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ORCIDJunsong Yuan 0001
Person information
- affiliation: State University of New York at Buffalo, Department of Computer Science and Engineering, NY, USA
- affiliation (PhD 2009): Northwestern University, Evanston, IL, USA
- affiliation (former): Nanyang Technological University, School of Electrical and Electronics Engineering, Singapore
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2020 – today
- 2025
[j140]Huixin Zhu
, Zhili Zhang, Junyang Zhao, Hui Duan, Yao Ding, Xiongwu Xiao, Junsong Yuan:
Scene reconstruction techniques for autonomous driving: a review of 3D Gaussian splatting. Artif. Intell. Rev. 58(1): 30 (2025)- [j139]Huilin Lai, Ye Luo, Bo Li, Jianwei Lu, Junsong Yuan:
Bilateral Proxy Federated Domain Generalization for Privacy-Preserving Medical Image Diagnosis. IEEE J. Biomed. Health Informatics 29(4): 2784-2797 (2025) - [i89]Xuelu Feng, Yunsheng Li, Dongdong Chen, Mei Gao, Mengchen Liu, Junsong Yuan, Chunming Qiao:
Benchmarking Large and Small MLLMs. CoRR abs/2501.04150 (2025) - [i88]Wenhao You, Bryan Hooi, Yiwei Wang, Euijin Choo, Ming-Hsuan Yang, Junsong Yuan, Zi Huang, Yujun Cai:
Lost in Edits? A λ-Compass for AIGC Provenance. CoRR abs/2502.04364 (2025) - [i87]Jiaxin Li, Hongxing Wang, Jiawei Tan, Zhilong Ou, Junsong Yuan:
Aligning Instance-Semantic Sparse Representation towards Unsupervised Object Segmentation and Shape Abstraction with Repeatable Primitives. CoRR abs/2503.06947 (2025) - [i86]Luyuan Xie, Tianyu Luan, Wenyuan Cai, Guochen Yan, Zhaoyu Chen, Nan Xi, Yuejian Fang, Qingni Shen, Zhonghai Wu, Junsong Yuan:
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis. CoRR abs/2503.10412 (2025) - [i85]Zhecheng Li, Guoxian Song, Yujun Cai, Zhen Xiong, Junsong Yuan, Yiwei Wang:
Texture or Semantics? Vision-Language Models Get Lost in Font Recognition. CoRR abs/2503.23768 (2025) - 2024
- [j138]Zachary Steever, Kyle Hunt, Mark H. Karwan, Junsong Yuan, Chase C. Murray:
A Graph-Based Approach for Relating Integer Programs. INFORMS J. Comput. 36(6): 1715-1736 (2024) - [j137]Jiaxu Zhang, Zhigang Tu, Junwu Weng, Junsong Yuan, Bo Du:
A Modular Neural Motion Retargeting System Decoupling Skeleton and Shape Perception. IEEE Trans. Pattern Anal. Mach. Intell. 46(10): 6889-6904 (2024) - [j136]Xingyu Tong, Yang Xiao, Bo Tan, Jianyu Yang, Zhiguo Cao, Joey Tianyi Zhou, Junsong Yuan:
You Will Never Walk Alone: One-Shot 3D Action Recognition With Point Cloud Sequence. IEEE Trans. Circuits Syst. Video Technol. 34(11): 11464-11477 (2024) - [j135]Jiaxin Li, Hongxing Wang, Jiawei Tan, Junsong Yuan:
Shared Latent Membership Enables Joint Shape Abstraction and Segmentation With Deformable Superquadrics. IEEE Trans. Image Process. 33: 3564-3577 (2024) - [j134]Zhiyu Wang, Chao Yang, Bin Jiang, Junsong Yuan:
A Dual Reinforcement Learning Framework for Weakly Supervised Phrase Grounding. IEEE Trans. Multim. 26: 394-405 (2024) - [j133]Bo Tan, Yang Xiao, Yancheng Wang, Shuai Li, Jianyu Yang, Zhiguo Cao, Joey Tianyi Zhou, Junsong Yuan:
Beyond Pattern Variance: Unsupervised 3-D Action Representation Learning With Point Cloud Sequence. IEEE Trans. Neural Networks Learn. Syst. 35(12): 18186-18199 (2024) - [j132]Jiawei Tan, Hongxing Wang, Junsong Yuan:
Characters Link Shots: Character Attention Network for Movie Scene Segmentation. ACM Trans. Multim. Comput. Commun. Appl. 20(4): 94:1-94:23 (2024) - [c259]Tianyu Luan, Zhong Li, Lele Chen, Xuan Gong, Lichang Chen, Yi Xu, Junsong Yuan:
Spectrum AUC Difference (SAUCD): Human-Aligned 3D Shape Evaluation. CVPR 2024: 20155-20164 - [c258]Xianzu Wu, Xianfeng Wu, Tianyu Luan, Yajing Bai, Zhongyuan Lai, Junsong Yuan:
FSC: Few-Point Shape Completion. CVPR 2024: 26077-26087 - [c257]Sudhir Yarram, Junsong Yuan:
Forecasting Future Videos from Novel Views via Disentangled 3D Scene Representation. ECCV (77) 2024: 58-76 - [c256]Yuanhao Zhai, Kevin Lin, Linjie Li, Chung-Ching Lin, Jianfeng Wang, Zhengyuan Yang, David S. Doermann, Junsong Yuan, Zicheng Liu, Lijuan Wang:
IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation. ECCV (15) 2024: 134-152 - [c255]Jialian Wu, Jianfeng Wang, Zhengyuan Yang, Zhe Gan, Zicheng Liu, Junsong Yuan, Lijuan Wang:
GRiT: A Generative Region-to-Text Transformer for Object Understanding. ECCV (80) 2024: 207-224 - [c254]Tianyu Luan, Zhongpai Gao, Luyuan Xie, Abhishek Sharma, Hao Ding, Benjamin Planche, Meng Zheng, Ange Lou, Terrence Chen, Junsong Yuan, Ziyan Wu:
Divide and Fuse: Body Part Mesh Recovery from Partially Visible Human Images. ECCV (24) 2024: 350-367 - [c253]Yisong Wang, Nan Xi, Jingjing Meng, Junsong Yuan:
Interaction-Centric Spatio-Temporal Context Reasoning for Multi-person Video HOI Recognition. ECCV (32) 2024: 419-435 - [c252]Zixin Zhu, Xuelu Feng, Dongdong Chen, Junsong Yuan, Chunming Qiao, Gang Hua:
Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object Segmentation. ECCV (12) 2024: 452-469 - [c251]Yuanhao Zhai, Kevin Lin, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Chung-Ching Lin, David S. Doermann, Junsong Yuan, Lijuan Wang:
Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation. NeurIPS 2024 - [c250]Zheng Chen, Zhiqi Zhang, Junsong Yuan, Yi Xu, Lantao Liu:
Show Your Face: Restoring Complete Facial Images from Partial Observations for VR Meeting. WACV 2024: 8673-8682 - [d1]Zhigang Tu, Zitao Gao, Zhengbo Zhang, Chunluan Zhou, Junsong Yuan, Bo Du:
FADE: A Dataset for Detecting Falling Objects around Buildings in Video. IEEE DataPort, 2024
- [i84]Naresh Kumar Devulapally, Sidharth Anand, Sreyasee Das Bhattacharjee, Junsong Yuan, Yu-Ping Chang:
AMuSE: Adaptive Multimodal Analysis for Speaker Emotion Recognition in Group Conversations. CoRR abs/2401.15164 (2024) - [i83]Naresh Kumar Devulapally, Sidharth Anand, Sreyasee Das Bhattacharjee, Junsong Yuan:
AM^2-EmoJE: Adaptive Missing-Modality Emotion Recognition in Conversation via Joint Embedding Learning. CoRR abs/2402.10921 (2024) - [i82]Tianyu Luan, Zhong Li, Lele Chen, Xuan Gong, Lichang Chen, Yi Xu, Junsong Yuan:
Spectrum AUC Difference (SAUCD): Human-aligned 3D Shape Evaluation. CoRR abs/2403.01619 (2024) - [i81]Xianzu Wu, Xianfeng Wu, Tianyu Luan, Yajing Bai, Zhongyuan Lai, Junsong Yuan:
FSC: Few-point Shape Completion. CoRR abs/2403.07359 (2024) - [i80]Zixin Zhu, Xuelu Feng, Dongdong Chen, Junsong Yuan, Chunming Qiao, Gang Hua:
Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object Segmentation. CoRR abs/2403.12042 (2024) - [i79]Yangcen Liu, Ziyi Liu, Yuanhao Zhai, Wen Li, David S. Doermann, Junsong Yuan:
STAT: Towards Generalizable Temporal Action Localization. CoRR abs/2404.13311 (2024) - [i78]Yuanhao Zhai, Kevin Lin, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Chung-Ching Lin, David S. Doermann, Junsong Yuan, Lijuan Wang:
Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation. CoRR abs/2406.06890 (2024) - [i77]Tianyu Luan, Zhongpai Gao, Luyuan Xie, Abhishek Sharma, Hao Ding, Benjamin Planche, Meng Zheng, Ange Lou, Terrence Chen, Junsong Yuan, Ziyan Wu:
Divide and Fuse: Body Part Mesh Recovery from Partially Visible Human Images. CoRR abs/2407.09694 (2024) - [i76]Yuanhao Zhai, Kevin Lin, Linjie Li, Chung-Ching Lin, Jianfeng Wang, Zhengyuan Yang, David S. Doermann, Junsong Yuan, Zicheng Liu, Lijuan Wang:
IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation. CoRR abs/2407.10937 (2024) - [i75]Sudhir Yarram, Junsong Yuan:
Forecasting Future Videos from Novel Views via Disentangled 3D Scene Representation. CoRR abs/2407.21450 (2024) - [i74]Zhigang Tu, Zitao Gao, Zhengbo Zhang, Chunluan Zhou, Junsong Yuan, Bo Du:
FADE: A Dataset for Detecting Falling Objects around Buildings in Video. CoRR abs/2408.05750 (2024) - [i73]Xuelu Feng, Yunsheng Li, Dongdong Chen, Chunming Qiao, Junsong Yuan, Lu Yuan, Gang Hua:
Pluralistic Salient Object Detection. CoRR abs/2409.02368 (2024) - 2023
- [j131]Jiyang Li, Lin Huang, Siddharth Shah, Sean J. Jones, Yincheng Jin, Dingran Wang, Adam Russell, Seokmin Choi, Yang Gao, Junsong Yuan, Zhanpeng Jin:
SignRing: Continuous American Sign Language Recognition Using IMU Rings and Virtual IMU Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(3): 107:1-107:29 (2023) - [j130]Yuanhao Zhai, Le Wang, Wei Tang, Qilin Zhang, Nanning Zheng, David S. Doermann, Junsong Yuan, Gang Hua:
Adaptive Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4136-4151 (2023) - [j129]Zhigang Tu, Zhisheng Huang, Yujin Chen, Di Kang, Linchao Bao, Bisheng Yang, Junsong Yuan:
Consistent 3D Hand Reconstruction in Video via Self-Supervised Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 9469-9485 (2023) - [j128]Wenzheng Zeng, Yang Xiao, Guilei Hu, Zhiguo Cao, Sicheng Wei, Zhiwen Fang, Joey Tianyi Zhou, Junsong Yuan:
Eyelid's Intrinsic Motion-Aware Feature Learning for Real-Time Eyeblink Detection in the Wild. IEEE Trans. Inf. Forensics Secur. 18: 5109-5121 (2023) - [j127]Zhigang Tu, Yuanzhong Liu, Yan Zhang, Qizi Mu, Junsong Yuan:
DTCM: Joint Optimization of Dark Enhancement and Action Recognition in Videos. IEEE Trans. Image Process. 32: 3507-3520 (2023) - [j126]Xuan Gong, Liangchen Song, Rishi Vedula, Abhishek Sharma, Meng Zheng, Benjamin Planche, Arun Innanje, Terrence Chen, Junsong Yuan, David S. Doermann, Ziyan Wu:
Federated Learning With Privacy-Preserving Ensemble Attention Distillation. IEEE Trans. Medical Imaging 42(7): 2057-2067 (2023) - [j125]Zhigang Tu, Jiaxu Zhang, Hongyan Li, Yujin Chen, Junsong Yuan:
Joint-Bone Fusion Graph Convolutional Network for Semi-Supervised Skeleton Action Recognition. IEEE Trans. Multim. 25: 1819-1831 (2023) - [j124]Liangchen Song, Anpei Chen, Zhong Li, Zhang Chen, Lele Chen, Junsong Yuan, Yi Xu, Andreas Geiger:
NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields. IEEE Trans. Vis. Comput. Graph. 29(5): 2732-2742 (2023) - [c249]Xuan Gong, Liangchen Song, Meng Zheng, Benjamin Planche, Terrence Chen, Junsong Yuan, David S. Doermann, Ziyan Wu:
Progressive Multi-View Human Mesh Recovery with Self-Supervision. AAAI 2023: 676-684 - [c248]Sidharth Anand, Naresh Kumar Devulapally, Sreyasee Das Bhattacharjee, Junsong Yuan, Yu-Ping Chang:
AMuSE: Adaptive Multimodal Analysis for Speaker Emotion Recognition in Group Conversations. BigMM 2023: 40-47 - [c247]Lin Huang, Chung-Ching Lin, Kevin Lin, Lin Liang, Lijuan Wang, Junsong Yuan, Zicheng Liu:
Neural Voting Field for Camera-Space 3D Hand Pose Estimation. CVPR 2023: 8969-8978 - [c246]Libing Zeng, Lele Chen, Wentao Bao, Zhong Li, Yi Xu, Junsong Yuan, Nima K. Kalantari:
3D-aware Facial Landmark Detection via Multi-view Consistent Training on Synthetic Data. CVPR 2023: 12747-12758 - [c245]Tianyu Luan, Yuanhao Zhai, Jingjing Meng, Zhong Li, Zhang Chen, Yi Xu, Junsong Yuan:
High Fidelity 3D Hand Shape Reconstruction via Scalable Graph Frequency Decomposition. CVPR 2023: 16795-16804 - [c244]Junxuan Huang, Junsong Yuan, Chunming Qiao, Yatong An, Cheng Lu, Bai Chen:
POINTACL: Adversarial Contrastive Learning for Robust Point Clouds Representation Under Adversarial Attack. ICASSP 2023: 1-5 - [c243]Nan Xi, Jingjing Meng, Junsong Yuan:
Open Set Video HOI detection from Action-centric Chain-of-Look Prompting. ICCV 2023: 3056-3066 - [c242]Zhang Chen, Zhong Li, Liangchen Song, Lele Chen, Jingyi Yu, Junsong Yuan, Yi Xu:
NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions. ICCV 2023: 4159-4171 - [c241]Yuanhao Zhai, Ziyi Liu, Zhenyu Wu, Yi Wu, Chunluan Zhou, David S. Doermann, Junsong Yuan, Gang Hua:
SOAR: Scene-debiasing Open-set Action Recognition. ICCV 2023: 10210-10220 - [c240]Wentao Bao, Lele Chen, Libing Zeng, Zhong Li, Yi Xu, Junsong Yuan, Yu Kong:
Uncertainty-aware State Space Transformer for Egocentric 3D Hand Trajectory Forecasting. ICCV 2023: 13656-13665 - [c239]Yuanhao Zhai, Tianyu Luan, David S. Doermann, Junsong Yuan:
Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning. ICCV 2023: 22333-22343 - [c238]Qinji Yu, Nan Xi, Junsong Yuan, Ziyu Zhou, Kang Dang, Xiaowei Ding:
Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning. MICCAI (7) 2023: 3-12 - [c237]Liangchen Song, Xuan Gong, Helong Zhou, Jiajie Chen, Qian Zhang, David S. Doermann, Junsong Yuan:
Exploring the Knowledge Transferred by Response-Based Teacher-Student Distillation. ACM Multimedia 2023: 2704-2713 - [c236]Nan Xi, Jingjing Meng, Junsong Yuan:
Chain-of-Look Prompting for Verb-centric Surgical Triplet Recognition in Endoscopic Videos. ACM Multimedia 2023: 5007-5016 - [c235]Yuanhao Zhai, Mingzhen Huang, Tianyu Luan, Lu Dong, Ifeoma Nwogu, Siwei Lyu, David S. Doermann, Junsong Yuan:
Language-guided Human Motion Synthesis with Atomic Actions. ACM Multimedia 2023: 5262-5271 - [c234]Sidharth Anand, Naresh Kumar Devulapally, Sreyasee Das Bhattacharjee, Junsong Yuan:
Multi-label Emotion Analysis in Conversation via Multimodal Knowledge Distillation. ACM Multimedia 2023: 6090-6100 - [c233]Liangchen Song, Liangliang Cao, Hongyu Xu, Kai Kang, Feng Tang, Junsong Yuan, Zhao Yang:
RoomDreamer: Text-Driven 3D Indoor Scene Synthesis with Coherent Geometry and Texture. ACM Multimedia 2023: 6898-6906 - [c232]Zhong Li, Liangchen Song, Zhang Chen, Xiangyu Du, Lele Chen, Junsong Yuan, Yi Xu:
Relit-NeuLF: Efficient Relighting and Novel View Synthesis via Neural 4D Light Field. ACM Multimedia 2023: 7007-7016 - [c231]Michael Mu, Sreyasee Das Bhattacharjee, Junsong Yuan:
Self-Supervised Distilled Learning for Multi-modal Misinformation Identification. WACV 2023: 2818-2827 - [c230]Nitin Bansal, Pan Ji, Junsong Yuan, Yi Xu:
Semantics-Depth-Symbiosis: Deeply Coupled Semi-Supervised Learning of Semantics and Depth. WACV 2023: 5817-5828 - [i72]Liangchen Song, Zhong Li, Xuan Gong, Lele Chen, Zhang Chen, Yi Xu, Junsong Yuan:
Harnessing Low-Frequency Neural Fields for Few-Shot View Synthesis. CoRR abs/2303.08370 (2023) - [i71]Xiangyu Xu, Lichang Chen, Changjiang Cai, Huangying Zhan, Qingan Yan, Pan Ji, Junsong Yuan, Heng Huang, Yi Xu:
Dynamic Voxel Grid Optimization for High-Fidelity RGB-D Supervised Surface Reconstruction. CoRR abs/2304.06178 (2023) - [i70]Lin Huang, Chung-Ching Lin, Kevin Lin, Lin Liang, Lijuan Wang, Junsong Yuan, Zicheng Liu:
Neural Voting Field for Camera-Space 3D Hand Pose Estimation. CoRR abs/2305.04328 (2023) - [i69]Liangchen Song, Liangliang Cao, Hongyu Xu, Kai Kang, Feng Tang, Junsong Yuan, Yang Zhao:
RoomDreamer: Text-Driven 3D Indoor Scene Synthesis with Coherent Geometry and Texture. CoRR abs/2305.11337 (2023) - [i68]Tianyu Luan, Yuanhao Zhai, Jingjing Meng, Zhong Li, Zhang Chen, Yi Xu, Junsong Yuan:
High Fidelity 3D Hand Shape Reconstruction via Scalable Graph Frequency Decomposition. CoRR abs/2307.05541 (2023) - [i67]Wentao Bao, Lele Chen, Libing Zeng, Zhong Li, Yi Xu, Junsong Yuan, Yu Kong:
Uncertainty-aware State Space Transformer for Egocentric 3D Hand Trajectory Forecasting. CoRR abs/2307.08243 (2023) - [i66]Qinji Yu, Nan Xi, Junsong Yuan, Ziyu Zhou, Kang Dang, Xiaowei Ding:
Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning. CoRR abs/2307.09769 (2023) - [i65]Yuanhao Zhai, Mingzhen Huang, Tianyu Luan, Lu Dong, Ifeoma Nwogu, Siwei Lyu, David S. Doermann, Junsong Yuan:
Language-guided Human Motion Synthesis with Atomic Actions. CoRR abs/2308.09611 (2023) - [i64]Yuanhao Zhai, Tianyu Luan, David S. Doermann, Junsong Yuan:
Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning. CoRR abs/2309.01246 (2023) - [i63]Yuanhao Zhai, Ziyi Liu, Zhenyu Wu, Yi Wu, Chunluan Zhou, David S. Doermann, Junsong Yuan, Gang Hua:
SOAR: Scene-debiasing Open-set Action Recognition. CoRR abs/2309.01265 (2023) - [i62]Zhang Chen, Zhong Li, Liangchen Song, Lele Chen, Jingyi Yu, Junsong Yuan, Yi Xu:
NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions. CoRR abs/2309.15426 (2023) - [i61]Zhong Li, Liangchen Song, Zhang Chen, Xiangyu Du, Lele Chen, Junsong Yuan, Yi Xu:
Relit-NeuLF: Efficient Relighting and Novel View Synthesis via Neural 4D Light Field. CoRR abs/2310.14642 (2023) - [i60]Liangchen Song, Liangliang Cao, Jiatao Gu, Yifan Jiang, Junsong Yuan, Hao Tang:
Efficient-NeRF2NeRF: Streamlining Text-Driven 3D Editing with Multiview Correspondence-Enhanced Diffusion Models. CoRR abs/2312.08563 (2023) - 2022
- [j123]Zhigang Tu, Hongyan Li, Wei Xie, Yuanzhong Liu, Shifu Zhang, Baoxin Li, Junsong Yuan:
Optical flow for video super-resolution: a survey. Artif. Intell. Rev. 55(8): 6505-6546 (2022) - [j122]Zachary Steever, Chase C. Murray, Junsong Yuan, Mark H. Karwan, Marco E. Lübbecke:
An Image-Based Approach to Detecting Structural Similarity Among Mixed Integer Programs. INFORMS J. Comput. 34(4): 1849-1870 (2022) - [j121]Sudhir Yarram, Junsong Yuan, Ming Yang:
Adversarial structured prediction for domain-adaptive semantic segmentation. Mach. Vis. Appl. 33(5): 67 (2022) - [j120]Yunpeng Chang, Zhigang Tu, Wei Xie, Bin Luo, Shifu Zhang, Haigang Sui, Junsong Yuan:
Video anomaly detection with spatio-temporal dissociation. Pattern Recognit. 122: 108213 (2022) - [j119]Jun Wen, Junsong Yuan, Qian Zheng, Risheng Liu, Zhefeng Gong, Nenggan Zheng:
Hierarchical domain adaptation with local feature patterns. Pattern Recognit. 124: 108445 (2022) - [j118]Koteswar Rao Jerripothula, Prerana Mukherjee, Jianfei Cai, Shijian Lu, Junsong Yuan:
AppFuse: An Appearance Fusion Framework for Saliency Cues. IEEE Trans. Circuits Syst. Video Technol. 32(12): 8261-8274 (2022) - [j117]Nan Xi, Jingjing Meng, Junsong Yuan:
Forest Graph Convolutional Network for Surgical Action Triplet Recognition in Endoscopic Videos. IEEE Trans. Circuits Syst. Video Technol. 32(12): 8550-8561 (2022) - [j116]Zhiwen Fang, Zhiguo Cao, Yang Xiao, Kaicheng Gong, Junsong Yuan:
MAT: Multianchor Visual Tracking With Selective Search Region. IEEE Trans. Cybern. 52(7): 7136-7150 (2022) - [j115]Yuanzhong Liu, Junsong Yuan, Zhigang Tu:
Motion-Driven Visual Tempo Learning for Video-Based Action Recognition. IEEE Trans. Image Process. 31: 4104-4116 (2022) - [j114]Jialian Wu, Liangchen Song, Qian Zhang, Ming Yang, Junsong Yuan:
ForestDet: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation. IEEE Trans. Multim. 24: 3693-3705 (2022) - [c229]Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu:
OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning. AAAI 2022: 1773-1781 - [c228]Suchen Wang, Yueqi Duan, Henghui Ding, Yap-Peng Tan, Kim-Hui Yap, Junsong Yuan:
Learning Transferable Human-Object Interaction Detector with Natural Language Supervision. CVPR 2022: 929-938 - [c227]Jialian Wu, Sudhir Yarram, Hui Liang, Tian Lan, Junsong Yuan, Jayan Eledath, Gérard G. Medioni:
Efficient Video Instance Segmentation via Tracklet Query and Proposal. CVPR 2022: 949-958 - [c226]Jinlu Zhang, Zhigang Tu, Jianyu Yang, Yujin Chen, Junsong Yuan:
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video. CVPR 2022: 13222-13232 - [c225]Shenyuan Gao, Chunluan Zhou, Chao Ma, Xinggang Wang, Junsong Yuan:
AiATrack: Attention in Attention for Transformer Visual Tracking. ECCV (22) 2022: 146-164 - [c224]Lin Huang, Tomas Hodan, Lingni Ma, Linguang Zhang, Luan Tran, Christopher D. Twigg, Po-Chen Wu, Junsong Yuan, Cem Keskin, Robert Wang:
Neural Correspondence Field for Object Pose Estimation. ECCV (10) 2022: 585-603 - [c223]Liangchen Song, Xuan Gong, Benjamin Planche, Meng Zheng, David S. Doermann, Junsong Yuan, Terrence Chen, Ziyan Wu:
PREF: Predictability Regularized Neural Motion Fields. ECCV (22) 2022: 664-681 - [c222]Sudhir Yarram, Jialian Wu, Pan Ji, Yi Xu, Junsong Yuan:
Deformable VisTR: Spatio Temporal Deformable Attention for Video Instance Segmentation. ICASSP 2022: 3303-3307 - [c221]Junxuan Huang, Junsong Yuan, Chunming Qiao:
Generation for Unsupervised Domain Adaptation: A Gan-Based Approach for Object Classification with 3D Point Cloud Data. ICASSP 2022: 3753-3757 - [c220]Sudhir Yarram, Ming Yang, Junsong Yuan, Chunming Qiao:
Joint Global-Local Alignment for Domain Adaptive Semantic Segmentation. ICASSP 2022: 3768-3772 - [c219]Sreyasee Das Bhattacharjee, Jnana Sai Abhishek Varma Gokaraju, Junsong Yuan, Abhilash Kalwa:
Multi-view Knowledge Graph for Explainable Course Content Recommendation in Course Discussion Posts. ICPR 2022: 2785-2791 - [c218]Balaji Arumugam, Sreyasee Das Bhattacharjee, Junsong Yuan:
Multimodal Attentive Learning for Real-time Explainable Emotion Recognition in Conversations. ISCAS 2022: 1210-1214 - [c217]Junyi Liu, Esha Naidu, Jialian Wu, Shira Gabriel, Edward Steinfeld, Junsong Yuan:
Personalized Prediction of Indoor Comfort Using Graph Convolutional Matrix Completion. MIPR 2022: 258-261 - [c216]Zhong Li, Liangchen Song, Celong Liu, Junsong Yuan, Yi Xu:
NeuLF: Efficient Novel View Synthesis with Neural 4D Light Field. EGSR (ST) 2022: 59-69 - [i59]Zhigang Tu, Zhisheng Huang, Yujin Chen, Di Kang, Linchao Bao, Bisheng Yang, Junsong Yuan:
Consistent 3D Hand Reconstruction in Video via self-supervised Learning. CoRR abs/2201.09548 (2022) - [i58]Zhigang Tu, Jiaxu Zhang, Hongyan Li, Yujin Chen, Junsong Yuan:
Joint-bone Fusion Graph Convolutional Network for Semi-supervised Skeleton Action Recognition. CoRR abs/2202.04075 (2022) - [i57]Yuanzhong Liu, Zhigang Tu, Hongyan Li, Chi Chen, Baoxin Li, Junsong Yuan:
Slow-Fast Visual Tempo Learning for Video-based Action Recognition. CoRR abs/2202.12116 (2022) - [i56]Jinlu Zhang, Zhigang Tu, Jianyu Yang, Yujin Chen, Junsong Yuan:
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video. CoRR abs/2203.00859 (2022) - [i55]Jialian Wu, Sudhir Yarram, Hui Liang, Tian Lan, Junsong Yuan, Jayan Eledath, Gérard G. Medioni:
Efficient Video Instance Segmentation via Tracklet Query and Proposal. CoRR abs/2203.01853 (2022) - [i54]Sudhir Yarram, Jialian Wu, Pan Ji, Yi Xu, Junsong Yuan:
Deformable VisTR: Spatio temporal deformable attention for video instance segmentation. CoRR abs/2203.06318 (2022) - [i53]Zhigang Tu, Hongyan Li, Wei Xie, Yuanzhong Liu, Shifu Zhang, Baoxin Li, Junsong Yuan:
Optical Flow for Video Super-Resolution: A Survey. CoRR abs/2203.10462 (2022) - [i52]Nitin Bansal, Pan Ji, Junsong Yuan, Yi Xu:
Semantics-Depth-Symbiosis: Deeply Coupled Semi-Supervised Learning of Semantics and Depth. CoRR abs/2206.10562 (2022) - [i51]Shenyuan Gao, Chunluan Zhou, Chao Ma, Xinggang Wang, Junsong Yuan:
AiATrack: Attention in Attention for Transformer Visual Tracking. CoRR abs/2207.09603 (2022) - [i50]Lin Huang, Tomas Hodan, Lingni Ma, Linguang Zhang, Luan Tran, Christopher D. Twigg, Po-Chen Wu, Junsong Yuan, Cem Keskin, Robert Wang:
Neural Correspondence Field for Object Pose Estimation. CoRR abs/2208.00113 (2022) - [i49]Junxuan Huang, Yatong An, Cheng Lu, Bai Chen, Junsong Yuan, Chunming Qiao:
PointACL: Adversarial Contrastive Learning for Robust Point Clouds Representation under Adversarial Attack. CoRR abs/2209.06971 (2022) - [i48]Liangchen Song, Xuan Gong, Benjamin Planche, Meng Zheng, David S. Doermann, Junsong Yuan, Terrence Chen, Ziyan Wu:
PREF: Predictability Regularized Neural Motion Fields. CoRR abs/2209.10691 (2022) - [i47]Xuan Gong, Liangchen Song, Rishi Vedula, Abhishek Sharma, Meng Zheng, Benjamin Planche, Arun Innanje, Terrence Chen, Junsong Yuan, David S. Doermann, Ziyan Wu:
Federated Learning with Privacy-Preserving Ensemble Attention Distillation. CoRR abs/2210.08464 (2022) - [i46]Liangchen Song, Anpei Chen, Zhong Li, Zhang Chen, Lele Chen, Junsong Yuan, Yi Xu, Andreas Geiger:
NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields. CoRR abs/2210.15947 (2022) - [i45]Jialian Wu, Jianfeng Wang, Zhengyuan Yang, Zhe Gan, Zicheng Liu, Junsong Yuan, Lijuan Wang:
GRiT: A Generative Region-to-text Transformer for Object Understanding. CoRR abs/2212.00280 (2022) - [i44]Xuan Gong, Liangchen Song, Meng Zheng, Benjamin Planche, Terrence Chen, Junsong Yuan, David S. Doermann, Ziyan Wu:
Progressive Multi-view Human Mesh Recovery with Self-Supervision. CoRR abs/2212.05223 (2022) - 2021
- [j113]Liangchen Song, Gang Yu, Junsong Yuan, Zicheng Liu:
Human pose estimation and its application to action recognition: A survey. J. Vis. Commun. Image Represent. 76: 103055 (2021) - [j112]Sheng Liu, Zhou Ren, Junsong Yuan:
SibNet: Sibling Convolutional Encoder for Video Captioning. IEEE Trans. Pattern Anal. Mach. Intell. 43(9): 3259-3272 (2021) - [j111]Yujun Cai, Liuhao Ge, Jianfei Cai, Nadia Magnenat-Thalmann, Junsong Yuan:
3D Hand Pose Estimation Using Synthetic Data and Weakly Labeled RGB Images. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 3739-3753 (2021) - [j110]Jing Tang, Xueyan Tang, Andrew Lim, Kai Han, Chongshou Li, Junsong Yuan:
Revisiting Modified Greedy Algorithm for Monotone Submodular Maximization with a Knapsack Constraint. Proc. ACM Meas. Anal. Comput. Syst. 5(1): 08:1-08:22 (2021) - [j109]Tan Yu, Jingjing Meng, Ming Yang, Junsong Yuan:
3D Object Representation Learning: A Set-to-Set Matching Perspective. IEEE Trans. Image Process. 30: 2168-2179 (2021) - [j108]Koteswar Rao Jerripothula, Jianfei Cai, Jiangbo Lu, Junsong Yuan:
Image Co-Skeletonization via Co-Segmentation. IEEE Trans. Image Process. 30: 2784-2797 (2021) - [j107]Yujin Chen, Zhigang Tu, Di Kang, Ruizhi Chen, Linchao Bao, Zhengyou Zhang, Junsong Yuan:
Joint Hand-Object 3D Reconstruction From a Single Image With Cross-Branch Feature Fusion. IEEE Trans. Image Process. 30: 4008-4021 (2021) - [j106]Jianyu Yang, Wu Liu, Junsong Yuan, Tao Mei:
Hierarchical Soft Quantization for Skeleton-Based Human Action Recognition. IEEE Trans. Multim. 23: 883-898 (2021) - [j105]Wen-Huang Cheng, Jiaying Liu, Nicu Sebe, Junsong Yuan, Hong-Han Shuai:
Introduction to the Special Issue on Explainable AI on Multimedia Computing. ACM Trans. Multim. Comput. Commun. Appl. 17(3s): 108:1-108:2 (2021) - [j104]Lin Huang, Boshen Zhang, Zhilin Guo, Yang Xiao, Zhiguo Cao, Junsong Yuan:
Survey on depth and RGB image-based 3D hand shape and pose estimation. Virtual Real. Intell. Hardw. 3(3): 207-234 (2021) - [c215]Ziyi Liu, Le Wang, Qilin Zhang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua:
ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization. AAAI 2021: 2233-2241 - [c214]Ziyi Liu, Le Wang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua:
Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context. AAAI 2021: 2242-2250 - [c213]Liangchen Song, Jialian Wu, Ming Yang, Qian Zhang, Yuan Li, Junsong Yuan:
Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student Model. AAAI 2021: 2558-2566 - [c212]Sreyasee Das Bhattacharjee, Junsong Yuan:
Multimodal Co-training for Fake News Identification Using Attention-aware Fusion. ACPR (2) 2021: 282-296 - [c211]Sreyasee Das Bhattacharjee, Junsong Yuan:
Proactive Student Persistence Prediction in MOOCs via Multi-domain Adversarial Learning. ACPR (1) 2021: 569-583 - [c210]Yujin Chen, Zhigang Tu, Di Kang, Linchao Bao, Ying Zhang, Xuefei Zhe, Ruizhi Chen, Junsong Yuan:
Model-Based 3D Hand Reconstruction via Self-Supervised Learning. CVPR 2021: 10451-10460 - [c209]Jialian Wu, Jiale Cao, Liangchen Song, Yu Wang, Ming Yang, Junsong Yuan:
Track To Detect and Segment: An Online Multi-Object Tracker. CVPR 2021: 12352-12361 - [c208]Bing Li, Chia-Wen Lin, Cheng Zheng, Shan Liu, Junsong Yuan, Bernard Ghanem, C.-C. Jay Kuo:
High Quality Disparity Remapping with Two-Stage Warping. ICCV 2021: 2249-2258 - [c207]Liangchen Song, Jialian Wu, Ming Yang, Qian Zhang, Yuan Li, Junsong Yuan:
Stacked Homography Transformations for Multi-View Pedestrian Detection. ICCV 2021: 6029-6037 - [c206]Yujun Cai, Yiwei Wang, Yiheng Zhu, Tat-Jen Cham, Jianfei Cai, Junsong Yuan, Jun Liu, Chuanxia Zheng, Sijie Yan, Henghui Ding, Xiaohui Shen, Ding Liu, Nadia Magnenat-Thalmann:
A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder∗. ICCV 2021: 11625-11635 - [c205]Suchen Wang, Kim-Hui Yap, Henghui Ding, Jiyan Wu, Junsong Yuan, Yap-Peng Tan:
Discovering Human Interactions with Large-Vocabulary Objects via Query and Multi-Scale Detection. ICCV 2021: 13455-13464 - [c204]Helong Zhou, Liangchen Song, Jiajie Chen, Ye Zhou, Guoli Wang, Junsong Yuan, Qian Zhang:
Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective. ICLR 2021 - [c203]Liangchen Song, Sheng Liu, Celong Liu, Zhong Li, Yuqi Ding, Yi Xu, Junsong Yuan:
Learning Kinematic Formulas from Multiple View Videos. ACM Multimedia 2021: 126-134 - [c202]Liangchen Song, Jialian Wu, Ming Yang, Qian Zhang, Yuan Li, Junsong Yuan:
Handling Difficult Labels for Multi-label Image Classification via Uncertainty Distillation. ACM Multimedia 2021: 2410-2419 - [c201]Jing Tang, Xueyan Tang, Andrew Lim, Kai Han, Chongshou Li, Junsong Yuan:
Revisiting Modified Greedy Algorithm for Monotone Submodular Maximization with a Knapsack Constraint. SIGMETRICS (Abstracts) 2021: 63-64 - [c200]Hanyu Li, Sabrina Racine-Brzostek, Nan Xi, Jiwen Luo, Zhen Zhao, Junsong Yuan:
Learning to Detect Monoclonal Protein in Electrophoresis Images. VCIP 2021: 1-5 - [c199]Sheng Liu, Liangchen Song, Yi Xu, Junsong Yuan:
NeCH: Neural Clothed Human Model. VCIP 2021: 1-5 - [i43]Yiding Yang, Xinchao Wang, Mingli Song, Junsong Yuan, Dacheng Tao:
SPAGAN: Shortest Path Graph Attention Network. CoRR abs/2101.03464 (2021) - [i42]Helong Zhou, Liangchen Song, Jiajie Chen, Ye Zhou, Guoli Wang, Junsong Yuan, Qian Zhang:
Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective. CoRR abs/2102.00650 (2021) - [i41]Jialian Wu, Jiale Cao, Liangchen Song, Yu Wang, Ming Yang, Junsong Yuan:
Track to Detect and Segment: An Online Multi-Object Tracker. CoRR abs/2103.08808 (2021) - [i40]Yujin Chen, Zhigang Tu, Di Kang, Linchao Bao, Ying Zhang, Xuefei Zhe, Ruizhi Chen, Junsong Yuan:
Model-based 3D Hand Reconstruction via Self-Supervised Learning. CoRR abs/2103.11703 (2021) - [i39]Ziyi Liu, Le Wang, Qilin Zhang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua:
ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization. CoRR abs/2103.15088 (2021) - [i38]Ziyi Liu, Le Wang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua:
Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context. CoRR abs/2103.16155 (2021) - [i37]Celong Liu, Zhong Li, Junsong Yuan, Yi Xu:
NeLF: Practical Novel View Synthesis with Neural Light Field. CoRR abs/2105.07112 (2021) - [i36]Yuanhao Zhai, Le Wang, David S. Doermann, Junsong Yuan:
Two-Stream Consensus Network: Submission to HACS Challenge 2021 Weakly-Supervised Learning Track. CoRR abs/2106.10829 (2021) - [i35]Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu:
OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning. CoRR abs/2108.03704 (2021) - [i34]Huan Liu, Junsong Yuan, Chen Wang, Jun Chen:
Pseudo Supervised Monocular Depth Estimation with Teacher-Student Network. CoRR abs/2110.11545 (2021) - 2020
- [j103]Xiaohan Tu, Cheng Xu, Siping Liu, Guoqi Xie, Jing Huang, Renfa Li, Junsong Yuan:
Learning Depth for Scene Reconstruction Using an Encoder-Decoder Model. IEEE Access 8: 89300-89317 (2020) - [j102]Tan Yu, Jingjing Meng, Chen Fang, Hailin Jin, Junsong Yuan:
Product Quantization Network for Fast Visual Search. Int. J. Comput. Vis. 128(8): 2325-2343 (2020) - [j101]Mengjia Yan, Jingjing Meng, Chunluan Zhou, Zhigang Tu, Yap-Peng Tan, Junsong Yuan:
Detecting spatiotemporal irregularities in videos via a 3D convolutional autoencoder. J. Vis. Commun. Image Represent. 67: 102747 (2020) - [j100]Weixiang Hong, Xueyan Tang, Jingjing Meng, Junsong Yuan:
Asymmetric Mapping Quantization for Nearest Neighbor Search. IEEE Trans. Pattern Anal. Mach. Intell. 42(7): 1783-1790 (2020) - [j99]Chunluan Zhou, Junsong Yuan:
Occlusion Pattern Discovery for Object Detection and Occlusion Reasoning. IEEE Trans. Circuits Syst. Video Technol. 30(7): 2067-2080 (2020) - [j98]Junwu Weng, Xudong Jiang, Wei-Long Zheng, Junsong Yuan:
Early Action Recognition With Category Exclusion Using Policy-Based Reinforcement Learning. IEEE Trans. Circuits Syst. Video Technol. 30(12): 4626-4638 (2020) - [j97]Guilei Hu, Yang Xiao, Zhiguo Cao, Lubin Meng, Zhiwen Fang, Joey Tianyi Zhou, Junsong Yuan:
Towards Real-Time Eyeblink Detection in the Wild: Dataset, Theory and Practices. IEEE Trans. Inf. Forensics Secur. 15: 2194-2208 (2020) - [j96]Bin Jiang, Wenxuan Tu, Chao Yang, Junsong Yuan:
Context-Integrated and Feature-Refined Network for Lightweight Object Parsing. IEEE Trans. Image Process. 29: 5079-5093 (2020) - [j95]Long Tian, Zhigang Tu, Dejun Zhang, Jun Liu, Baoxin Li, Junsong Yuan:
Unsupervised Learning of Optical Flow With CNN-Based Non-Local Filtering. IEEE Trans. Image Process. 29: 8429-8442 (2020) - [j94]Zhenzhen Wang, Weixiang Hong, Yap-Peng Tan, Junsong Yuan:
Pruning 3D Filters For Accelerating 3D ConvNets. IEEE Trans. Multim. 22(8): 2126-2137 (2020) - [c198]Zhenyi Wang, Ping Yu, Yang Zhao, Ruiyi Zhang, Yufan Zhou, Junsong Yuan, Changyou Chen:
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions. AAAI 2020: 12281-12288 - [c197]Sreyasee Das Bhattacharjee, Junsong Yuan:
Semantic Enhanced Sketch Based Image Retrieval with Incomplete Multimodal Query. BigMM 2020: 86-93 - [c196]Yancheng Wang, Yang Xiao, Fu Xiong, Wenxiang Jiang, Zhiguo Cao, Joey Tianyi Zhou, Junsong Yuan:
3DV: 3D Dynamic Voxel for Action Recognition in Depth Video. CVPR 2020: 508-517 - [c195]Suchen Wang, Kim-Hui Yap, Junsong Yuan, Yap-Peng Tan:
Discovering Human Interactions With Novel Objects via Zero-Shot Learning. CVPR 2020: 11649-11658 - [c194]Jialian Wu, Chunluan Zhou, Ming Yang, Qian Zhang, Yuan Li, Junsong Yuan:
Temporal-Context Enhanced Detection of Heavily Occluded Pedestrians. CVPR 2020: 13427-13436 - [c193]Lin Huang, Jianchao Tan, Ji Liu, Junsong Yuan:
Hand-Transformer: Non-Autoregressive Structured Modeling for 3D Hand Pose Estimation. ECCV (25) 2020: 17-33 - [c192]Ping Yu, Yang Zhao, Chunyuan Li, Junsong Yuan, Changyou Chen:
Structure-Aware Human-Action Generation. ECCV (30) 2020: 18-34 - [c191]Yuanhao Zhai, Le Wang, Wei Tang, Qilin Zhang, Junsong Yuan, Gang Hua:
Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization. ECCV (6) 2020: 37-54 - [c190]Anil Armagan, Guillermo Garcia-Hernando, Seungryul Baek, Shreyas Hampali, Mahdi Rad, Zhaohui Zhang, Shipeng Xie, Mingxiu Chen, Boshen Zhang, Fu Xiong, Yang Xiao, Zhiguo Cao, Junsong Yuan, Pengfei Ren, Weiting Huang, Haifeng Sun, Marek Hrúz, Jakub Kanis, Zdenek Krnoul, Qingfu Wan, Shile Li, Linlin Yang, Dongheui Lee, Angela Yao, Weiguo Zhou, Sijia Mei, Yunhui Liu, Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Philippe Weinzaepfel, Romain Brégier, Grégory Rogez, Vincent Lepetit, Tae-Kyun Kim:
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation Under Hand-Object Interaction. ECCV (23) 2020: 85-101 - [c189]Yujun Cai, Lin Huang, Yiwei Wang, Tat-Jen Cham, Jianfei Cai, Junsong Yuan, Jun Liu, Xu Yang, Yiheng Zhu, Xiaohui Shen, Ding Liu, Jing Liu, Nadia Magnenat-Thalmann:
Learning Progressive Joint Propagation for Human Motion Prediction. ECCV (7) 2020: 226-242 - [c188]Yunpeng Chang, Zhigang Tu, Wei Xie, Junsong Yuan:
Clustering Driven Deep Autoencoder for Video Anomaly Detection. ECCV (15) 2020: 329-345 - [c187]Junwu Weng, Donghao Luo, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Xudong Jiang, Junsong Yuan:
Temporal Distinct Representation Learning for Action Recognition. ECCV (7) 2020: 363-378 - [c186]Ziqiao Weng, Jingjing Meng, Zhaohua Ding, Junsong Yuan:
S3F: A Multi-View Slow-Fast Network For Alzheimer's Disease Diagnosis. ICME 2020: 1-6 - [c185]Wei Wang, Shibo Zhou, Jingxi Li, Xiaohua Li, Junsong Yuan, Zhanpeng Jin:
Temporal Pulses Driven Spiking Neural Network for Time and Power Efficient Object Recognition in Autonomous Driving. ICPR 2020: 6359-6366 - [c184]Junming Chen, Jingjing Meng, Xinchao Wang, Junsong Yuan:
Dynamic Graph CNN for Event-Camera Based Gesture Recognition. ISCAS 2020: 1-5 - [c183]Xinke Li, Chongshou Li, Zekun Tong, Andrew Lim, Junsong Yuan, Yuwei Wu, Jing Tang, Raymond Huang:
Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene. ACM Multimedia 2020: 238-246 - [c182]Jialian Wu, Liangchen Song, Tiancai Wang, Qian Zhang, Junsong Yuan:
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation. ACM Multimedia 2020: 1570-1578 - [c181]Jialian Wu, Chunluan Zhou, Qian Zhang, Ming Yang, Junsong Yuan:
Self-Mimic Learning for Small-scale Pedestrian Detection. ACM Multimedia 2020: 2012-2020 - [c180]Lin Huang, Jianchao Tan, Jingjing Meng, Ji Liu, Junsong Yuan:
HOT-Net: Non-Autoregressive Transformer for 3D Hand-Object Pose Estimation. ACM Multimedia 2020: 3136-3145 - [c179]Ye Liu, Junsong Yuan, Chang Wen Chen:
ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection. ACM Multimedia 2020: 4235-4243 - [c178]Xiao Wu, Junsong Yuan:
Multipath Event-Based Network for Low-Power Human Action Recognition. WF-IoT 2020: 1-5 - [e2]Michael Cree, Fay Huang, Junsong Yuan, Wei Qi Yan:
Pattern Recognition - ACPR 2019 Workshops, Auckland, New Zealand, November 26, 2019, Proceedings. Communications in Computer and Information Science 1180, Springer 2020, ISBN 978-981-15-3650-2 [contents] - [i33]Wei Wang, Shibo Zhou, Jingxi Li, Xiaohua Li, Junsong Yuan, Zhanpeng Jin:
Temporal Pulses Driven Spiking Neural Network for Fast Object Recognition in Autonomous Driving. CoRR abs/2001.09220 (2020) - [i32]Anil Armagan, Guillermo Garcia-Hernando, Seungryul Baek, Shreyas Hampali, Mahdi Rad, Zhaohui Zhang, Shipeng Xie, Mingxiu Chen, Boshen Zhang, Fu Xiong, Yang Xiao, Zhiguo Cao, Junsong Yuan, Pengfei Ren, Weiting Huang, Haifeng Sun, Marek Hrúz, Jakub Kanis, Zdenek Krnoul, Qingfu Wan, Shile Li, Linlin Yang, Dongheui Lee, Angela Yao, Weiguo Zhou, Sijia Mei, Yunhui Liu, Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Philippe Weinzaepfel, Romain Brégier, Grégory Rogez, Vincent Lepetit, Tae-Kyun Kim:
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction. CoRR abs/2003.13764 (2020) - [i31]Koteswar Rao Jerripothula, Jianfei Cai, Jiangbo Lu, Junsong Yuan:
Image Co-skeletonization via Co-segmentation. CoRR abs/2004.05575 (2020) - [i30]Yancheng Wang, Yang Xiao, Fu Xiong, Wenxiang Jiang, Zhiguo Cao, Joey Tianyi Zhou, Junsong Yuan:
3DV: 3D Dynamic Voxel for Action Recognition in Depth Video. CoRR abs/2005.05501 (2020) - [i29]Tianhang Zheng, Sheng Liu, Changyou Chen, Junsong Yuan, Baochun Li, Kui Ren:
Towards Understanding the Adversarial Vulnerability of Skeleton-based Action Recognition. CoRR abs/2005.07151 (2020) - [i28]Yujin Chen, Zhigang Tu, Di Kang, Ruizhi Chen, Linchao Bao, Zhengyou Zhang, Junsong Yuan:
Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion. CoRR abs/2006.15561 (2020) - [i27]Ping Yu, Yang Zhao, Chunyuan Li, Junsong Yuan, Changyou Chen:
Structure-Aware Human-Action Generation. CoRR abs/2007.01971 (2020) - [i26]Junwu Weng, Donghao Luo, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Xudong Jiang, Junsong Yuan:
Temporal Distinct Representation Learning for Action Recognition. CoRR abs/2007.07626 (2020) - [i25]Zhenzhen Wang, Weixiang Hong, Junsong Yuan:
Deep Reinforcement Learning with Label Embedding Reward for Supervised Image Hashing. CoRR abs/2008.03973 (2020) - [i24]Xinke Li, Chongshou Li, Zekun Tong, Andrew Lim, Junsong Yuan, Yuwei Wu, Jing Tang, Raymond Huang:
Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene. CoRR abs/2008.04968 (2020) - [i23]Jing Tang, Xueyan Tang, Andrew Lim, Kai Han, Chongshou Li, Junsong Yuan:
Revisiting Modified Greedy Algorithm for Monotone Submodular Maximization with a Knapsack Constraint. CoRR abs/2008.05391 (2020) - [i22]Jialian Wu, Liangchen Song, Tiancai Wang, Qian Zhang, Junsong Yuan:
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation. CoRR abs/2008.05676 (2020) - [i21]Ye Liu, Junsong Yuan, Chang Wen Chen:
ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection. CoRR abs/2008.06254 (2020) - [i20]Zhenzhen Wang, Chunyan Xu, Yap-Peng Tan, Junsong Yuan:
Attention-Aware Noisy Label Learning for Image Classification. CoRR abs/2009.14757 (2020) - [i19]Yuanhao Zhai, Le Wang, Wei Tang, Qilin Zhang, Junsong Yuan, Gang Hua:
Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization. CoRR abs/2010.11594 (2020) - [i18]Jun Wen, Changjian Shui, Kun Kuang, Junsong Yuan, Zenan Huang, Zhefeng Gong, Nenggan Zheng:
Interventional Domain Adaptation. CoRR abs/2011.03737 (2020)
2010 – 2019
- 2019
- [j93]Bin Jiang, Xin Huang, Chao Yang, Junsong Yuan:
SLTFNet: A spatial and language-temporal tensor fusion network for video moment retrieval. Inf. Process. Manag. 56(6) (2019) - [j92]Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann:
Real-Time 3D Hand Pose Estimation with 3D Convolutional Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 41(4): 956-970 (2019) - [j91]Chunluan Zhou, Junsong Yuan:
Multi-label learning of part detectors for occluded pedestrian detection. Pattern Recognit. 86: 99-111 (2019) - [j90]Zhi Gao, Yuwei Wu, Xingyuan Bu, Tan Yu, Junsong Yuan, Yunde Jia:
Learning a robust representation via a deep network on symmetric positive definite manifolds. Pattern Recognit. 92: 1-12 (2019) - [j89]Zhigang Tu, Wei Xie, Dejun Zhang, Ronald Poppe, Remco C. Veltkamp, Baoxin Li, Junsong Yuan:
A survey of variational and CNN-based optical flow techniques. Signal Process. Image Commun. 72: 9-24 (2019) - [j88]Feng Zhao, Zhiguo Cao, Yang Xiao, Jing Mao, Junsong Yuan:
Real-Time Detection of Fall From Bed Using a Single Depth Camera. IEEE Trans Autom. Sci. Eng. 16(3): 1018-1032 (2019) - [j87]Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan:
Efficient Video Object Co-Localization With Co-Saliency Activated Tracklets. IEEE Trans. Circuits Syst. Video Technol. 29(3): 744-755 (2019) - [j86]Junwu Weng, Chaoqun Weng, Junsong Yuan, Zicheng Liu:
Discriminative Spatio-Temporal Pattern Discovery for 3D Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 29(4): 1077-1089 (2019) - [j85]Rui Zhong, Ionut Schiopu, Bruno Cornelis, Shao-Ping Lu, Junsong Yuan, Adrian Munteanu:
Dictionary Learning-Based, Directional, and Optimized Prediction for Lenslet Image Coding. IEEE Trans. Circuits Syst. Video Technol. 29(4): 1116-1129 (2019) - [j84]Zhigang Tu, Wei Xie, Justin Dauwels, Baoxin Li, Junsong Yuan:
Semantic Cues Enhanced Multimodality Multistream CNN for Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 29(5): 1423-1437 (2019) - [j83]Weichao Shen, Yuwei Wu, Junsong Yuan, Lingyu Duan, Jian Zhang, Yunde Jia:
Robust Distracter-Resistive Tracker via Learning a Multi-Component Discriminative Dictionary. IEEE Trans. Circuits Syst. Video Technol. 29(7): 2012-2028 (2019) - [j82]Hui Liang, Junsong Yuan, Jun Lee, Liuhao Ge, Daniel Thalmann:
Hough Forest With Optimized Leaves for Global Hand Pose Estimation With Arbitrary Postures. IEEE Trans. Cybern. 49(2): 527-541 (2019) - [j81]Zhigang Tu, Hongyan Li, Dejun Zhang, Justin Dauwels, Baoxin Li, Junsong Yuan:
Action-Stage Emphasized Spatiotemporal VLAD for Video Action Recognition. IEEE Trans. Image Process. 28(6): 2799-2812 (2019) - [j80]Yuwei Wu, Feng Gao, Yicheng Huang, Jie Lin, Vijay Chandrasekhar, Junsong Yuan, Ling-Yu Duan:
Codebook-Free Compact Descriptor for Scalable Visual Search. IEEE Trans. Multim. 21(2): 388-401 (2019) - [j79]Jiaqi Zhang, Zhenzhen Wang, Jingjing Meng, Yap-Peng Tan, Junsong Yuan:
Boosting Positive and Unlabeled Learning for Anomaly Detection With Multi-Features. IEEE Trans. Multim. 21(5): 1332-1344 (2019) - [c177]Jun Wen, Risheng Liu, Nenggan Zheng, Qian Zheng, Zhefeng Gong, Junsong Yuan:
Exploiting Local Feature Patterns for Unsupervised Domain Adaptation. AAAI 2019: 5401-5408 - [c176]Sreyasee Das Bhattacharjee, William J. Tolone, Ashish Mahabal, Mohammed Elshambakey, Isaac Cho, Abdullah al-Raihan Nayeem, Junsong Yuan, S. George Djorgovski:
Multi-View, Generative, Transfer Learning for Distributed Time Series Classification. IEEE BigData 2019: 5585-5594 - [c175]Chen Wang, Jianfei Yang, Lihua Xie, Junsong Yuan:
Kervolutional Neural Networks. CVPR 2019: 31-40 - [c174]Suchen Wang, Jingjing Meng, Junsong Yuan, Yap-Peng Tan:
Joint Representative Selection and Feature Learning: A Semi-Supervised Approach. CVPR 2019: 6005-6013 - [c173]Liuhao Ge, Zhou Ren, Yuncheng Li, Zehao Xue, Yingying Wang, Jianfei Cai, Junsong Yuan:
3D Hand Shape and Pose Estimation From a Single RGB Image. CVPR 2019: 10833-10842 - [c172]Fu Xiong, Boshen Zhang, Yang Xiao, Zhiguo Cao, Taidong Yu, Joey Tianyi Zhou, Junsong Yuan:
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth Image. ICCV 2019: 793-802 - [c171]Tianhang Zheng, Changyou Chen, Junsong Yuan, Bo Li, Kui Ren:
PointCloud Saliency Maps. ICCV 2019: 1598-1606 - [c170]Yujun Cai, Liuhao Ge, Jun Liu, Jianfei Cai, Tat-Jen Cham, Junsong Yuan, Nadia Magnenat-Thalmann:
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks. ICCV 2019: 2272-2281 - [c169]Tan Yu, Zhou Ren, Yuncheng Li, Enxu Yan, Ning Xu, Junsong Yuan:
Temporal Structure Mining for Weakly Supervised Action Detection. ICCV 2019: 5521-5530 - [c168]Yujin Chen, Zhigang Tu, Liuhao Ge, Dejun Zhang, Ruizhi Chen, Junsong Yuan:
SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning. ICCV 2019: 6960-6969 - [c167]Chunluan Zhou, Ming Yang, Junsong Yuan:
Discriminative Feature Transformation for Occluded Pedestrian Detection. ICCV 2019: 9556-9565 - [c166]Jianyu Yang, Chen Zhu, Junsong Yuan:
Motion-Let Clustering for Skeleton-Based Action Recognition. ICME Workshops 2019: 150-155 - [c165]Jianyu Yang, Chen Zhu, Junsong Yuan:
Spatio-Temporal Multi-scale Soft Quantization Learning for Skeleton-Based Human Action Recognition. ICME 2019: 1078-1083 - [c164]Jun Wen, Nenggan Zheng, Junsong Yuan, Zhefeng Gong, Changyou Chen:
Bayesian Uncertainty Matching for Unsupervised Domain Adaptation. IJCAI 2019: 3849-3855 - [c163]Yiding Yang, Xinchao Wang, Mingli Song, Junsong Yuan, Dacheng Tao:
SPAGAN: Shortest Path Graph Attention Network. IJCAI 2019: 4099-4105 - [c162]Bin Jiang, Xin Huang, Chao Yang, Junsong Yuan:
Cross-Modal Video Moment Retrieval with Spatial and Language-Temporal Attention. ICMR 2019: 217-225 - [c161]Qinyi Wang, Yexin Zhang, Junsong Yuan, Yilong Lu:
Space-Time Event Clouds for Gesture Recognition: From RGB Cameras to Event Cameras. WACV 2019: 1826-1835 - [i17]Bo Hu, Jianfei Cai, Tat-Jen Cham, Junsong Yuan:
Progress Regression RNN for Online Spatial-Temporal Action Localization in Unconstrained Videos. CoRR abs/1903.00304 (2019) - [i16]Liuhao Ge, Zhou Ren, Yuncheng Li, Zehao Xue, Yingying Wang, Jianfei Cai, Junsong Yuan:
3D Hand Shape and Pose Estimation from a Single RGB Image. CoRR abs/1903.00812 (2019) - [i15]Chen Wang, Jianfei Yang, Lihua Xie, Junsong Yuan:
Kervolutional Neural Networks. CoRR abs/1904.03955 (2019) - [i14]Jun Wen, Nenggan Zheng, Junsong Yuan, Zhefeng Gong, Changyou Chen:
Bayesian Uncertainty Matching for Unsupervised Domain Adaptation. CoRR abs/1906.09693 (2019) - [i13]Bin Jiang, Wenxuan Tu, Chao Yang, Junsong Yuan:
Context-Integrated and Feature-Refined Network for Lightweight Urban Scene Parsing. CoRR abs/1907.11474 (2019) - [i12]Fu Xiong, Boshen Zhang, Yang Xiao, Zhiguo Cao, Taidong Yu, Joey Tianyi Zhou, Junsong Yuan:
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image. CoRR abs/1908.09999 (2019) - [i11]Zhenyi Wang, Ping Yu, Yang Zhao, Ruiyi Zhang, Yufan Zhou, Junsong Yuan, Changyou Chen:
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions. CoRR abs/1912.10150 (2019) - 2018
- [j78]Jiong Yang, Junsong Yuan:
Temporally enhanced image object proposals for online video object and action detections. J. Vis. Commun. Image Represent. 53: 245-256 (2018) - [j77]Zhigang Tu, Wei Xie, Qianqing Qin, Ronald Poppe, Remco C. Veltkamp, Baoxin Li, Junsong Yuan:
Multi-stream CNN: Learning representations based on human-related regions for action recognition. Pattern Recognit. 79: 32-43 (2018) - [j76]Jing Tang, Xueyan Tang, Junsong Yuan:
An efficient and effective hop-based approach for influence maximization in social networks. Soc. Netw. Anal. Min. 8(1): 10 (2018) - [j75]Hongxing Wang, Junsong Yuan:
Representative Selection on a Hypersphere. IEEE Signal Process. Lett. 25(11): 1660-1664 (2018) - [j74]Junlin Hu, Jiwen Lu, Yap-Peng Tan, Junsong Yuan, Jie Zhou:
Local Large-Margin Multi-Metric Learning for Face and Kinship Verification. IEEE Trans. Circuits Syst. Video Technol. 28(8): 1875-1891 (2018) - [j73]Jingjing Meng, Suchen Wang, Hongxing Wang, Junsong Yuan, Yap-Peng Tan:
Video Summarization Via Multiview Representative Selection. IEEE Trans. Image Process. 27(5): 2134-2145 (2018) - [j72]Ling-Yu Duan, Yuwei Wu, Yicheng Huang, Zhe Wang, Junsong Yuan, Wen Gao:
Minimizing Reconstruction Bias Hashing via Joint Projection Learning and Quantization. IEEE Trans. Image Process. 27(6): 3127-3141 (2018) - [j71]Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann:
Robust 3D Hand Pose Estimation From Single Depth Images Using Multi-View CNNs. IEEE Trans. Image Process. 27(9): 4422-4436 (2018) - [j70]Zhenzhen Wang, Junsong Yuan:
Simultaneously Discovering and Localizing Common Objects in Wild Images. IEEE Trans. Image Process. 27(9): 4503-4515 (2018) - [j69]Weixiang Hong, Junsong Yuan:
Fried Binary Embedding: From High-Dimensional Visual Features to High-Dimensional Binary Codes. IEEE Trans. Image Process. 27(10): 4825-4837 (2018) - [j68]Jing Tang, Xueyan Tang, Junsong Yuan:
Profit Maximization for Viral Marketing in Online Social Networks: Algorithms and Analysis. IEEE Trans. Knowl. Data Eng. 30(6): 1095-1108 (2018) - [j67]Jing Tang, Xueyan Tang, Junsong Yuan:
Traffic-Optimized Data Placement for Social Media. IEEE Trans. Multim. 20(4): 1008-1023 (2018) - [j66]Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan:
Quality-Guided Fusion-Based Co-Saliency Estimation for Image Co-Segmentation and Colocalization. IEEE Trans. Multim. 20(9): 2466-2477 (2018) - [j65]Sreyasee Das Bhattacharjee, Junsong Yuan, Yicheng Huang, Jingjing Meng, Lingyu Duan:
Query Adaptive Multiview Object Instance Search and Localization Using Sketches. IEEE Trans. Multim. 20(10): 2761-2773 (2018) - [c160]Weixiang Hong, Jingjing Meng, Junsong Yuan:
Distributed Composite Quantization. AAAI 2018: 61-68 - [c159]Weixiang Hong, Jingjing Meng, Junsong Yuan:
Tensorized Projection for High-Dimensional Binary Embedding. AAAI 2018: 69-76 - [c158]Chen Wang, Le Zhang, Lihua Xie, Junsong Yuan:
Kernel Cross-Correlator. AAAI 2018: 4179-4186 - [c157]Kang Dang, Chunluan Zhou, Zhigang Tu, Michael Hoy, Justin Dauwels, Junsong Yuan:
Actor-Action Semantic Segmentation with Region Masks. BMVC 2018: 260 - [c156]Zhiwen Fang, Junsong Yuan, Nadia Magnenat-Thalmann:
Understanding Human-Object Interaction in RGB-D videos for Human Robot Interaction. CGI 2018: 163-167 - [c155]Tan Yu, Jingjing Meng, Junsong Yuan:
Multi-View Harmonized Bilinear Network for 3D Object Recognition. CVPR 2018: 186-194 - [c154]Mengyuan Liu, Junsong Yuan:
Recognizing Human Actions as the Evolution of Pose Estimation Maps. CVPR 2018: 1159-1168 - [c153]Weixiang Hong, Zhenzhen Wang, Ming Yang, Junsong Yuan:
Conditional Generative Adversarial Network for Structured Domain Adaptation. CVPR 2018: 1335-1344 - [c152]Shizheng Wang, Wenjuan Liao, Phil Surman, Zhigang Tu, Yuanjin Zheng, Junsong Yuan:
Salience Guided Depth Calibration for Perceptually Optimized Compressive Light Field 3D Display. CVPR 2018: 2031-2040 - [c151]Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis A. Argyros, Tae-Kyun Kim:
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals. CVPR 2018: 2636-2645 - [c150]Liuhao Ge, Yujun Cai, Junwu Weng, Junsong Yuan:
Hand PointNet: 3D Hand Pose Estimation Using Point Sets. CVPR 2018: 8417-8426 - [c149]Chunluan Zhou, Junsong Yuan:
Bi-box Regression for Pedestrian Detection and Occlusion Estimation. ECCV (1) 2018: 138-154 - [c148]Junwu Weng, Mengyuan Liu, Xudong Jiang, Junsong Yuan:
Deformable Pose Traversal Convolution for 3D Action and Gesture Recognition. ECCV (7) 2018: 142-157 - [c147]Tan Yu, Junsong Yuan, Chen Fang, Hailin Jin:
Product Quantization Network for Fast Image Retrieval. ECCV (1) 2018: 191-206 - [c146]Liuhao Ge, Zhou Ren, Junsong Yuan:
Point-to-Point Regression PointNet for 3D Hand Pose Estimation. ECCV (13) 2018: 489-505 - [c145]Yujun Cai, Liuhao Ge, Jianfei Cai, Junsong Yuan:
Weakly-Supervised 3D Hand Pose Estimation from Monocular RGB Images. ECCV (6) 2018: 678-694 - [c144]Yanjun Zhu, Gang Yu, Junsong Yuan, Kai-Kuang Ma:
Selecting Informative Frames for Action Recognition with Partial Observations. ICIP 2018: 465-469 - [c143]Zhenzhen Wang, Junsong Yuan:
Unsupervised Multiple-Instance Learning for Instance Search. ICME 2018: 1-6 - [c142]Mengjia Yan, Xudong Jiang, Junsong Yuan:
3D Convolutional Generative Adversarial Networks for Detecting Temporal Irregularities in Videos. ICPR 2018: 2522-2527 - [c141]Jing Tang, Xueyan Tang, Junsong Yuan:
Towards Profit Maximization for Online Social Network Providers. INFOCOM 2018: 1178-1186 - [c140]Sheng Liu, Zhou Ren, Junsong Yuan:
SibNet: Sibling Convolutional Encoder for Video Captioning. ACM Multimedia 2018: 1425-1434 - [c139]Jing Tang, Xueyan Tang, Xiaokui Xiao, Junsong Yuan:
Online Processing Algorithms for Influence Maximization. SIGMOD Conference 2018: 991-1005 - [i10]Kang Dang, Chunluan Zhou, Zhigang Tu, Michael Hoy, Justin Dauwels, Junsong Yuan:
Actor-Action Semantic Segmentation with Region Masks. CoRR abs/1807.08430 (2018) - [i9]Jun Wen, Risheng Liu, Nenggan Zheng, Qian Zheng, Zhefeng Gong, Junsong Yuan:
Exploiting Local Feature Patterns for Unsupervised Domain Adaptation. CoRR abs/1811.05042 (2018) - [i8]Tianhang Zheng, Changyou Chen, Junsong Yuan, Kui Ren:
Learning Saliency Maps for Adversarial Point-Cloud Generation. CoRR abs/1812.01687 (2018) - 2017
- [b1]Hongxing Wang, Chaoqun Weng, Junsong Yuan:
Visual Pattern Discovery and Recognition. Springer Briefs in Computer Science, Springer 2017, ISBN 978-981-10-4839-5, pp. 1-87 - [j64]Kang Dang, Junsong Yuan:
Learning location constrained pixel classifiers for image parsing. J. Vis. Commun. Image Represent. 49: 1-13 (2017) - [j63]Hongxing Wang, Yoshinobu Kawahara, Chaoqun Weng, Junsong Yuan:
Representative Selection with Structured Sparsity. Pattern Recognit. 63: 268-278 (2017) - [j62]Zhigang Tu, Zuwei Guo, Wei Xie, Mengjia Yan, Remco C. Veltkamp, Baoxin Li, Junsong Yuan:
Fusing disparate object signatures for salient object detection in video. Pattern Recognit. 72: 285-299 (2017) - [j61]Jianfeng Ren, Xudong Jiang, Junsong Yuan:
LBP-Structure Optimization With Symmetry and Uniformity Regularizations for Scene Classification. IEEE Signal Process. Lett. 24(1): 37-41 (2017) - [j60]Chaoqun Weng, Hongxing Wang, Junsong Yuan, Xudong Jiang:
Discovering Class-Specific Spatial Layouts for Scene Recognition. IEEE Signal Process. Lett. 24(8): 1143-1147 (2017) - [j59]Anirban Chakraborty, Bappaditya Mandal, Junsong Yuan:
Person Reidentification Using Multiple Egocentric Views. IEEE Trans. Circuits Syst. Video Technol. 27(3): 484-498 (2017) - [j58]Jianfeng Ren, Xudong Jiang, Junsong Yuan, Nadia Magnenat-Thalmann:
Sound-Event Classification Using Robust Texture Features for Robot Hearing. IEEE Trans. Multim. 19(3): 447-458 (2017) - [c138]Tan Yu, Yuwei Wu, Sreyasee Das Bhattacharjee, Junsong Yuan:
Efficient Object Instance Search Using Fuzzy Objects Matching. AAAI 2017: 4320-4326 - [c137]Zhenzhen Wang, Jingjing Meng, Tan Yu, Junsong Yuan:
Common visual pattern discovery and search. APSIPA 2017: 1011-1018 - [c136]Ruibing Jin, Bojan Andonovski, Zhigang Tu, Jianliang Wang, Junsong Yuan, Desmond Mark Tham:
A framework based on deep learning and mathematical morphology for cabin door detection in an automated aerobridge docking system. ASCC 2017: 1666-1671 - [c135]Jing Tang, Xueyan Tang, Junsong Yuan:
Influence Maximization Meets Efficiency and Effectiveness: A Hop-Based Approach. ASONAM 2017: 64-71 - [c134]Junwu Weng, Chaoqun Weng, Junsong Yuan:
Spatio-Temporal Naive-Bayes Nearest-Neighbor (ST-NBNN) for Skeleton-Based Action Recognition. CVPR 2017: 445-454 - [c133]Tan Yu, Yuwei Wu, Junsong Yuan:
HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos. CVPR 2017: 3195-3204 - [c132]Koteswar Rao Jerripothula, Jianfei Cai, Jiangbo Lu, Junsong Yuan:
Object Co-skeletonization with Co-segmentation. CVPR 2017: 3881-3889 - [c131]Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann:
3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation from Single Depth Images. CVPR 2017: 5679-5688 - [c130]Weixiang Hong, Junsong Yuan, Sreyasee Das Bhattacharjee:
Fried Binary Embedding for High-Dimensional Visual Features. CVPR 2017: 6221-6229 - [c129]Kang Dang, Michael Hoy, Justin Dauwels, Junsong Yuan:
Real-time hierarchical fusion system for semantic segmentation in offroad scenes. FUSION 2017: 1-6 - [c128]Chen Wang, Junsong Yuan, Lihua Xie:
Non-iterative SLAM. ICAR 2017: 83-90 - [c127]Tan Yu, Zhenzhen Wang, Junsong Yuan:
Compressive Quantization for Fast Object Instance Search in Videos. ICCV 2017: 726-735 - [c126]Jiong Yang, Junsong Yuan:
Common Action Discovery and Localization in Unconstrained Videos. ICCV 2017: 2176-2185 - [c125]Chunluan Zhou, Junsong Yuan:
Multi-label Learning of Part Detectors for Heavily Occluded Pedestrian Detection. ICCV 2017: 3506-3515 - [c124]Jingjing Meng, Suchen Wang, Hongxing Wang, Yap-Peng Tan, Junsong Yuan:
Video Summarization via Multi-view Representative Selection. ICCV Workshops 2017: 1189-1198 - [c123]Rui Zhong, Shizheng Wang, Bruno Cornelis, Yuanjin Zheng, Junsong Yuan, Adrian Munteanu:
Efficient directional and L1-optimized intra-prediction for light field image compression. ICIP 2017: 1172-1176 - [c122]Jiang Yang, Junsong Yuan:
Temporally enhanced image object proposals for videos. ICME 2017: 445-450 - [c121]Jianyu Yang, Chen Zhu, Junsong Yuan:
Real time hand gesture recognition via finger-emphasized multi-scale description. ICME 2017: 631-636 - [c120]Sreyasee Das Bhattacharjee, Junsong Yuan, Jiaqi Zhang, Yap-Peng Tan:
Context-aware graph-based analysis for detecting anomalous activities. ICME 2017: 1021-1026 - [c119]Tan Yu, Jingjing Meng, Junsong Yuan:
Is My Object in This Video? Reconstruction-based Object Search in Videos. IJCAI 2017: 4551-4557 - [c118]Michael Hoy, Justin Dauwels, Junsong Yuan:
Efficient ground object segmentation in 3D LIDAR based on cascaded mode seeking. ITSC 2017: 1-6 - [c117]Michael Hoy, Justin Dauwels, Junsong Yuan:
Efficient tracking of closely spaced objects in depth data using sequential dirichlet process clustering. Intelligent Vehicles Symposium 2017: 1099-1104 - [c116]Jiaqi Zhang, Zhenzhen Wang, Junsong Yuan, Yap-Peng Tan:
Positive and Unlabeled Learning for Anomaly Detection with Multi-features. ACM Multimedia 2017: 854-862 - [i7]Chen Wang, Junsong Yuan, Lihua Xie:
Non-Iterative SLAM: A Fast Dense Method for Inertial-Visual SLAM. CoRR abs/1701.05294 (2017) - [i6]Jing Tang, Xueyan Tang, Junsong Yuan:
Influence Maximization Meets Efficiency and Effectiveness: A Hop-Based Approach. CoRR abs/1705.10442 (2017) - [i5]Chen Wang, Le Zhang, Lihua Xie, Junsong Yuan:
Kernel Cross-Correlator. CoRR abs/1709.05936 (2017) - [i4]Chen Wang, Lihua Xie, Junsong Yuan:
Non-Iterative Localization and Fast Mapping. CoRR abs/1710.05502 (2017) - [i3]Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis A. Argyros, Tae-Kyun Kim:
3D Hand Pose Estimation: From Current Achievements to Future Goals. CoRR abs/1712.03917 (2017) - [i2]Jing Tang, Xueyan Tang, Junsong Yuan:
Towards Profit Maximization for Online Social Network Providers. CoRR abs/1712.08963 (2017) - 2016
- [j57]Jianyu Yang, Hongxing Wang, Junsong Yuan, Youfu Li, Jianyang Liu:
Invariant multi-scale descriptor for shape representation, matching and retrieval. Comput. Vis. Image Underst. 145: 43-58 (2016) - [j56]Junsong Yuan, Wanqing Li, Zhengyou Zhang, David J. Fleet, Jamie Shotton:
Guest Editorial: Human Activity Understanding from 2D and 3D Data. Int. J. Comput. Vis. 118(2): 113-114 (2016) - [j55]Ye Luo, Junsong Yuan, Jianwei Lu:
Finding spatio-temporal salient paths for video objects discovery. J. Vis. Commun. Image Represent. 38: 45-54 (2016) - [j54]Jianyu Yang, Junsong Yuan, Youfu Li:
Parsing 3D motion trajectory for gesture recognition. J. Vis. Commun. Image Represent. 38: 627-640 (2016) - [j53]Bo Hu, Junsong Yuan, Yuwei Wu:
Discriminative Action States Discovery for Online Action Recognition. IEEE Signal Process. Lett. 23(10): 1374-1378 (2016) - [j52]Nikolaos V. Boulgouris, David R. Bull, Marco Cagnazzo, Andrea Cavallaro, Gene Cheung, Amit K. Roy-Chowdhury, Pedro Comesaña Alfaro, Shan Du, Sarp Ertürk, Markus Flierl, Gian Luca Foresti, Gang Hua, Zhu Li, Weisi Lin, Siwei Ma, Pramod Kumar Meher, Debargha Mukherjee, Aleksandra Pizurica, Andrea Prati, Paolo Remagnino, Arun Ross, Shin'ichi Satoh, Andreas E. Savakis, Heiko Schwarz, Ling Shao, Shervin Shirmohammadi, Giuseppe Valenzise, Meng Wang, Zhou Wang, Yonggang Wen, Dong Xu, Junsong Yuan, Yuan Yuan:
Introduction of New Associate Editors. IEEE Trans. Circuits Syst. Video Technol. 26(2): 253-263 (2016) - [j51]Jiong Yang, Gangqiang Zhao, Junsong Yuan, Xiaohui Shen, Zhe Lin, Brian L. Price, Jonathan Brandt:
Discovering Primary Objects in Videos by Saliency Fusion and Iterative Appearance Estimation. IEEE Trans. Circuits Syst. Video Technol. 26(6): 1070-1083 (2016) - [j50]Jiong Yang, Brian L. Price, Xiaohui Shen, Zhe Lin, Junsong Yuan:
Fast Appearance Modeling for Automatic Primary Video Object Segmentation. IEEE Trans. Image Process. 25(2): 503-515 (2016) - [j49]Zhiwen Fang, Zhiguo Cao, Yang Xiao, Lei Zhu, Junsong Yuan:
Adobe Boxes: Locating Object Proposals Using Object Adobes. IEEE Trans. Image Process. 25(9): 4116-4128 (2016) - [j48]Jingjing Meng, Junsong Yuan, Jiong Yang, Gang Wang, Yap-Peng Tan:
Object Instance Search in Videos via Spatio-Temporal Trajectory Discovery. IEEE Trans. Multim. 18(1): 116-127 (2016) - [j47]Sreyasee Das Bhattacharjee, Junsong Yuan, Yap-Peng Tan, Ling-Yu Duan:
Query-Adaptive Small Object Search Using Object Proposals and Shape-Aware Descriptors. IEEE Trans. Multim. 18(4): 726-737 (2016) - [j46]Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan:
Image Co-segmentation via Saliency Co-fusion. IEEE Trans. Multim. 18(9): 1896-1909 (2016) - [c115]Phil Surman, Shizheng Wang, Kien Seng Ong, Xiao Wei Sun, Junsong Yuan, Yuanjin Zheng:
Multi-layer light field display characterisation. 3DTV-Conference 2016: 1-4 - [c114]Hui Liang, Junhui Hou, Junsong Yuan, Daniel Thalmann:
Random Forest with Suppressed Leaves for Hough Voting. ACCV (3) 2016: 264-280 - [c113]Chunluan Zhou, Junsong Yuan:
Learning to Integrate Occlusion-Specific Detectors for Heavily Occluded Pedestrian Detection. ACCV (2) 2016: 305-320 - [c112]Jingjing Meng, Hongxing Wang, Junsong Yuan, Yap-Peng Tan:
From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection. CVPR 2016: 1039-1048 - [c111]Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann:
Robust 3D Hand Pose Estimation in Single Depth Images: From Single-View CNN to Multi-View CNNs. CVPR 2016: 3593-3601 - [c110]Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan:
CATS: Co-saliency Activated Tracklet Selection for Video Co-localization. ECCV (7) 2016: 187-202 - [c109]Michael Hoy, Chaoqun Weng, Junsong Yuan, Justin Dauwels:
Bayesian tracking of multiple objects with vision and radar. ICARCV 2016: 1-6 - [c108]Haoran Xu, Jianyu Yang, Junsong Yuan:
Invariant multi-scale shape descriptor for object matching and recognition. ICIP 2016: 644-648 - [c107]Junlin Hu, Jiwen Lu, Junsong Yuan, Yap-Peng Tan:
Collaborative multi-view metric learning for visual classification. ICME 2016: 1-6 - [c106]Jing Tang, Xueyan Tang, Junsong Yuan:
Profit maximization for viral marketing in Online Social Networks. ICNP 2016: 1-10 - [c105]Zhe Wang, Ling-Yu Duan, Junsong Yuan, Tiejun Huang, Wen Gao:
To Project More or to Quantize More: Minimize Reconstruction Bias for Learning Compact Binary Codes. IJCAI 2016: 2181-2188 - [c104]Zhao Liu, Yuwei Wu, Junsong Yuan, Yap-Peng Tan:
Learning a Multi-class Discriminative Dictionary with Nonredundancy Constraints for Visual Classification. ACM Multimedia 2016: 421-425 - [c103]Yuwei Wu, Zhe Wang, Junsong Yuan, Ling-Yu Duan:
A Compact Binary Aggregated Descriptor via Dual Selection for Visual Search. ACM Multimedia 2016: 426-430 - [c102]Sreyasee Das Bhattacharjee, Junsong Yuan, Weixiang Hong, Xiang Ruan:
Query Adaptive Instance Search using Object Sketches. ACM Multimedia 2016: 1306-1315 - [c101]Rui Zhong, Shizheng Wang, Bruno Cornelis, Yuanjin Zheng, Junsong Yuan, Adrian Munteanu:
L1-optimized linear prediction for light field image compression. PCS 2016: 1-5 - [c100]Hui Liang, Jin Wang, Qian Sun, Yong-Jin Liu, Junsong Yuan, Jun Luo, Ying He:
Barehanded music: real-time hand interaction for virtual piano. I3D 2016: 87-94 - [p5]Jianfeng Ren, Xudong Jiang, Junsong Yuan:
Face and Facial Expressions Recognition and Analysis. Context Aware Human-Robot and Human-Agent Interaction 2016: 3-29 - [p4]Yang Xiao, Hui Liang, Junsong Yuan, Daniel Thalmann:
Body Movement Analysis and Recognition. Context Aware Human-Robot and Human-Agent Interaction 2016: 31-53 - [e1]Nadia Magnenat-Thalmann, Junsong Yuan, Daniel Thalmann, Bum-Jae You:
Context Aware Human-Robot and Human-Agent Interaction. Human-Computer Interaction Series, Springer 2016, ISBN 978-3-319-19946-7 [contents] - [i1]Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann:
Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs. CoRR abs/1606.07253 (2016) - 2015
- [j45]Jianfeng Ren, Xudong Jiang, Junsong Yuan:
Learning LBP structure by maximizing the conditional mutual information. Pattern Recognit. 48(10): 3180-3190 (2015) - [j44]Jianfeng Ren, Xudong Jiang, Junsong Yuan:
LBP Encoding Schemes Jointly Utilizing the Information of Current Bit and Other LBP Bits. IEEE Signal Process. Lett. 22(12): 2373-2377 (2015) - [j43]Gang Yu, Junsong Yuan, Zicheng Liu:
Propagative Hough Voting for Human Activity Detection and Recognition. IEEE Trans. Circuits Syst. Video Technol. 25(1): 87-98 (2015) - [j42]Hui Liang, Junsong Yuan, Daniel Thalmann:
Resolving Ambiguous Hand Pose Predictions by Exploiting Part Correlations. IEEE Trans. Circuits Syst. Video Technol. 25(7): 1125-1139 (2015) - [j41]Hongxing Wang, Junsong Yuan:
Collaborative Multifeature Fusion for Transductive Spectral Learning. IEEE Trans. Cybern. 45(3): 465-475 (2015) - [j40]Yuwei Wu, Mingtao Pei, Min Yang, Junsong Yuan, Yunde Jia:
Robust Discriminative Tracking via Landmark-Based Label Propagation. IEEE Trans. Image Process. 24(5): 1510-1523 (2015) - [j39]Yuning Jiang, Jingjing Meng, Junsong Yuan, Jiebo Luo:
Randomized Spatial Context for Object Search. IEEE Trans. Image Process. 24(6): 1748-1762 (2015) - [j38]Jianfeng Ren, Xudong Jiang, Junsong Yuan:
A Chi-Squared-Transformed Subspace of LBP Histogram for Visual Recognition. IEEE Trans. Image Process. 24(6): 1893-1904 (2015) - [j37]Yuwei Wu, Yunde Jia, Peihua Li, Jian Zhang, Junsong Yuan:
Manifold Kernel Sparse Representation of Symmetric Positive-Definite Matrices and Its Applications. IEEE Trans. Image Process. 24(11): 3729-3741 (2015) - [j36]Gangqiang Zhao, Junsong Yuan, Gang Hua, Jiong Yang:
Topical Video Object Discovery From Key Frames by Modeling Word Co-Occurrence Prior. IEEE Trans. Image Process. 24(12): 5739-5752 (2015) - [j35]Chaoqun Weng, Junsong Yuan:
Efficient Mining of Optimal AND/OR Patterns for Visual Recognition. IEEE Trans. Multim. 17(5): 626-635 (2015) - [c99]Gang Yu, Junsong Yuan:
Fast action proposals for human action detection and search. CVPR 2015: 1302-1311 - [c98]Jianfeng Ren, Xudong Jiang, Junsong Yuan:
Quantized fuzzy LBP for face recognition. ICASSP 2015: 1503-1507 - [c97]Kang Dang, Jiong Yang, Junsong Yuan:
Adaptive Exponential Smoothing for Online Filtering of Pixel Prediction Maps. ICCV 2015: 3209-3217 - [c96]Jing Tang, Xueyan Tang, Junsong Yuan:
Optimizing Inter-server Communication for Online Social Networks. ICDCS 2015: 215-224 - [c95]Jingjing Meng, Junsong Yuan, Yap-Peng Tan, Gang Wang:
Fast object instance search in videos from one example. ICIP 2015: 4381-4385 - [c94]Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan:
Group saliency propagation for large scale and quick image co-segmentation. ICIP 2015: 4639-4643 - [c93]Hui Liang, Junsong Yuan, Daniel Thalmann:
Egocentric hand pose estimation and distance recovery in a single RGB image. ICME 2015: 1-6 - [c92]Hui Liang, Junsong Yuan, Daniel Thalmann, Nadia Magnenat-Thalmann:
AR in Hand: Egocentric Palm Pose Tracking and Gesture Recognition for Augmented Reality Applications. ACM Multimedia 2015: 743-744 - [c91]Sreyasee Das Bhattacharjee, Junsong Yuan, Yap-Peng Tan, Lingyu Duan:
Query-Adaptive Logo Search using Shape-Aware Descriptors. ACM Multimedia 2015: 1155-1158 - [c90]Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan:
QCCE: Quality constrained co-saliency estimation for common object detection. VCIP 2015: 1-4 - [c89]Shizheng Wang, Xiangyu Zhang, Qijia Cheng, Kaviya Rajendran, Phil Surman, Junsong Yuan, Xiao Wei Sun:
Glasses-free light field 3D display. VCIP 2015: 1 - [c88]Shizheng Wang, Zhenfeng Zhuang, Phil Surman, Junsong Yuan, Yuanjin Zheng, Xiao Wei Sun:
Two-layer optimized light field display using depth initialization. VCIP 2015: 1-4 - [c87]Daniel Thalmann, Hui Liang, Junsong Yuan:
First-Person Palm Pose Tracking and Gesture Recognition in Augmented Reality. VISIGRAPP (Selected Papers) 2015: 3-15 - [c86]Jianyu Yang, Junsong Yuan, Youfu Li:
Flexible Trajectory Indexing for 3D Motion Recognition. WACV 2015: 326-332 - [p3]Gangqiang Zhao, Junsong Yuan:
Automatic Visual Pattern Discovery via Cohesive Subgraph Mining. Mobile Cloud Visual Media Computing 2015: 307-325 - 2014
- [j34]Gangqiang Zhao, Xuhong Xiao, Junsong Yuan, Gee Wah Ng:
Fusion of 3D-LIDAR and camera data for scene parsing. J. Vis. Commun. Image Represent. 25(1): 165-183 (2014) - [j33]Du Tran, Junsong Yuan, David A. Forsyth:
Video Event Detection: From Subvolume Localization to Spatiotemporal Path Search. IEEE Trans. Pattern Anal. Mach. Intell. 36(2): 404-416 (2014) - [j32]Jiang Wang, Zicheng Liu, Ying Wu, Junsong Yuan:
Learning Actionlet Ensemble for 3D Human Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 36(5): 914-927 (2014) - [j31]Yang Xiao, Zhijun Zhang, Aryel Beck, Junsong Yuan, Daniel Thalmann:
Human-Robot Interaction by Understanding Upper Body Gestures. Presence Teleoperators Virtual Environ. 23(2): 133-154 (2014) - [j30]Zerrin Yumak, Jianfeng Ren, Nadia Magnenat-Thalmann, Junsong Yuan:
Modelling Multi-Party Interactions among Virtual Characters, Robots, and Humans. Presence Teleoperators Virtual Environ. 23(2): 172-190 (2014) - [j29]Yang Xiao, Zhiguo Cao, Junsong Yuan:
Entropic image thresholding based on GLGM histogram. Pattern Recognit. Lett. 40: 47-55 (2014) - [j28]Jianfeng Ren, Xudong Jiang, Junsong Yuan, Gang Wang:
Optimizing LBP Structure For Visual Recognition Using Binary Quadratic Programming. IEEE Signal Process. Lett. 21(11): 1346-1350 (2014) - [j27]Yang Xiao, Jianxin Wu, Junsong Yuan:
mCENTRIST: A Multi-Channel Feature Generation Mechanism for Scene Categorization. IEEE Trans. Image Process. 23(2): 823-836 (2014) - [j26]Hongxing Wang, Junsong Yuan, Ying Wu:
Context-Aware Discovery of Visual Co-Occurrence Patterns. IEEE Trans. Image Process. 23(4): 1805-1819 (2014) - [j25]Hui Liang, Junsong Yuan, Daniel Thalmann:
Parsing the Hand in Depth Images. IEEE Trans. Multim. 16(5): 1241-1253 (2014) - [j24]Hongxing Wang, Gangqiang Zhao, Junsong Yuan:
Visual pattern discovery in image and video data: a brief survey. WIREs Data Mining Knowl. Discov. 4(1): 24-37 (2014) - [c85]Gangqiang Zhao, Junsong Yuan, Kang Dang:
Height Gradient Histogram (HIGH) for 3D Scene Labeling. 3DV 2014: 569-576 - [c84]Gang Yu, Zicheng Liu, Junsong Yuan:
Discriminative Orderlet Mining for Real-Time Recognition of Human-Object Interaction. ACCV (5) 2014: 50-65 - [c83]Junlin Hu, Jiwen Lu, Junsong Yuan, Yap-Peng Tan:
Large Margin Multi-metric Learning for Face and Kinship Verification in the Wild. ACCV (3) 2014: 252-267 - [c82]Kang Dang, Junsong Yuan:
Location Constrained Pixel Classifiers for Image Parsing with Regular Spatial Layout. BMVC 2014 - [c81]Chunluan Zhou, Junsong Yuan:
Non-rectangular Part Discovery for Object Detection. BMVC 2014 - [c80]Hongxing Wang, Chaoqun Weng, Junsong Yuan:
Multi-feature Spectral Clustering with Minimax Optimization. CVPR 2014: 4106-4113 - [c79]Xinchen Yan, Junsong Yuan, Hui Liang:
Efficient Online Spatio-Temporal Filtering for Video Event Detection. ECCV Workshops (1) 2014: 769-785 - [c78]Koteswar Rao Jerripothula, Jianfei Cai, Fanman Meng, Junsong Yuan:
Automatic image co-segmentation using geometric mean saliency. ICIP 2014: 3277-3281 - [c77]Hong Zhang, Li Chen, Jun Liu, Junsong Yuan:
Hierarchical multi-feature fusion for multimodal data analysis. ICIP 2014: 5916-5920 - [c76]Gang Yu, Junsong Yuan:
Scalable forest hashing for fast similarity search. ICME 2014: 1-6 - [c75]Hong Zhang, Junsong Yuan, Xingyu Gao, Zhenyu Chen:
Boosting cross-media retrieval via visual-auditory feature analysis and relevance feedback. ACM Multimedia 2014: 953-956 - [c74]Zerrin Yumak, Jianfeng Ren, Nadia Magnenat-Thalmann, Junsong Yuan:
Tracking and fusion for multiparty interaction with a virtual character and a social robot. SIGGRAPH ASIA Autonomous Virtual Humans and Social Robot for Telepresence 2014: 3:1-3:7 - [c73]Yang Xiao, Gangqiang Zhao, Junsong Yuan, Daniel Thalmann:
Activity recognition in unconstrained RGB-D video using 3D trajectories. SIGGRAPH ASIA Autonomous Virtual Humans and Social Robot for Telepresence 2014: 4:1-4:4 - [p2]Yang Cong, Ji Liu, Junsong Yuan, Jiebo Luo:
Low-Rank Online Metric Learning. Low-Rank and Sparse Modeling for Visual Analysis 2014: 203-233 - 2013
- [j23]Zhou Ren, Junsong Yuan, Wenyu Liu:
Minimum Near-Convex Shape Decomposition. IEEE Trans. Pattern Anal. Mach. Intell. 35(10): 2546-2552 (2013) - [j22]Jianfeng Ren, Xudong Jiang, Junsong Yuan:
A complete and fully automated face verification system on mobile devices. Pattern Recognit. 46(1): 45-56 (2013) - [j21]Yang Cong, Junsong Yuan, Ji Liu:
Abnormal event detection in crowded scenes using sparse representation. Pattern Recognit. 46(7): 1851-1864 (2013) - [j20]Zhenzhong Chen, Junsong Yuan, Yap-Peng Tan:
Hybrid Saliency Detection for Images. IEEE Signal Process. Lett. 20(1): 95-98 (2013) - [j19]Yang Cong, Junsong Yuan, Yandong Tang:
Video Anomaly Search in Crowded Scenes via Spatio-Temporal Motion Context. IEEE Trans. Inf. Forensics Secur. 8(10): 1590-1599 (2013) - [j18]Gang Yu, Junsong Yuan, Zicheng Liu:
Action Search by Example Using Randomized Visual Vocabularies. IEEE Trans. Image Process. 22(1): 377-390 (2013) - [j17]Yang Cong, Ji Liu, Junsong Yuan, Jiebo Luo:
Self-Supervised Online Metric Learning With Low Rank Constraint for Scene Categorization. IEEE Trans. Image Process. 22(8): 3179-3191 (2013) - [j16]Jianfeng Ren, Xudong Jiang, Junsong Yuan:
Noise-Resistant Local Binary Pattern With an Embedded Error-Correction Mechanism. IEEE Trans. Image Process. 22(10): 4049-4060 (2013) - [j15]Zhou Ren, Junsong Yuan, Jingjing Meng, Zhengyou Zhang:
Robust Part-Based Hand Gesture Recognition Using Kinect Sensor. IEEE Trans. Multim. 15(5): 1110-1120 (2013) - [j14]Hui Liang, Junsong Yuan, Daniel Thalmann, Zhengyou Zhang:
Model-based hand pose estimation via spatial-temporal hand parsing and 3D fingertip localization. Vis. Comput. 29(6-8): 837-848 (2013) - [c72]Jingjing Meng, Junsong Yuan, Gang Wang, Jianbo Xu:
Object instance search in videos. ICICS 2013: 1-4 - [c71]Gangqiang Zhao, Junsong Yuan, Gang Hua:
Topical Video Object Discovery from Key Frames by Modeling Word Co-occurrence Prior. CVPR 2013: 1602-1609 - [c70]Jianfeng Ren, Xudong Jiang, Junsong Yuan:
Dynamic texture recognition using enhanced LBP features. ICASSP 2013: 2400-2404 - [c69]Ye Luo, Gangqiang Zhao, Junsong Yuan:
Thematic Saliency Detection Using Spatial-Temporal Context. ICCV Workshops 2013: 347-353 - [c68]Kang Dang, Junsong Yuan, Ho Yee Tiong:
Voxel labelling in CT images with data-driven contextual features. ICIP 2013: 680-684 - [c67]Jianfeng Ren, Xudong Jiang, Junsong Yuan:
Learning binarized pixel-difference pattern for scene recognition. ICIP 2013: 2494-2498 - [c66]Jianfeng Ren, Xudong Jiang, Junsong Yuan:
Relaxed local ternary pattern for face recognition. ICIP 2013: 3680-3684 - [c65]Chaoqun Weng, Hongxing Wang, Junsong Yuan:
Learning weighted geometric pooling for image classification. ICIP 2013: 3805-3809 - [c64]Chaoqun Weng, Yuning Jiang, Junsong Yuan:
Direct mining co-occurrence features for visual recognition: A branch and bound method. ICME 2013: 1-6 - [c63]Chaoqun Weng, Hongxing Wang, Junsong Yuan:
Hierarchical sparse coding based on spatial pooling and multi-feature fusion. ICME 2013: 1-6 - [c62]Wen Gao, Ling-Yu Duan, Jun Sun, Junsong Yuan, Yonggang Wen, Yap-Peng Tan, Jianfei Cai, Alex C. Kot:
Mobile media communication, processing, and analysis: A review of recent advances. ISCAS 2013: 869-872 - [c61]Ye Luo, Junsong Yuan:
Salient object detection in videos by optimal spatio-temporal path discovery. ACM Multimedia 2013: 509-512 - [c60]Yang Xiao, Junsong Yuan, Daniel Thalmann:
Human-virtual human interaction by upper body gesture understanding. VRST 2013: 133-142 - 2012
- [j13]Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Junsong Yuan, Yong Rui, Wen Gao:
Location Discriminative Vocabulary Coding for Mobile Landmark Search. Int. J. Comput. Vis. 96(3): 290-314 (2012) - [j12]Junsong Yuan, Gangqiang Zhao, Yun Fu, Zhu Li, Aggelos K. Katsaggelos, Ying Wu:
Discovering Thematic Objects in Image Collections and Videos. IEEE Trans. Image Process. 21(4): 2207-2219 (2012) - [j11]Yang Cong, Junsong Yuan, Jiebo Luo:
Towards Scalable Summarization of Consumer Videos Via Sparse Dictionary Selection. IEEE Trans. Multim. 14(1): 66-75 (2012) - [j10]Junsong Yuan, Ying Wu:
Mining Visual Collocation Patterns via Self-Supervised Subspace Learning. IEEE Trans. Syst. Man Cybern. Part B 42(2): 334-346 (2012) - [c59]Chunluan Zhou, Junsong Yuan:
Arbitrary-Shape Object Localization Using Adaptive Image Grids. ACCV (1) 2012: 71-84 - [c58]Jiang Wang, Zicheng Liu, Ying Wu, Junsong Yuan:
Mining actionlet ensemble for action recognition with depth cameras. CVPR 2012: 1290-1297 - [c57]Yuning Jiang, Jingjing Meng, Junsong Yuan:
Randomized visual phrases for object search. CVPR 2012: 3100-3107 - [c56]Gang Yu, Junsong Yuan, Zicheng Liu:
Propagative Hough Voting for Human Activity Recognition. ECCV (3) 2012: 693-706 - [c55]Yuning Jiang, Junsong Yuan, Gang Yu:
Randomized Spatial Partition for Scene Recognition. ECCV (2) 2012: 730-743 - [c54]Gangqiang Zhao, Xuhong Xiao, Junsong Yuan:
Fusion of Velodyne and camera data for scene parsing. FUSION 2012: 1172-1179 - [c53]Yang Cong, Junsong Yuan, Yandong Tang:
Object tracking via online metric learning. ICIP 2012: 417-420 - [c52]Gangqiang Zhao, Junsong Yuan:
Curb detection and tracking using 3D-LIDAR scanner. ICIP 2012: 437-440 - [c51]Jie Lin, Ling-Yu Duan, Junsong Yuan, Qingyong Li, Siwei Luo:
Learning sparse tag patterns for social image classification. ICIP 2012: 2881-2884 - [c50]Jie Lin, Junsong Yuan, Ling-Yu Duan, Siwei Luo, Wen Gao:
Social Image Tagging by Mining Sparse Tag Patterns from Auxiliary Data. ICME 2012: 7-12 - [c49]Hui Liang, Junsong Yuan, Daniel Thalmann:
3D fingertip and palm tracking in depth image sequences. ACM Multimedia 2012: 785-788 - [c48]Gang Yu, Junsong Yuan, Zicheng Liu:
Predicting human activities using spatio-temporal structure of interest points. ACM Multimedia 2012: 1049-1052 - [c47]Yuning Jiang, Junsong Yuan, Jingjing Meng:
Rapid object search engine for contextual advertisement. ACM Multimedia 2012: 1275-1276 - [c46]Du Tran, Junsong Yuan:
Max-Margin Structured Output Regression for Spatio-Temporal Action Localization. NIPS 2012: 359-367 - [c45]Hui Liang, Junsong Yuan, Daniel Thalmann:
Hand pose estimation by combining fingertip tracking and articulated ICP. VRCAI 2012: 87-90 - [c44]Jiang Wang, Junsong Yuan, Zhuoyuan Chen, Ying Wu:
Spatial Locality-Aware Sparse Coding and Dictionary Learning. ACML 2012: 491-505 - 2011
- [j9]Fan Jiang, Junsong Yuan, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos:
Anomalous video event detection using spatiotemporal context. Comput. Vis. Image Underst. 115(3): 323-333 (2011) - [j8]Jiang Xu, Junsong Yuan, Ying Wu:
Learning spatio-temporal dependency of local patches for complex motion segmentation. Comput. Vis. Image Underst. 115(3): 334-351 (2011) - [j7]Gangqiang Zhao, Junsong Yuan, Jiang Xu, Ying Wu:
Discovering the Thematic Object in Commercial Videos. IEEE Multim. 18(3): 56-65 (2011) - [j6]Junsong Yuan, Zicheng Liu, Ying Wu:
Discriminative Video Pattern Search for Efficient Action Detection. IEEE Trans. Pattern Anal. Mach. Intell. 33(9): 1728-1743 (2011) - [j5]Ye Luo, Junsong Yuan, Ping Xue, Qi Tian:
Saliency Density Maximization for Efficient Visual Objects Discovery. IEEE Trans. Circuits Syst. Video Technol. 21(12): 1822-1834 (2011) - [j4]Gang Yu, Norberto A. Goussies, Junsong Yuan, Zicheng Liu:
Fast Action Detection via Discriminative Random Forest Voting and Top-K Subvolume Search. IEEE Trans. Multim. 13(3): 507-517 (2011) - [c43]Zhou Ren, Jingjing Meng, Junsong Yuan:
Depth camera based hand gesture recognition and its applications in Human-Computer-Interaction. ICICS 2011: 1-5 - [c42]Chaoqun Weng, Gang Hua, Junsong Yuan:
Multiple instance boosting with global smoothness regularization. ICICS 2011: 1-5 - [c41]Gang Yu, Junsong Yuan, Zicheng Liu:
Unsupervised random forest indexing for fast action search. CVPR 2011: 865-872 - [c40]Junsong Yuan, Ming Yang, Ying Wu:
Mining discriminative co-occurrence patterns for visual recognition. CVPR 2011: 2777-2784 - [c39]Du Tran, Junsong Yuan:
Optimal spatio-temporal path discovery for video event detection. CVPR 2011: 3321-3328 - [c38]Yang Cong, Junsong Yuan, Ji Liu:
Sparse reconstruction cost for abnormal event detection. CVPR 2011: 3449-3456 - [c37]Zhou Ren, Junsong Yuan, Chunyuan Li, Wenyu Liu:
Minimum near-convex decomposition for robust shape representation. ICCV 2011: 303-310 - [c36]Jianfeng Ren, Xudong Jiang, Junsong Yuan:
A fast and accurate cascade subspace face/eye detector on mobile devices. ICCV Workshops 2011: 84-91 - [c35]Hongxing Wang, Junsong Yuan, Yap-Peng Tan:
Combining Feature Context and Spatial Context for Image Pattern Discovery. ICDM 2011: 764-773 - [c34]Gangqiang Zhao, Junsong Yuan:
Discovering Thematic Patterns in Videos via Cohesive Sub-graph Mining. ICDM 2011: 1260-1265 - [c33]Yuning Jiang, Jingjing Meng, Junsong Yuan:
Grid-based local feature bundling for efficient object search and localization. ICIP 2011: 113-116 - [c32]Ye Luo, Junsong Yuan, Ping Xue, Qi Tian:
Salient region detection and its application to video retargeting. ICME 2011: 1-6 - [c31]Xinchao Wang, Zhu Li, Lei Zhang, Junsong Yuan:
Grassmann Hashing for approximate nearest neighbor search in high dimensional space. ICME 2011: 1-6 - [c30]Zhou Ren, Jingjing Meng, Junsong Yuan, Zhengyou Zhang:
Robust hand gesture recognition with kinect sensor. ACM Multimedia 2011: 759-760 - [c29]Zhou Ren, Junsong Yuan, Zhengyou Zhang:
Robust hand gesture recognition based on finger-earth mover's distance with a commodity depth camera. ACM Multimedia 2011: 1093-1096 - [c28]Gang Yu, Junsong Yuan, Zicheng Liu:
Real-time human action search using random forest based hough voting. ACM Multimedia 2011: 1149-1152 - 2010
- [j3]Junsong Yuan, Jiebo Luo, Ying Wu:
Mining Compositional Features From GPS and Visual Cues for Event Recognition in Photo Collections. IEEE Trans. Multim. 12(7): 705-716 (2010) - [c27]Ye Luo, Junsong Yuan, Ping Xue, Qi Tian:
Saliency Density Maximization for Object Detection and Localization. ACCV (3) 2010: 396-408 - [c26]Fei Yuan, Véronique Prinet, Junsong Yuan:
Middle-Level Representation for Human Activities Recognition: The Role of Spatio-Temporal Relationships. ECCV Workshops (1) 2010: 168-180 - [c25]Fan Jiang, Junsong Yuan, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos:
Video anomaly detection in spatiotemporal context. ICIP 2010: 705-708 - [c24]Jiang Xu, Junsong Yuan, Ying Wu:
Bipolar grouping. ICME 2010: 54-59 - [c23]Norberto A. Goussies, Zicheng Liu, Junsong Yuan:
Efficient search of Top-K video subvolumes for multi-instance action detection. ICME 2010: 328-333 - [c22]Gangqiang Zhao, Junsong Yuan:
Mining and cropping common objects from images. ACM Multimedia 2010: 975-978 - [c21]Jingjing Meng, Junsong Yuan, Yuning Jiang, Nitya Narasimhan, Venu Vasudevan, Ying Wu:
Interactive visual object search through mutual information maximization. ACM Multimedia 2010: 1147-1150 - [c20]Gangqiang Zhao, Ling Chen, Gencai Chen, Junsong Yuan:
KPB-SIFT: a compact local feature descriptor. ACM Multimedia 2010: 1175-1178
2000 – 2009
- 2009
- [c19]Junsong Yuan, Zicheng Liu, Ying Wu:
Discriminative subvolume search for efficient action detection. CVPR 2009: 2442-2449 - [c18]Jiang Xu, Junsong Yuan, Ying Wu:
Multimodal partial estimates fusion. ICCV 2009: 2177-2184 - [c17]Junsong Yuan, Zicheng Liu, Ying Wu, Zhengyou Zhang:
Speeding up spatio-temporal sliding-window search for efficient event detection in crowded videos. EIMM@MM 2009: 3-8 - [p1]Zhu Li, Yun Fu, Junsong Yuan, Ying Wu, Aggelos K. Katsaggelos, Thomas S. Huang:
Multimedia Data Indexing. Semantic Mining Technologies for Multimedia Databases 2009: 449-475 - [r1]Junsong Yuan:
Mining Repetitive Patterns in Multimedia Data. Encyclopedia of Data Warehousing and Mining 2009: 1287-1291 - 2008
- [j2]Junsong Yuan, Jingjing Meng, Ying Wu, Jiebo Luo:
Mining Recurring Events Through Forest Growing. IEEE Trans. Circuits Syst. Video Technol. 18(11): 1597-1607 (2008) - [j1]Yun Fu, Zhu Li, Junsong Yuan, Ying Wu, Thomas S. Huang:
Locality Versus Globality: Query-Driven Localized Linear Models for Facial Image Computing. IEEE Trans. Circuits Syst. Video Technol. 18(12): 1741-1752 (2008) - [c16]Junsong Yuan, Jiebo Luo, Ying Wu:
Mining compositional features for boosting. CVPR 2008 - [c15]Junsong Yuan, Ying Wu:
Context-aware clustering. CVPR 2008 - [c14]Jingjing Meng, Junsong Yuan, Mat Hans, Ying Wu:
Mining Motifs from Human Motion. Eurographics (Short Papers) 2008: 71-74 - [c13]Junsong Yuan, Jiebo Luo, Henry A. Kautz, Ying Wu:
Mining GPS traces and visual words for event classification. Multimedia Information Retrieval 2008: 2-9 - 2007
- [c12]Ming Yang, Junsong Yuan, Ying Wu:
Spatial selection for attentional visual tracking. CVPR 2007 - [c11]Junsong Yuan, Ying Wu, Ming Yang:
Discovery of Collocation Patterns: from Visual Words to Visual Phrases. CVPR 2007 - [c10]Junsong Yuan, Ying Wu:
Spatial Random Partition for Common Visual Pattern Discovery. ICCV 2007: 1-8 - [c9]Yun Fu, Junsong Yuan, Zhu Li, Thomas S. Huang, Ying Wu:
Query-Driven Locally Adaptive Fisher Faces and Expert-Model for Face Recognition. ICIP (1) 2007: 141-144 - [c8]Junsong Yuan, Zhu Li, Yun Fu, Ying Wu, Thomas S. Huang:
Common Spatial Pattern Discovery by Efficient Candidate Pruning. ICIP (1) 2007: 165-168 - [c7]Zhu Li, Yun Fu, Junsong Yuan, Thomas S. Huang, Ying Wu:
Query Driven Localized Linear Discriminant Models for Head Pose Estimation. ICME 2007: 1810-1813 - [c6]Junsong Yuan, Ying Wu, Ming Yang:
From frequent itemsets to semantically meaningful visual patterns. KDD 2007: 864-873 - [c5]Junsong Yuan, Wei Wang, Jingjing Meng, Ying Wu, Dongge Li:
Mining repetitive clips through finding continuous paths. ACM Multimedia 2007: 289-292 - 2004
- [c4]Junsong Yuan, Qi Tian, Surendra Ranganath:
Fast and Robust Search Method for Short Video Clips from Large Video Collection. ICPR (3) 2004: 866-869 - [c3]Junsong Yuan, Ling-Yu Duan, Qi Tian, Changsheng Xu:
Fast and robust short video clip search using an index structure. Multimedia Information Retrieval 2004: 61-68 - [c2]Ling-Yu Duan, Junsong Yuan, Qi Tian, Changsheng Xu:
Fast and robust video clip search using index structure. ACM Multimedia 2004: 756-757 - [c1]Junsong Yuan, Ling-Yu Duan, Qi Tian, Surendra Ranganath, Changsheng Xu:
Fast and Robust Short Video Clip Search for Copy Detection. PCM (2) 2004: 479-488
Coauthor Index
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