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ORCIDICMR 2019: Ottawa, ON, Canada
- Abdulmotaleb El-Saddik, Alberto Del Bimbo, Zhongfei Zhang, Alexander G. Hauptmann, K. Selçuk Candan, Marco Bertini, Lexing Xie, Xiao-Yong Wei:
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019. ACM 2019, ISBN 978-1-4503-6765-3
Keynote Address
- Tat-Seng Chua:
Keynote: Towards Explainability in AI and Multimedia Research. 1
Tutorials
- Jakub Lokoc, Klaus Schoeffmann, Werner Bailer, Luca Rossetto
, Cathal Gurrin:
Interactive Video Retrieval in the Age of Deep Learning. 2-4 - Jan Sedmidubský, Pavel Zezula:
Similarity Search in 3D Human Motion Data. 5-6
New Brave Ideas and Doctorial Symposium
- Tongcun Liu, Jianxin Liao, Zhigen Wu, Yulong Wang, Jingyu Wang:
A Geographical-Temporal Awareness Hierarchical Attention Network for Next Point-of-Interest Recommendation. 7-15 - Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel:
The Focus-Aspect-Value Model for Explainable Prediction of Subjective Visual Interpretation. 16-24 - Noa Garcia, Benjamin Renoust, Yuta Nakashima:
Context-Aware Embeddings for Automatic Art Analysis. 25-33 - Tomás Grosup:
Methods of Multi-Modal Data Exploration. 34-37
Spotlight Presentation 1
- Jan Sedmidubský, Petr Elias, Pavel Zezula:
Benchmarking Search and Annotation in Continuous Human Skeleton Sequences. 38-42 - Javier Alvaro Vargas Muñoz, Zanoni Dias, Ricardo da Silva Torres:
A Genetic Programming Approach for Searching on Nearest Neighbors Graphs. 43-47 - Xinyao Nie, Hong Lu, Zijian Wang, Jingyuan Liu, Zehua Guo:
Weakly Supervised Image Retrieval via Coarse-scale Feature Fusion and Multi-level Attention Blocks. 48-52 - Peter U. Eze, Udaya Parampalli, Robin J. Evans, Dongxi Liu:
Integrity Verification in Medical Image Retrieval Systems using Spread Spectrum Steganography. 53-57 - Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette:
An Unsupervised Genetic Algorithm Framework for Rank Selection and Fusion on Image Retrieval. 58-62 - Zhixin Li, Lan Lin, Canlong Zhang, Huifang Ma, Weizhong Zhao:
Collaborating CNN and SVM for Automatic Image Annotation. 63-67 - Liang Zhang, Shuai Zhang, Peiyi Shen, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun:
Relationship Detection Based on Object Semantic Inference and Attention Mechanisms. 68-72 - Fakhreddine Ababsa, Hicham Hadj-Abdelkader, Marouane Boui:
3D Human Tracking with Catadioptric Omnidirectional Camera. 73-77
Long Presentation Session 1: Learning and Security
- Gjorgji Strezoski, Nanne van Noord, Marcel Worring:
Learning Task Relatedness in Multi-Task Learning for Images in Context. 78-86 - Xinyu Weng, Yongzhi Li, Lu Chi, Yadong Mu:
High-Capacity Convolutional Video Steganography with Temporal Residual Modeling. 87-95 - Yinghao Wang, Chen Chen, Jiong Wang, Yingying Zhu:
Learning Discriminative Features for Image Retrieval. 96-104 - Huili Chen, Bita Darvish Rouhani, Cheng Fu, Jishen Zhao, Farinaz Koushanfar:
DeepMarks: A Secure Fingerprinting Framework for Digital Rights Management of Deep Learning Models. 105-113
Long Presentation Session 2: Multimedia Hashing and Search I
- Yifan Yang, Libing Geng, Hanjiang Lai, Yan Pan, Jian Yin:
Feature Pyramid Hashing. 114-122 - Shaoying Wang, Hanjiang Lai, Yifan Yang, Jian Yin:
Deep Policy Hashing Network with Listwise Supervision. 123-131 - Wei Chen, Jincai Chen, Fuhao Zou, Yuan-Fang Li, Ping Lu, Wei Zhao:
RobustiQ: A Robust ANN Search Method for Billion-scale Similarity Search on GPUs. 132-140 - Zhikai Hu, Xin Liu, Xingzhi Wang, Yiu-ming Cheung, Nannan Wang, Yewang Chen:
Triplet Fusion Network Hashing for Unpaired Cross-Modal Retrieval. 141-149
Best Paper Award Session
- Qianqian Wang, Feng Su, Yuyang Wang:
A Hierarchical Attentive Deep Neural Network Model for Semantic Music Annotation Integrating Multiple Music Representations. 150-158 - Wen Gu, Xiaoyan Gu, Jingzi Gu, Bo Li, Zhi Xiong, Weiping Wang:
Adversary Guided Asymmetric Hashing for Cross-Modal Retrieval. 159-167 - Christian Otto, Matthias Springstein, Avishek Anand, Ralph Ewerth:
Understanding, Categorizing and Predicting Semantic Image-Text Relations. 168-176
Spotlight Presentation 2
- Jakub Lokoc, Gregor Kovalcík, Tomás Soucek, Jaroslav Moravec, Premysl Cech:
VIRET: A Video Retrieval Tool for Interactive Known-item Search. 177-181 - Yash Patel, Lluís Gómez, Marçal Rusiñol, Dimosthenis Karatzas, C. V. Jawahar:
Self-Supervised Visual Representations for Cross-Modal Retrieval. 182-186 - Indrani Bhattacharya, Arkabandhu Chowdhury, Vikas C. Raykar:
Multimodal Dialog for Browsing Large Visual Catalogs using Exploration-Exploitation Paradigm in a Joint Embedding Space. 187-191 - Svebor Karaman, Xudong Lin, Xuefeng Hu, Shih-Fu Chang:
Unsupervised Rank-Preserving Hashing for Large-Scale Image Retrieval. 192-196 - Sauhaarda Chowdhuri:
PhonoNet: Multi-Stage Deep Neural Networks for Raga Identification in Hindustani Classical Music. 197-201 - Pin Jiang, Yahong Han:
Hierarchical Variational Network for User-Diversified & Query-Focused Video Summarization. 202-206 - Qiang Sun, Yanwei Fu:
Stacked Self-Attention Networks for Visual Question Answering. 207-211 - Shifeng Zhang, Jianmin Li, Bo Zhang:
Joint Cluster Unary Loss for Efficient Cross-Modal Hashing. 212-216
Long Presentation Session 3: Cross-Media Retrieval
- Bin Jiang, Xin Huang, Chao Yang, Junsong Yuan:
Cross-Modal Video Moment Retrieval with Spatial and Language-Temporal Attention. 217-225 - Peipei Kang, Zehang Lin, Zhenguo Yang, Xiaozhao Fang, Qing Li, Wenyin Liu:
Deep Semantic Space with Intra-class Low-rank Constraint for Cross-modal Retrieval. 226-234 - Saemi Choi, Shun Matsumura, Kiyoharu Aizawa:
Assist Users' Interactions in Font Search with Unexpected but Useful Concepts Generated by Multimodal Learning. 235-243 - Po-Yao Huang, Vaibhav, Xiaojun Chang, Alexander G. Hauptmann:
Improving What Cross-Modal Retrieval Models Learn through Object-Oriented Inter- and Intra-Modal Attention Networks. 244-252
Long Presentation Session 4: Multimedia Object Tracking
- Cong Ma, Yuan Li, Fan Yang, Ziwei Zhang, Yueqing Zhuang, Huizhu Jia, Xiaodong Xie:
Deep Association: End-to-end Graph-Based Learning for Multiple Object Tracking with Conv-Graph Neural Network. 253-261 - Ting-Yao Hu, Alexander G. Hauptmann:
Multi-shot Person Re-identification through Set Distance with Visual Distributional Representation. 262-270 - Yu Hao, Yanwei Fu, Yu-Gang Jiang:
Take Goods from Shelves: A Dataset for Class-Incremental Object Detection. 271-278 - Xindi Shang, Donglin Di, Junbin Xiao, Yu Cao, Xun Yang, Tat-Seng Chua:
Annotating Objects and Relations in User-Generated Videos. 279-287
Long Presentation Session 5: Multimedia Hashing and Search II
- André Mourão, João Magalhães:
Towards Cloud Distributed Image Indexing by Sparse Hashing. 288-296 - Nanxing Li, Bei Liu, Zhizhong Han, Yu-Shen Liu, Jianlong Fu:
Emotion Reinforced Visual Storytelling. 297-305 - Zhuoran Liu, Zhengyu Zhao, Martha A. Larson:
Who's Afraid of Adversarial Queries?: The Impact of Image Modifications on Content-based Image Retrieval. 306-314 - Yash Garg, K. Selçuk Candan:
RACKNet: Robust Allocation of Convolutional Kernels in Neural Networks for Image Classification. 315-323
Spotlight Presentation 3
- Gonçalo Marcelino, David Semedo, André Mourão, Saverio G. Blasi, Marta Mrak, João Magalhães:
A Benchmark of Visual Storytelling in Social Media. 324-328 - Omid Jafari, John Ossorgin, Parth Nagarkar:
qwLSH: Cache-conscious Indexing for Processing Similarity Search Query Workloads in High-Dimensional Spaces. 329-333 - Fabian Berns, Luca Rossetto, Klaus Schoeffmann, Christian Beecks, George Awad:
V3C1 Dataset: An Evaluation of Content Characteristics. 334-338 - Steven C. Y. Hung, Jia-Hong Lee, Timmy S. T. Wan, Chien-Hung Chen, Yi-Ming Chan, Chu-Song Chen:
Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning. 339-343 - Meng Jian, Ting Jia, Xun Yang, Lifang Wu, Lina Huo:
Cross-modal Collaborative Manifold Propagation for Image Recommendation. 344-348 - Xiaoyu Du, Xun Yang, Zhiguang Qin, Jinhui Tang:
Progressive Image Enhancement under Aesthetic Guidance. 349-353
Special Session: MMAC: Multi-Modal Affective Computing of Large-Scale Multimedia Data
- Yuan Zong, Wenming Zheng, Xiaopeng Hong, Chuangao Tang, Zhen Cui, Guoying Zhao:
Cross-Database Micro-Expression Recognition: A Benchmark. 354-363 - Leida Li, Yuzhe Yang, Hancheng Zhu:
Naturalness Preserved Image Aesthetic Enhancement with Perceptual Encoder Constraint. 364-372 - Dawei Cong, Yanyan Zhao, Bing Qin, Yu Han, Murray Zhang, Alden Liu, Nat Chen:
Hierarchical Attention based Neural Network for Explainable Recommendation. 373-381 - Tao He, Xiaoming Jin:
Image Emotion Distribution Learning with Graph Convolutional Networks. 382-390
Demo Session
- Ralph Gasser, Luca Rossetto, Heiko Schuldt:
Multimodal Multimedia Retrieval with vitrivr. 391-394 - Jan Sedmidubský, Pavel Zezula:
Recognizing User-Defined Subsequences in Human Motion Data. 395-398 - Zhipeng Wei, Jingjing Chen, Zhaoyan Ming, Chong-Wah Ngo, Tat-Seng Chua, Fengfeng Zhou:
DietLens-Eout: Large Scale Restaurant Food Photo Recognition. 399-403 - Md. Abdur Rahman, George Loukas, Syed Maruf Abdullah, Areej Abdu, Syed Sadiqur Rahman, Elham Hassanain, Yasmine Arafa:
Blockchain and IoT-based Secure Multimedia Retrieval System for a Massive Crowd: Sharing Economy Perspective. 404-407 - Jianzhong He, Xiaobin Liu, Shiliang Zhang:
EAGER: Edge-Aided imaGe undERstanding System. 408-412
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