Loui:
Kernel Sharing With Joint Boosting For Multi-Class Concept Detection. CVPR 2007 - [c155]Tian-Tsong Ng, Shih-Fu Chang, Mao-Pei Tsui:
Using Geometry Invariants for Camera Response Function Estimation. CVPR 2007 - [c154]Dong Xu, Shih-Fu Chang:
Visual Event Recognition in News Video using Kernel Methods with Multi-Level Temporal Alignment. CVPR 2007 - [c153]Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang:
Element Rearrangement for Tensor-Based Subspace Learning. CVPR 2007 - [c152]Wei Jiang, Shih-Fu Chang, Alexander C. Loui:
Context-Based Concept Fusion with Boosted Conditional Random Fields. ICASSP (1) 2007: 949-952 - [c151]Shih-Fu Chang, Wei-Ying Ma, Arnold W. M. Smeulders:
Recent Advances and Challenges of Semantic Image/Video Search. ICASSP (4) 2007: 1205-1208 - [c150]Yu-Feng Hsu, Shih-Fu Chang:
Image Splicing Detection using Camera Response Function Consistency and Automatic Segmentation. ICME 2007: 28-31 - [c149]Jun Wang, Xiaobo Zhou, Ju Lu, Jeff Lichtman, Shih-Fu Chang, Stephen T. C. Wong:
Dynamic Local Tracing for 3d Axon Curvilinear Structure Detection from Microscopic Image Stack. ISBI 2007: 81-84 - [c148]Shih-Fu Chang:
Blind Passive Media Forensics: Motivation and Opportunity. MCAM 2007: 57-59 - [c147]Jia Li, Shih-Fu Chang, Michael Lesk, Rainer Lienhart, Jiebo Luo, Arnold W. M. Smeulders:
New challenges in multimedia research for the increasingly connected and fast growing digital society. Multimedia Information Retrieval 2007: 3-10 - [c146]Alexander C. Loui, Jiebo Luo, Shih-Fu Chang, Dan Ellis, Wei Jiang, Lyndon S. Kennedy, Keansub Lee, Akira Yanagawa:
Kodak's consumer video benchmark data set: concept definition and annotation. Multimedia Information Retrieval 2007: 245-254 - [c145]Shih-Fu Chang, Dan Ellis, Wei Jiang, Keansub Lee, Akira Yanagawa, Alexander C. Loui, Jiebo Luo:
Large-scale multimodal semantic concept detection for consumer video. Multimedia Information Retrieval 2007: 255-264 - [c144]Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang:
Video search reranking through random walk over document-level context graph. ACM Multimedia 2007: 971-980 - [c143]Shih-Fu Chang, Wei Jiang, Akira Yanagawa, Eric Zavesky:
Columbia University TRECVID 2007 High-Level Feature Extraction. TRECVID 2007 - [c142]Shih-Fu Chang:
Recent Advances and Open Issues of Digital Image/Video Search. WIAMIS 2007 - 2006
- [j59]Milind R. Naphade, John R. Smith, Jelena Tesic, Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, Alexander G. Hauptmann, Jon Curtis:
Large-Scale Concept Ontology for Multimedia. IEEE Multim. 13(3): 86-91 (2006) - [j58]Shih-Fu Chang:
Challenges in the new year [from The Editor]. IEEE Signal Process. Mag. 23(1): 2 (2006) - [j57]Shih-Fu Chang:
"First who ... Then what" [from the Editor]. IEEE Signal Process. Mag. 23(2): 2 (2006) - [j56]A. Dumitras, Shih-Fu Chang:
Making luck happen [from the Editor]. IEEE Signal Process. Mag. 23(3): 2-5 (2006) - [j55]Shih-Fu Chang:
You have been reading...so what do you think? [from The Editor]. IEEE Signal Process. Mag. 23(5): 2 (2006) - [j54]Kurato Maeno, Qibin Sun, Shih-Fu Chang, Masayuki Suto:
New semi-fragile image authentication watermarking techniques using random bias and nonuniform quantization. IEEE Trans. Multim. 8(1): 32-45 (2006) - [c141]Barry Rafkind, Minsuk Lee, Shih-Fu Chang, Hong Yu:
Exploring Text and Image Features to Classify Images in Bioscience Literature. BioNLP@NAACL-HLT 2006: 73-80 - [c140]Shahram Ebadollahi, Lexing Xie, Andres Abreu, Mark Podlaseck, Shih-Fu Chang, John R. Smith:
Exploring the Dynamics of Visual Events in the Multi-dimensional Semantic Concept Space. CIVR 2006: 503-505 - [c139]DongQing Zhang, Shih-Fu Chang:
A Generative-Discriminative Hybrid Method for Multi-View Object Detection. CVPR (2) 2006: 2017-2024 - [c138]Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu:
Modeling the Activity Pattern of the Constellation of Cardiac Chambers in Echocardiogram Videos. CVAMIA 2006: 202-213 - [c137]Yong Wang, Shih-Fu Chang:
Complexity Adaptive H.264 Encoding for Light Weight Streams. ICASSP (2) 2006: 25-28 - [c136]Winston H. Hsu, Shih-Fu Chang:
Topic Tracking Across Broadcast News Videos with Visual Duplicates and Semantic Concepts. ICIP 2006: 141-144 - [c135]Wei Jiang, Shih-Fu Chang, Alexander C. Loui:
Active Context-Based Concept Fusionwith Partial User Labels. ICIP 2006: 2917-2920 - [c134]Lexing Xie, Shih-Fu Chang:
Pattern Mining in Visual Concept Streams. ICME 2006: 297-300 - [c133]Yu-Feng Hsu, Shih-Fu Chang:
Detecting Image Splicing using Geometry Invariants and Camera Characteristics Consistency. ICME 2006: 549-552 - [c132]Shahram Ebadollahi, Lexing Xie, Shih-Fu Chang, John R. Smith:
Visual Event Detection using Multi-Dimensional Concept Dynamics. ICME 2006: 881-884 - [c131]Lyndon S. Kennedy, Shih-Fu Chang, Igor Kozintsev:
To search or to label?: predicting the performance of search-based automatic image classifiers. Multimedia Information Retrieval 2006: 249-258 - [c130]Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang:
Video search reranking via information bottleneck principle. ACM Multimedia 2006: 35-44 - [c129]Shahram Ebadollahi, Anni Coden, Michael A. Tanenblatt, Shih-Fu Chang, Tanveer Fathima Syeda-Mahmood, Arnon Amir:
Concept-based electronic health records: opportunities and challenges. ACM Multimedia 2006: 997-1006 - [c128]Tian-Tsong Ng, Shih-Fu Chang:
An online system for classifying computer graphics images from natural photographs. Security, Steganography, and Watermarking of Multimedia Contents 2006: 607211 - [c127]Shih-Fu Chang, Winston H. Hsu, Wei Jiang, Lyndon S. Kennedy, Dong Xu, Akira Yanagawa, Eric Zavesky:
Columbia University TRECVID-2006 Video Search and High-Level Feature Extraction. TRECVID 2006 - 2005
- [j53]Qibin Sun, Shuiming Ye, Ching-Yung Lin, Shih-Fu Chang:
A Crypto Signature Scheme For Image Authentication Over Wireless Channel. Int. J. Image Graph. 5(1): 135-148 (2005) - [j52]Shih-Fu Chang, Anthony Vetro:
Video Adaptation: Concepts, Technologies, and Open Issues. Proc. IEEE 93(1): 148-158 (2005) - [j51]Yong Wang, Mihaela van der Schaar, Shih-Fu Chang, Alexander C. Loui:
Classification-based multidimensional adaptation prediction for scalable video coding using subjective quality evaluation. IEEE Trans. Circuits Syst. Video Technol. 15(10): 1270-1279 (2005) - [j50]Qibin Sun, Shih-Fu Chang:
A secure and robust digital signature scheme for JPEG2000 image authentication. IEEE Trans. Multim. 7(3): 480-494 (2005) - [j49]Qibin Sun, Shih-Fu Chang:
A Robust and Secure Media Signature Scheme for JPEG Images. J. VLSI Signal Process. 41(3): 305-317 (2005) - [c126]Winston H. Hsu, Shih-Fu Chang:
Visual Cue Cluster Construction via Information Bottleneck Principle and Kernel Density Estimation. CIVR 2005: 82-91 - [c125]Masami Mizutani, Shahram Ebadollahi, Shih-Fu Chang:
Commercial Detection in Heterogeneous Video Streams Using Fused Multi-Modal and Temporal Features. ICASSP (2) 2005: 157-160 - [c124]Shih-Fu Chang, R. Manmatha, Tat-Seng Chua:
Combining text and audio-visual features in video indexing. ICASSP (5) 2005: 1005-1008 - [c123]Lexing Xie, Lyndon S. Kennedy, Shih-Fu Chang, Ajay Divakaran, Huifang Sun, Ching-Yung Lin:
Layered dynamic mixture model for pattern discovery in asynchronous multi-modal streams [video applications]. ICASSP (2) 2005: 1053-1056 - [c122]Tian-Tsong Ng, Shih-Fu Chang, Jessie Hsu, Lexing Xie, Mao-Pei Tsui:
Physics-motivated features for distinguishing photographic images and computer graphics. ACM Multimedia 2005: 239-248 - [c121]Lyndon S. Kennedy, Apostol Natsev, Shih-Fu Chang:
Automatic discovery of query-class-dependent models for multimodal search. ACM Multimedia 2005: 882-891 - [c120]Chuohao Yeo, Yongwei Zhu, Qibin Sun, Shih-Fu Chang:
A Framework for Sub-Window Shot Detection. MMM 2005: 84-91 - [c119]Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, Lexing Xie, Akira Yanagawa, Eric Zavesky, Dong-Qing Zhang:
Columbia University TRECVID-2005 Video Search and High-Level Feature Extraction. TRECVID 2005 - 2004
- [j48]Ying Li, John R. Smith, Tong Zhang, Shih-Fu Chang:
Multimedia database management systems. J. Vis. Commun. Image Represent. 15(3): 261-264 (2004) - [j47]Di Zhong, Shih-Fu Chang:
Real-time view recognition and event detection for sports video. J. Vis. Commun. Image Represent. 15(3): 330-347 (2004) - [j46]Lexing Xie, Peng Xu, Shih-Fu Chang, Ajay Divakaran, Huifang Sun:
Structure analysis of soccer video with domain knowledge and hidden Markov models. Pattern Recognit. Lett. 25(7): 767-775 (2004) - [c118]Shih-Fu Chang:
Pattern Mining in Large-Scale Image and Video Sources p. CIVR 2004: 1 - [c117]Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu:
Automatic View Recognition in Echocardiogram Videos Using Parts-Based Representation. CVPR (2) 2004: 2-9 - [c116]Dong-Qing Zhang, Shih-Fu Chang:
Learning to Detect Scene Text Using a Higher-Order MRF with Belief Propagation. CVPR Workshops 2004: 101 - [c115]Winston H. Hsu, Lyndon S. Kennedy, Chih-Wei Huang, Shih-Fu Chang, Ching-Yung Lin, Giridharan Iyengar:
News video story segmentation using fusion of multi-level multi-modal features in TRECVID 2003. ICASSP (3) 2004: 645-648 - [c114]Tian-Tsong Ng, Shih-Fu Chang:
A model for image splicing. ICIP 2004: 1169-1172 - [c113]Ajay Divakaran, Kadir A. Peker, Shih-Fu Chang, Regunathan Radhakrishnan, Lexing Xie:
Video mining: pattern discovery versus pattern recognition. ICIP 2004: 2379-2382 - [c112]Lexing Xie, Lyndon S. Kennedy, Shih-Fu Chang, Ajay Divakaran, Huifang Sun, Ching-Yung Lin:
Discovering meaningful multimedia patterns with audio-visual concepts and associated text. ICIP 2004: 2383-2386 - [c111]DongQing Zhang, Ching-Yung Lin, Shih-Fu Chang, John R. Smith:
Semantic video clustering across sources using bipartite spectral clustering. ICME 2004: 117-120 - [c110]Cheng-Yu Wei, Nevenka Dimitrova, Shih-Fu Chang:
Color-mood analysis of films based on syntactic and psychological models. ICME 2004: 831-834 - [c109]Winston H. Hsu, Shih-Fu Chang:
Generative, discriminative, and ensemble learning on multi-modal perceptual fusion toward news video story segmentation. ICME 2004: 1091-1094 - [c108]Ryoma Oami, Ana B. Benitez, Shih-Fu Chang, Nevenka Dimitrova:
Understanding and modeling user interests in consumer videos. ICME 2004: 1475-1478 - [c107]Yong Wang, Shih-Fu Chang, Alexander C. Loui:
Subjective preference of spatio-temporal rate in video adaptation using multi-dimensional scalable coding. ICME 2004: 1719-1722 - [c106]Qibin Sun, Shuiming Ye, Ching-Yung Lin, Shih-Fu Chang:
A crypto signature scheme for image authentication over wireless channel. ICME 2004: 1931-1934 - [c105]Tian-Tsong Ng, Shih-Fu Chang, Qibin Sun:
Blind detection of photomontage using higher order statistics. ISCAS (5) 2004: 688-691 - [c104]Tat-Seng Chua, Shih-Fu Chang, Lekha Chaisorn, Winston H. Hsu:
Story boundary detection in large broadcast news video archives: techniques, experience and trends. ACM Multimedia 2004: 656-659 - [c103]DongQing Zhang, Shih-Fu Chang:
Detecting image near-duplicate by stochastic attributed relational graph matching with learning. ACM Multimedia 2004: 877-884 - [c102]Winston H. Hsu, Shih-Fu Chang, Chih-Wei Huang, Lyndon S. Kennedy, Ching-Yung Lin, Giridharan Iyengar:
Discovery and fusion of salient multimodal features toward news story segmentation. Storage and Retrieval Methods and Applications for Multimedia 2004: 244-258 - [c101]Arnon Amir, Janne Argillander, Marco Berg, Shih-Fu Chang, Martin Franz, Winston H. Hsu, Giridharan Iyengar, John R. Kender, Lyndon S. Kennedy, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, John R. Smith, Jelena Tesic, Gang Wu, Rong Yan, Donqing Zhang:
IBM Research TRECVID 2004 Video Retrieval System. TRECVID 2004 - [c100]Yong Wang, Tian-Tsong Ng, Mihaela van der Schaar, Shih-Fu Chang:
Predicting optimal operation of MC-3DSBC multidimensional scalable video coding using subjective quality measurement. VCIP 2004 - 2003
- [j45]Hualu Wang, Ajay Divakaran, Anthony Vetro, Shih-Fu Chang, Huifang Sun:
Survey of compressed-domain features used in audio-visual indexing and analysis. J. Vis. Commun. Image Represent. 14(2): 150-183 (2003) - [j44]Fernando Pereira, Ian S. Burnett, Shih-Fu Chang:
Special issue on multimedia adaptation. Signal Process. Image Commun. 18(8): 597-599 (2003) - [c99]DongQing Zhang, Shih-Fu Chang:
A Bayesian Framework for Fusing Multiple Word Knowledge Models in Videotext Recognition. CVPR (2) 2003: 528-533 - [c98]Shih-Fu Chang:
Content-based video summarization and adaptation for ubiquitous media access. ICIAP 2003: 494-496 - [c97]Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun:
Feature selection for unsupervised discovery of statistical temporal structures in video. ICIP (1) 2003: 29-32 - [c96]Yong Wang, Jae-Gon Kim, Shih-Fu Chang:
Content-based utility function prediction for real-time MPEG-4 video transcoding. ICIP (1) 2003: 189-192 - [c95]Ana B. Benitez, Shih-Fu Chang:
Image classification using multimedia knowledge networks. ICIP (3) 2003: 613-616 - [c94]Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun:
Unsupervised discovery of multilevel statistical video structures using hierarchical hidden Markov models. ICME 2003: 29-32 - [c93]Jae-Gon Kim, Yong Wang, Shih-Fu Chang:
Content-adaptive utility-based video adaptation. ICME 2003: 281-284 - [c92]Winston H. Hsu, Shih-Fu Chang:
A statistical framework for fusing mid-level perceptual features in news story segmentation. ICME 2003: 413-416 - [c91]Shih-Fu Chang:
Mining spatio-temporal patterns and knowledge structures in multimedia collection. MMDB 2003: 1 - [c90]Arnon Amir, Marco Berg, Shih-Fu Chang, Winston H. Hsu, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Chalapathy Neti, Harriet J. Nock, John R. Smith, Belle L. Tseng, Yi Wu, Donqing Zhang:
IBM Research TRECVID-2003 Video Retrieval System. TRECVID 2003 - [c89]Winston H. Hsu, Shih-Fu Chang, Lyndon S. Kennedy, Chih-Wei Huang, Ching-Yung Lin, Giridharan Iyengar:
Discovery and Fusion of Salient Multi-modal Features Towards News Story Segmentation. TRECVID 2003 - 2002
- [j43]Shih-Fu Chang:
The Holy Grail of Content-Based. IEEE Multim. 9(2): 6-10 (2002) - [j42]Fernando Pereira, Ian S. Burnett, Shih-Fu Chang:
Special issue on multimedia adaptation. Signal Process. Image Commun. 17(4): 361-362 (2002) - [j41]Hari Sundaram, Shih-Fu Chang:
Computable scenes and structures in films. IEEE Trans. Multim. 4(4): 482-491 (2002) - [c88]Qibin Sun, Qi Tian, Shih-Fu Chang:
A robust and secure media signature scheme for JPEG images. IEEE Workshop on Multimedia Signal Processing 2002: 296-299 - [c87]Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun:
Structure analysis of soccer video with hidden Markov models. ICASSP 2002: 4096-4099 - [c86]Hari Sundaram, Shih-Fu Chang:
Video skims: taxonomies and an optimal generation framework. ICIP (2) 2002: 21-24 - [c85]DongQing Zhang, Raj Kumar Rajendran, Shih-Fu Chang:
General and domain-specific techniques for detecting and recognizing superimposed text in video. ICIP (1) 2002: 593-596 - [c84]Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu:
Echocardiogram videos: summarization, temporal segmentation and browsing. ICIP (1) 2002: 613-616 - [c83]Qibin Sun, Shih-Fu Chang:
Semi-fragile image authentication using generic wavelet domain features and ECC. ICIP (2) 2002: 901-904 - [c82]Qibin Sun, Shih-Fu Chang, Kurato Maeno, Masayuki Suto:
A quantitative semi-fragile JPEG2000 image authentication system. ICIP (2) 2002: 921-924 - [c81]Ana B. Benitez, Shih-Fu Chang:
Perceptual knowledge construction from annotated image collections. ICME (1) 2002: 189-192 - [c80]Ana B. Benitez, Shih-Fu Chang:
Semantic knowledge construction from annotated image collections. ICME (2) 2002: 205-208 - [c79]Raj Kumar Rajendran, Mihaela van der Schaar, Shih-Fu Chang:
FGS+: optimizing the joint SNR-temporal video quality in MPEG-4 fine grained scalable coding. ISCAS (1) 2002: 445-448 - [c78]Ana B. Benitez, Shih-Fu Chang:
Multimedia Knowledge Integration, Summarization And Evaluation. MDM/KDD 2002: 39-50 - [c77]Hari Sundaram, Lexing Xie, Shih-Fu Chang:
A utility framework for the automatic generation of audio-visual skims. ACM Multimedia 2002: 189-198 - [c76]DongQing Zhang, Shih-Fu Chang:
Event detection in baseball video using superimposed caption recognition. ACM Multimedia 2002: 315-318 - [c75]Alejandro Jaimes, Shih-Fu Chang, Alexander C. Loui:
Duplicate detection in consumer photography and news video. ACM Multimedia 2002: 423-424 - [c74]Kurato Maeno, Qibin Sun, Shih-Fu Chang, Masayuki Suto:
New semifragile image authentication watermarking techniques using random bias and nonuniform quantization. Security and Watermarking of Multimedia Contents 2002: 659-670 - 2001
- [j40]Alejandro Jaimes, Shih-Fu Chang:
Learning Structured Visual Detectors from User Input at Multiple Levels. Int. J. Image Graph. 1(3): 415-444 (2001) - [j39]Corinne Jörgensen, Alejandro Jaimes, Ana B. Benitez, Shih-Fu Chang:
A conceptual framework and empirical research for classifying visual descriptors. J. Assoc. Inf. Sci. Technol. 52(11): 938-947 (2001) - [j38]Ching-Yung Lin, Shih-Fu Chang:
A robust image authentication method distinguishing JPEG compression from malicious manipulation. IEEE Trans. Circuits Syst. Video Technol. 11(2): 153-168 (2001) - [j37]Shih-Fu Chang, Atul Puri, Thomas Sikora, HongJiang Zhang:
Introduction to the special issue on MPEG-7. IEEE Trans. Circuits Syst. Video Technol. 11(6): 685-687 (2001) - [j36]Shih-Fu Chang, Thomas Sikora, Atul Puri:
Overview of the MPEG-7 standard. IEEE Trans. Circuits Syst. Video Technol. 11(6): 688-695 (2001) - [c73]Ana B. Benitez, Di Zhong, Shih-Fu Chang, John R. Smith:
MPEG-7 MDS Content Description Tools and Applications. CAIP 2001: 41-52 - [c72]Alejandro Jaimes, Jeff B. Pelz, Tim Grabowski, Jason S. Babcock, Shih-Fu Chang:
Using human observer eye movements in automatic image classifiers. Human Vision and Electronic Imaging 2001: 373-384 - [c71]Di Zhong, Shih-Fu Chang:
Long-term moving object segmentation and tracking using spatio-temporal consistency. ICIP (2) 2001: 57-60 - [c70]William Chen, Shih-Fu Chang:
VISMap: an interactive image/video retrieval system using visualization and concept maps. ICIP (3) 2001: 588-591 - [c69]Ching-Yung Lin, Shih-Fu Chang:
Zero-error information hiding capacity of digital images. ICIP (3) 2001: 1007-1010 - [c68]Hari Sundaram, Shih-Fu Chang:
Condensing Computable Scenes Using Visual Complexity And Film Syntax Analysis. ICME 2001 - [c67]Peng Xu, Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Anthony Vetro, Huifang Sun:
Algorithms And System For Segmentation And Structure Analysis In Soccer Video. ICME 2001 - [c66]Di Zhong, Shih-Fu Chang:
Structure Analysis of Sports Video Using Domain Models. ICME 2001 - [c65]Ching-Yung Lin, Shih-Fu Chang:
Watermarking Capacity of Digital Images Based on Domain-Specific Masking Effects. ITCC 2001: 90-94 - [c64]Kathleen R. McKeown, Shih-Fu Chang, James J. Cimino, Steven Feiner, Carol Friedman, Luis Gravano, Vasileios Hatzivassiloglou, Steven Johnson, Desmond A. Jordan, Judith Klavans, André Kushniruk, Vimla L. Patel, Simone Teufel:
PERSIVAL, a system for personalized search and summarization over multimedia healthcare information. JCDL 2001: 331-340 - [c63]Shahram Ebadollahi, Shih-Fu Chang:
View segmentation and static/dynamic summary generation for echocardiogram videos. JCDL 2001: 456 - [c62]Di Zhong, Raj Kumar, Shih-Fu Chang:
Real-time personalized sports video filtering and summarization. ACM Multimedia 2001: 623-625 - [c61]Ching-Yung Lin, Shih-Fu Chang:
SARI: self-authentication-and-recovery image watermarking system. ACM Multimedia 2001: 628-629 - [c60]Ana B. Benitez, Shih-Fu Chang, John R. Smith:
IMKA: a multimedia organization system combining perceptual and semantic knowledge. ACM Multimedia 2001: 630-631 - [e3]Heung-Yeung Shum, Mark Liao, Shih-Fu Chang:
Advances in Multimedia Information Processing - PCM 2001, Second IEEE Pacific Rim Conference on Multimedia, Bejing, China, October 24-26, 2001, Proceedings. Lecture Notes in Computer Science 2195, Springer 2001, ISBN 3-540-42680-9 [contents] - 2000
- [j35]Gustavo de los Reyes, Amy R. Reibman, Shih-Fu Chang, Justin C.-I. Chuang:
Error-resilient transcoding for video over wireless channels. IEEE J. Sel. Areas Commun. 18(6): 1063-1074 (2000) - [j34]Ana B. Benitez, Seungyup Paek, Shih-Fu Chang, Atul Puri, Qian Huang, John R. Smith, Chung-Sheng Li, Lawrence D. Bergman, Charles N. Judice:
Object-based multimedia content description schemes and applications for MPEG-7. Signal Process. Image Commun. 16(1-2): 235-269 (2000) - [j33]Shih-Fu Chang, Alexandros Eleftheriadis, Dimitris Anastassiou, Stephen Jacobs, Javier Zamora:
A practical methodology for guaranteeing quality of service for video-on-demand. IEEE Trans. Circuits Syst. Video Technol. 10(1): 166-178 (2000) - [j32]Seungyup Paek, Shih-Fu Chang:
Video-server retrieval scheduling and resource reservation for variable bit rate scalable video. IEEE Trans. Circuits Syst. Video Technol. 10(3): 460-474 (2000) - [c59]Hari Sundaram, Shih-Fu Chang:
Audio scene segmentation using multiple features, models and time scales. ICASSP 2000: 2441-2444 - [c58]Seungyup Paek, Shih-Fu Chang:
Experiments in Constructing Belief Networks for Image Classification Systems. ICIP 2000: 46-49 - [c57]Alejandro Jaimes, Ana B. Benitez, Shih-Fu Chang, Alexander C. Loui:
Discovering Recurrent Visual Semantics in Consumer Photographs. ICIP 2000: 528-531 - [c56]Shih-Fu Chang, Hari Sundaram:
Structural and Semantic Analysis of Video. IEEE International Conference on Multimedia and Expo (II) 2000: 687- - [c55]Raj Kumar Rajendran, Shih-Fu Chang:
Image Retrieval with Sketches and Compositions. IEEE International Conference on Multimedia and Expo (II) 2000: 717- - [c54]Seungyup Paek, Shih-Fu Chang:
A Knowledge Engineering Approach for Image Classification based on Probabilistic Reasoning Systems. IEEE International Conference on Multimedia and Expo (II) 2000: 1133-1136 - [c53]Hari Sundaram, Shih-Fu Chang:
Video Scene Segmentation using Video and Audio Features. IEEE International Conference on Multimedia and Expo (II) 2000: 1145-1148 - [c52]William Chen, Shih-Fu Chang:
Generating Semantic Visual Templates for Video Databases. IEEE International Conference on Multimedia and Expo (III) 2000: 1337-1340 - [c51]Shih-Fu Chang, Paul Bocheck:
Principles and applications of content-aware video communication. ISCAS 2000: 33-36 - [c50]Hari Sundaram, Shih-Fu Chang:
Determining computable scenes in films and their structures using audio-visual memory models. ACM Multimedia 2000: 95-104 - [c49]Alejandro Jaimes, Shih-Fu Chang:
Automatic selection of visual features and classifiers. Storage and Retrieval for Media Databases 2000: 346-358 - [c48]William Chen, Shih-Fu Chang:
Motion trajectory matching of video objects. Storage and Retrieval for Media Databases 2000: 544-553 - [c47]Ching-Yung Lin, Shih-Fu Chang:
Semifragile watermarking for authenticating JPEG visual content. Security and Watermarking of Multimedia Contents 2000: 140-151 - [c46]Qibin Sun, Di Zhong, Shih-Fu Chang, Jiankang Wu, Arcot Desai Narasimhalu:
VQ-based digital signature scheme for multimedia content authentication. Security and Watermarking of Multimedia Contents 2000: 404-416 - [e2]Shahram Ghandeharizadeh, Shih-Fu Chang, Stephen Fischer, Joseph A. Konstan, Klara Nahrstedt:
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30 - November 3, 2000. ACM 2000, ISBN 1-58113-198-4 [contents] - [e1]Shahram Ghandeharizadeh, Shih-Fu Chang, Stephen Fischer, Joseph A. Konstan, Klara Nahrstedt:
Proceedings of the ACM Multimedia 2000 Workshops, Los Angeles, CA, USA, October 30 - November 3, 2000. ACM Press 2000, ISBN 1-58113-311-1 [contents]
1990 – 1999
- 1999
- [j31]Alberto Del Bimbo, Vittorio Castelli, Shih-Fu Chang, Chung-Sheng Li:
GUEST EDITORS' INTRODUCTION: Content-Based Access of Image and Video Libraries. Comput. Vis. Image Underst. 75(1-2): 1-2 (1999) - [j30]Yong Rui, Thomas S. Huang, Shih-Fu Chang:
Image Retrieval: Current Techniques, Promising Directions, and Open Issues. J. Vis. Commun. Image Represent. 10(1): 39-62 (1999) - [j29]John R. Smith, Shih-Fu Chang:
Integrated Spatial and Feature Image Query. Multim. Syst. 7(2): 129-140 (1999) - [j28]Shih-Fu Chang, HongJiang Zhang:
Editorial: Content-Processing for Video Browsing, Retrieval, and Editing. Multim. Syst. 7(4): 255 (1999) - [j27]Horace J. Meng, Di Zhong, Shih-Fu Chang:
Searching and Editing MPEG-Compressed Video in a Distributed Online Environment. Multim. Syst. 7(4): 282-293 (1999) - [j26]Javier Zamora, Dimitris Anastassiou, Shih-Fu Chang, Leonard W. Ulbricht:
Objective and subjective quality of service performance of video-on-demand in ATM-WAN. Signal Process. Image Commun. 14(6-8): 635-654 (1999) - [j25]Fernando Pereira, Shih-Fu Chang, Rob Koenen, Atul Puri, Olivier Avaro:
Introduction to the special issue on object-based video coding and description. IEEE Trans. Circuits Syst. Video Technol. 9(8): 1144-1146 (1999) - [j24]Di Zhong, Shih-Fu Chang:
An integrated approach for content-based video object segmentation and retrieval. IEEE Trans. Circuits Syst. Video Technol. 9(8): 1259-1268 (1999) - [c45]Di Zhong, Shih-Fu Chang:
Region Feature Based Similarity Searching of Semantic Video Objects. ICIP (2) 1999: 111-115 - [c44]Shih-Fu Chang, Gwendal Auffret, Jonathan Foote, Chung-Sheng Li, Behzad Shahraray, Tanveer Fathima Syeda-Mahmood, HongJiang Zhang:
Multimedia access and retrieval: the state of the art and future directions (panel session). ACM Multimedia (1) 1999: 443-445 - [c43]Hari Sundaram, Shih-Fu Chang:
Efficient video sequence retrieval in large repositories. Storage and Retrieval for Image and Video Databases (SPIE) 1999: 108-119 - [c42]Alejandro Jaimes, Shih-Fu Chang:
Model-based classification of visual information for content-based retrieval. Storage and Retrieval for Image and Video Databases (SPIE) 1999: 402-414 - [c41]Ching-Yung Lin, Shih-Fu Chang:
Issues and solutions for authenticating MPEG video. Security and Watermarking of Multimedia Contents 1999: 54-65 - 1998
- [j23]Seungyup Paek, Shih-Fu Chang:
High Performance Digital Video Servers: Storage and Retrieval of Compressed Scalable Video. Adv. Comput. 47: 293-340 (1998) - [j22]Kathleen R. McKeown, Steven Feiner, Mukesh Dalal, Shih-Fu Chang:
Generating Multimedia Briefings: Coordinating Language and Illustration. Artif. Intell. 103(1-2): 95-116 (1998) - [j21]Ana B. Benitez, Mandis Beigi, Shih-Fu Chang:
Using Relevance Feedback in Content-Based Image Metasearch. IEEE Internet Comput. 2(4): 59-69 (1998) - [j20]Shih-Fu Chang, Ping Wah Wong, Hong-Jiang Zhang:
Special Issue on Image Technology for World Wide Web Applications: Guest Editors' Comments. J. Vis. Commun. Image Represent. 9(4): 255 (1998) - [j19]Shih-Fu Chang, Alexandros Eleftheriadis, Robert McClintock:
Next-generation content representation, creation, and searching for new-media applications in education. Proc. IEEE 86(5): 884-904 (1998) - [j18]Shih-Fu Chang, Luis Gravano, Gail E. Kaiser, Kenneth A. Ross, Salvatore J. Stolfo:
Database Research at Columbia University. SIGMOD Rec. 27(3): 75-80 (1998) - [j17]Pankaj Batra, Shih-Fu Chang:
Effective algorithms for video transmission over wireless channels. Signal Process. Image Commun. 12(2): 147-166 (1998) - [j16]Shih-Fu Chang, William Chen, Horace J. Meng, Hari Sundaram, Di Zhong:
A fully automated content-based video search engine supporting spatiotemporal queries. IEEE Trans. Circuits Syst. Video Technol. 8(5): 602-615 (1998) - [c40]Yong Rui, Thomas S. Huang, Shih-Fu Chang:
Digital image/video library and MPEG-7: standardization and research issues. ICASSP 1998: 3785-3788 - [c39]Gustavo de los Reyes, Amy R. Reibman, Justin C.-I. Chuang, Shih-Fu Chang:
Video Transcoding for Resilience in Wireless Channels. ICIP (1) 1998: 338-342 - [c38]Jianhao Meng, Shih-Fu Chang:
Embedding Visible Video Watermarks in the Compressed Domain. ICIP (1) 1998: 474-477 - [c37]Shih-Fu Chang, William Chen, Hari Sundaram:
Semantic Visual Templates: Linking Visual Features to Semantics. ICIP (3) 1998: 531-535 - [c36]Di Zhong, Shih-Fu Chang:
AMOS: An Active System for MPEG-4 Video Object Segmentation. ICIP (2) 1998: 647-651 - [c35]Mandis Beigi, Ana B. Benitez, Shih-Fu Chang:
MetaSEEk: A Content-Based Metasearch Engine for Images. Storage and Retrieval for Image and Video Databases (SPIE) 1998: 118-128 - [c34]Ching-Yung Lin, Shih-Fu Chang:
Robust Image Authentication Method Surviving JPEG Lossy Compression. Storage and Retrieval for Image and Video Databases (SPIE) 1998: 296-307 - [c33]Shih-Fu Chang, William Chen, Hari Sundaram:
VideoQ: a fully automated video retrieval system using motion sketches. WACV 1998: 270-271 - 1997
- [j15]Shih-Fu Chang, John R. Smith, Mandis Beigi, Ana B. Benitez:
Visual Information Retrieval from Large Distributed Online Repositories. Commun. ACM 40(12): 63-71 (1997) - [j14]Shih-Fu Chang, John R. Smith, Horace J. Meng, Hualu Wang, Di Zhong:
Finding Images/Video in Large Archives: Columbia's Content-Based Visual Query Project. D Lib Mag. 3(2) (1997) - [j13]John R. Smith, Shih-Fu Chang:
Visually Searching the Web for Content. IEEE Multim. 4(3): 12-20 (1997) - [j12]Alfred V. Aho, Shih-Fu Chang, Kathleen R. McKeown, Dragomir R. Radev, John R. Smith, Kazi A. Zaman:
Columbia Digital News Project: An Environment for Briefing and Search over Multimedia Information. Int. J. Digit. Libr. 1(4): 377-385 (1997) - [j11]Shih-Fu Chang, Dimitris Anastassiou, Alexandros Eleftheriadis, John V. Pavlik:
Guest Editorial. Multim. Tools Appl. 5(2): 115-118 (1997) - [j10]Hari Kalva, Shih-Fu Chang, Alexandros Eleftheriadis:
DAVIC and Interoperability Experiments. Multim. Tools Appl. 5(2): 119-132 (1997) - [j9]Shih-Fu Chang, Alexandros Eleftheriadis, Dimitris Anastassiou, Stephen Jacobs, Hari Kalva, Javier Zamora:
Columbia's VoD and Multimedia Research Testbed with Heterogeneous Network Support. Multim. Tools Appl. 5(2): 171-184 (1997) - [j8]Chung-Tao Chu, Dimitris Anastassiou, Shih-Fu Chang:
Hybrid object-based/block-based coding in video compression at very low bit-rate. Signal Process. Image Commun. 10(1-3): 159-171 (1997) - [j7]Shih-Fu Chang:
Content-based indexing and retrieval of visual information. IEEE Signal Process. Mag. 14(4): 45-48 (1997) - [j6]Hualu Wang, Shih-Fu Chang:
A highly efficient system for automatic face region detection in MPEG video. IEEE Trans. Circuits Syst. Video Technol. 7(4): 615-628 (1997) - [c32]Alfred V. Aho, Shih-Fu Chang, Kathleen R. McKeown, Dragomir R. Radev, John R. Smith, Kazi A. Zaman:
Columbia Digital News System An Environment for Briefing and Search over Multimedia Information. ADL 1997: 82-94 - [c31]Shih-Fu Chang, John R. Smith, Horace J. Meng:
Exploring Image Functionalities in WWW Applications- Development of Image/Video Search and Editing Engines. ICIP (3) 1997: 1-4 - [c30]Di Zhong, Shih-Fu Chang:
Spatio-Temporal Video Search Using the Object-Based Video Representation. ICIP (1) 1997: 21-24 - [c29]John R. Smith, Shih-Fu Chang:
Joint adaptive space and frequency basis selection. ICIP (3) 1997: 702-705 - [c28]Shih-Fu Chang, William Chen, Horace J. Meng, Hari Sundaram, Di Zhong:
VideoQ: An Automated Content Based Video Search System Using Visual Cues. ACM Multimedia 1997: 313-324 - [c27]John R. Smith, Shih-Fu Chang:
SaFe: a general framework for integrated spatial and feature image search. MMSP 1997: 301-306 - [c26]Horace J. Meng, Di Zhong, Shih-Fu Chang:
A distributed system for editing and browsing compressed video over the network. MMSP 1997: 489-494 - [c25]John R. Smith, Shih-Fu Chang:
Enhancing image search engines in visual information environments. MMSP 1997: 545-552 - [c24]Horace J. Meng, Di Zhong, Shih-Fu Chang:
WebClip: a WWW video editing/browsing system. MMSP 1997: 553-557 - [c23]John R. Smith, Shih-Fu Chang:
Image and Video Search Engine for the World Wide Web. Storage and Retrieval for Image and Video Databases (SPIE) 1997: 84-95 - 1996
- [j5]Shih-Fu Chang, Alexandros Eleftheriadis, Dimitris Anastassiou:
Development of Columbia's video on demand testbed. Signal Process. Image Commun. 8(3): 191-207 (1996) - [c22]Chung-Tao Chu, Dimitris Anastassiou, Shih-Fu Chang:
Hybrid Block-Based/Segment-Based Video Compression at very Low Bitrate. Data Compression Conference 1996: 431 - [c21]Shih-Fu Chang, John R. Smith, Jianhao Meng:
Efficient Techniques for Feature-Based Image/Video Access and Manipulation. Data Processing Clinic 1996 - [c20]John R. Smith, Shih-Fu Chang:
Automated binary texture feature sets for image retrieval. ICASSP 1996: 2239-2242 - [c19]Marc Schneider, Shih-Fu Chang:
A robust content based digital signature for image authentication. ICIP (3) 1996: 227-230 - [c18]Paul Bocheck, Shih-Fu Chang:
A content based video traffic model using camera operations. ICIP (2) 1996: 817-820 - [c17]John R. Smith, Shih-Fu Chang:
Local color and texture extraction and spatial query. ICIP (3) 1996: 1011-1014 - [c16]Seungyup Paek, Shih-Fu Chang:
Video Server Retrieval Scheduling for Variable Bit Rate Scalable Video. ICMCS 1996: 108-112 - [c15]Jianhao Meng, Shih-Fu Chang:
CVEPS - A Compressed Video Editing and Parsing System. ACM Multimedia 1996: 43-53 - [c14]John R. Smith, Shih-Fu Chang:
VisualSEEk: A Fully Automated Content-Based Image Query System. ACM Multimedia 1996: 87-98 - [c13]Jianhao Meng, Shih-Fu Chang:
Tools for Compressed-Domain Video Indexing and Editing. Storage and Retrieval for Image and Video Databases (SPIE) 1996: 180-191 - [c12]Di Zhong, HongJiang Zhang, Shih-Fu Chang:
Clustering Methods for Video Browsing and Annotation. Storage and Retrieval for Image and Video Databases (SPIE) 1996: 239-246 - [c11]John R. Smith, Shih-Fu Chang:
Tools and Techniques for Color Image Retrieval. Storage and Retrieval for Image and Video Databases (SPIE) 1996: 426-437 - 1995
- [j4]Shih-Fu Chang:
Exploring Functionalities in the Compressed Image/Video Domain. ACM Comput. Surv. 27(4): 573-575 (1995) - [j3]Shih-Fu Chang, David G. Messerschmitt:
Manipulation and Compositing of MC-DCT Compressed Video. IEEE J. Sel. Areas Commun. 13(1): 1-11 (1995) - [c10]John R. Smith, Shih-Fu Chang:
Frequency and spatially adaptive wavelet packets. ICASSP 1995: 2233-2236 - [c9]Shih-Fu Chang:
Compressed-domain techniques for image/video indexing and manipulation. ICIP 1995: 314-317 - [c8]John R. Smith, Shih-Fu Chang:
Single color extraction and image query. ICIP (3) 1995: 528-531 - [c7]Seungyup Paek, Paul Bocheck, Shih-Fu Chang:
Scalable MPEG2 Video Servers with Heterogeneous QoS on Parallel Disk Arrays. NOSSDAV 1995: 342-353 - 1994
- [c6]John R. Smith, Shih-Fu Chang:
Transform Features for Texture Classification and Discrimination in Large Image Databases. ICIP (3) 1994: 407-411 - [c5]Shih-Fu Chang, Alexandros Eleftheriadis:
Error Accumulation of Repetitive Image Coding. ISCAS 1994: 201-204 - [c4]Jonathan M. Smith, Shih-Fu Chang:
Quad-Tree Segmentation for Texture-Based Image Query. ACM Multimedia 1994: 279-286 - 1993
- [c3]Shih-Fu Chang, David G. Messerschmitt:
A new approach to decoding and compositing motion-compensated DCT-based images. ICASSP (5) 1993: 421-424 - [c2]Shih-Fu Chang, David G. Messerschmitt:
Transform Coding of Arbitrarily-Shaped Image Segments. ACM Multimedia 1993: 83-90 - 1992
- [j2]Shih-Fu Chang, David G. Messerschmitt:
Compositing motion-compensated video within the network. Comput. Commun. Rev. 22(3): 16-17 (1992) - [j1]Shih-Fu Chang, David G. Messerschmitt:
Designing high-throughput VLC decoder. I. Concurrent VLSI architectures. IEEE Trans. Circuits Syst. Video Technol. 2(2): 187-196 (1992) - 1991
- [c1]Shih-Fu Chang, David G. Messerschmitt:
VLSI Designs for High-Speed Huffman Decoder. ICCD 1991: 500-503
Coauthor Index
Noel Codella
aka: Noel C. F. Codella
aka: Noel C. F. Codella
[j116] [c394] [c388] [i129] [c383] [c381] [c380] [c375] [i115] [i114] [i108] [c367] [c362] [c355] [c352] [i107] [i100] [i99] [i95] [i94] [c350] [c346] [c341] [c340] [i84] [i80] [c336] [c335] [c333] [c329] [i76] [i74] [i70] [c322] [c317] [i62] [i52] [c310] [c309] [i50] [i48] [c297] [c293] [c283] [c280] [c274]
[c396] [i132] [i131] [c395] [c390] [c389] [c388] [c387] [i130] [c383] [c380] [c377] [c376] [c375] [c374] [c371] [i122] [i120] [i118] [i115] [i109] [c367] [c363] [c362] [c355] [c352] [i107] [i105] [i100] [i99] [i98] [i95] [i94] [i91] [c349] [c348] [c346] [c340] [i90] [i89] [i84] [i80] [c330] [c327] [c318] [i61] [i60] [i54] [i53] [i51]
Zheng Shou 0001
aka: Mike Zheng Shou
aka: Mike Zheng Shou
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