Selected Publications

Journal Papers

  • Hongyu Yang, Di Huang, Yunhong Wang, Anil K. Jain: Learning Continuous Face Age Progression: A Pyramid of GANs. IEEE Trans. Pattern Anal. Mach. Intell. 43(2): 499-515 (2021)
  • Mengshi Qi, Jie Qin, Yi Yang, Yunhong Wang, Jiebo Luo: Semantics-Aware Spatial-Temporal Binaries for Cross-Modal Video Retrieval. IEEE Trans. Image Process. 30: 2989-3004 (2021)
  • Longteng Kong, Di Huang, Jie Qin, Yunhong Wang: A Joint Framework for Athlete Tracking and Action Recognition in Sports Videos. IEEE Trans. Circuits Syst. Video Techn. 30(2): 532-548 (2020)
  • Mengshi Qi, Yunhong Wang, Jie Qin, Annan Li, Jiebo Luo, Luc Van Gool: StagNet: An Attentive Semantic RNN for Group Activity and Individual Action Recognition. IEEE Trans. Circuits Syst. Video Techn. 30(2): 549-565 (2020)
  • Bin Hou, Qingjie Liu, Heng Wang, Yunhong Wang: From W-Net to CDGAN: Bitemporal Change Detection via Deep Learning Techniques. IEEE Trans. Geoscience and Remote Sensing 58(3): 1790-1802 (2020)
  • Songtao Liu, Di Huang, Yunhong Wang: Pay Attention to Them: Deep Reinforcement Learning-Based Cascade Object Detection. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2544-2556 (2020)
  • Mengshi Qi, Yunhong Wang, Annan Li, Jiebo Luo: STC-GAN: Spatio-Temporally Coupled Generative Adversarial Networks for Predictive Scene Parsing. IEEE Trans. Image Process. 29: 5420-5430 (2020)
  • Mengshi Qi, Yunhong Wang, Annan Li, Jiebo Luo: Sports Video Captioning via Attentive Motion Representation and Group Relationship Modeling. IEEE Trans. Circuits Syst. Video Technol. 30(8): 2617-2633 (2020)
  • Guangshuai Gao, Wenting Zhao, Qingjie Liu, Yunhong Wang: Co-Saliency Detection with Co-Attention Fully Convolutional Network. IEEE Trans. Circuits Syst. Video Technol.
  • Longteng Kong, Di Huang, Yunhong Wang: Long-Term Action Dependence-Based Hierarchical Deep Association for Multi-Athlete Tracking in Sports Videos. IEEE Trans. Image Process. 29: 7957-7969 (2020)
  • Huiqun Wang, Di Huang, Kui Jia, Yunhong Wang:Hierarchical Image Segmentation Ensemble for Objectness in RGB-D Images. IEEE Trans. Circuits Syst. Video Techn. 29(1): 93-103 (2019)
  • Jia Sun, Di Huang, Yunhong Wang, Liming Chen:Expression Robust 3D Facial Landmarking via Progressive Coarse-to-Fine Tuning. TOMCCAP 15(1): 21:1-21:23 (2019)
  • Qingpeng Li, Lichao Mou, Qingjie Liu, Yunhong Wang, Xiao Xiang Zhu:HSF-Net: Multiscale Deep Feature Embedding for Ship Detection in Optical Remote Sensing Imagery. IEEE Trans. Geoscience and Remote Sensing 56(12): 7147-7161 (2018)
  • Xiaoke Zhu, Xiao-Yuan Jing, Liang Yang, Xinge You, Dan Chen, Guangwei Gao, Yunhong Wang:Semi-Supervised Cross-View Projection-Based Dictionary Learning for Video-Based Person Re-Identification. IEEE Trans. Circuits Syst. Video Techn. 28(10): 2599-2611 (2018)
  • Zhengxin Zhang, Qingjie Liu, Yunhong Wang:Road Extraction by Deep Residual U-Net. IEEE Geosci. Remote Sensing Lett. 15(5): 749-753 (2018)
  • Ying Lu, Liming Chen, Alexandre Saidi, Emmanuel Dellandréa, Yunhong Wang:Discriminative Transfer Learning Using Similarities and Dissimilarities. IEEE Trans. Neural Netw. Learning Syst. 29(7): 3097-3110 (2018)
  • Yongqiang Yao, Di Huang, Xudong Yang, Yunhong Wang, Liming Chen:Texture and Geometry Scattering Representation-Based Facial Expression Recognition in 2D+3D Videos. TOMCCAP 14(1s): 18:1-18:23 (2018)
  • Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Ruimin Hu, Xinge You, Yunhong Wang, Hui Feng, Jing-Yu Yang:Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning. IEEE Trans. Image Processing 26(3): 1363-1378 (2017)
  • Jiaxin Chen, Zhaoxiang Zhang, Yunhong Wang:Corrections to "Relevance Metric Learning for Person Re-Identification by Exploiting Listwise Similarities". IEEE Trans. Image Processing 25(1): 494 (2016)
  • Jie Qin, Li Liu, Zhaoxiang Zhang, Yunhong Wang, Ling Shao:Compressive Sequential Learning for Action Similarity Labeling. IEEE Trans. Image Processing 25(2): 756-769 (2016)
  • Hongyu Yang, Di Huang, Yunhong Wang, Heng Wang, Yuanyan Tang:Face Aging Effect Simulation Using Hidden Factor Analysis Joint Sparse Representation. IEEE Trans. Image Processing 25(6): 2493-2507 (2016)
  • Conference Papers

  • Yangtao Zheng, Di Huang, Songtao Liu, Yunhong Wang: Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation. CVPR 2020: 13763-13772
  • Mingda Wu, Di Huang, Yuanfang Guo, Yunhong Wang: Distraction-Aware Feature Learning for Human Attribute Recognition via Coarse-to-Fine Attention Mechanism. AAAI 2020: 12394-12401
  • Xuan Dong, Weixin Li, Xiaojie Wang, Yunhong Wang: Cycle-CNN for Colorization towards Real Monochrome-Color Camera Systems. AAAI 2020 10721-10728
  • Jiaxi Wu, Songtao Liu, Di Huang, Yunhong Wang: Multi-scale Positive Sample Refinement for Few-Shot Object Detection. ECCV (16) 2020: 456-472
  • Xufang Luo, Qi Meng, Di He, Wei Chen, Yunhong Wang: I4R: Promoting Deep Reinforcement Learning by the Indicator for Expressive Representations. IJCAI 2020: 2669-2675
  • Mengshi Qi, Jie Qin, Xiantong Zhen, Di Huang, Yi Yang, Jiebo Luo: Few-Shot Ensemble Learning for Video Classification with SlowFast Memory Networks. ACM Multimedia 2020: 3007-3015
  • Mengshi Qi, Weijian Li, Zhengyuan Yang, Yunhong Wang, Jiebo Luo:Attentive Relational Networks for Mapping Images to Scene Graphs. CVPR 2019: 3957-3966
  • Mengshi Qi, Yunhong Wang, Jie Qin, Annan Li:KE-GAN: Knowledge Embedded Generative Adversarial Networks for Semi-Supervised Scene Parsing. CVPR 2019: 5237-5246
  • Guodong Mu, Di Huang, Guosheng Hu, Jia Sun, Yunhong Wang: Led3D: A Lightweight and Efficient Deep Approach to Recognizing Low-Quality 3D Faces. CVPR 2019: 5773-5782
  • Songtao Liu, Di Huang, Yunhong Wang:Adaptive NMS: Refining Pedestrian Detection in a Crowd. CVPR 2019: 6459-6468
  • Meijuan Jia, Hongyu Yang, Di Huang, Yunhong Wang:Attacking Gait Recognition Systems via Silhouette Guided GANs. ACM Multimedia 2019: 638-646
  • Lian Gao, Di Huang, Yuanfang Guo, Yunhong Wang:Pedestrian Attribute Recognition via Hierarchical Multi-task Learning and Relationship Attention. ACM Multimedia 2019: 1340-1348
  • Xuan Dong, Weixin Li, Xiaojie Wang, Yunhong Wang:Learning a Deep Convolutional Network for Colorization in Monochrome-Color Dual-Lens System. AAAI 2019: 8255-8262
  • Zheng Liu, Jie Qin, Annan Li, Yunhong Wang, Luc Van Gool:Adversarial Binary Coding for Efficient Person Re-Identification. ICME 2019: 700-705
  • Hongyu Yang, Di Huang, Yunhong Wang, Anil K. Jain:Learning Face Age Progression: A Pyramid Architecture of GANs. CVPR 2018: 31-39
  • Mengshi Qi, Jie Qin, Annan Li, Yunhong Wang, Jiebo Luo, Luc Van Gool:stagNet: An Attentive Semantic RNN for Group Activity Recognition. ECCV (10) 2018: 104-120
  • Songtao Liu, Di Huang, Yunhong Wang:Receptive Field Block Net for Accurate and Fast Object Detection. ECCV (11) 2018: 404-419
  • Zhixing Chen, Di Huang, Yunhong Wang, Liming Chen:Fast and Light Manifold CNN based 3D Facial Expression Recognition across Pose Variations. ACM Multimedia 2018: 229-238
  • Xufang Luo, Zijia Lin, Yunhong Wang, Zaiqing Nie:CoChat: Enabling Bot and Human Collaboration for Task Completion. AAAI 2018
  • Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Yunhong Wang, Wangmeng Zuo, Wei-Shi Zheng, Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image. AAAI 2017
  • Mengshi Qi, Yunhong Wang, Annan Li, Online Cross-Modal Scene Retrieval by Binary Representation and Semantic Graph. ACM Multimedia 2017
  • Jie Qin, Li Liu, Ling Shao, Bingbing Ni, Chen Chen, Fumin Shen and Yunhong Wang,Binary Coding for Partial Action Analysis with Limited Observation Ratios,IEEE Conference on Computer Vision and Pattern Recognition CVPR 2017
  • Jie Qin, Li Liu, Ling Shao, Fumin Shen, Bingbing Ni, Jiaxin Chen and Yunhong Wang,Zero-Shot Action Recognition via Error-Correcting Output Codes,IEEE Conference on Computer Vision and Pattern Recognition CVPR 2017
  • Jiaxin Chen, Yunhong Wang, Jie Qin, Li Liu and Ling Shao,Fast Person Re-identification via Cross-camera Semantic Binary Transformation,IEEE Conference on Computer Vision and Pattern Recognition CVPR 2017