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期刊论文

  1. Zhandong Liu, Wengang Zhou, and Houqiang Li, “MFECN: Multi-level Feature Enhanced Cumulative Network for Scene Text Detection,” Accepted to ACM Transactions on Multimedia Computing Communications and Applications (TOMM), November 2020.

  2. Hezhen Hu, Wengang Zhou, Junfu Pu, and Houqiang Li, “Global-local Enhancement Network for NMFs-aware Sign Language Recognition,” Accepted to ACM Transactions on Multimedia Computing Communications and Applications (TOMM), November 2020.

  3. Yifan Zhang, Wengang Zhou, Min Wang, Qi Tian, and Houqiang Li, “Deep Relation Embedding for Cross-Modal Retrieval,” Accepted to IEEE Transactions on Image Processing (TIP), October 2020.

  4. Jianbo Ouyang, Wengang Zhou, Min Wang, Qi Tian, and Houqiang Li, “Collaborative Image Relevance Learning for Visual Re-ranking,” Accepted to IEEE Transactions on Multimedia (TMM), September 2020.

  5. Hezhen Hu, Wengang Zhou, Xingze Li, Ning Yan, and Houqiang Li, “MV2Flow: Learning Motion Representation for Fast Compressed Video Action Recognition,” Accepted to ACM Transactions on Multimedia Computing Communications and Applications (TOMM), July 2020.

  6. Ning Wang, Wengang Zhou, Qi Tian, and Houqiang Li, “Cascaded Regression Tracking: Towards Online Hard Distractor Discrimination,” Accepted to IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), June 2020.

  7. Yiding Liu, Siyu Yang, Bin Li, Wengang Zhou, Jizheng Xu, Houqiang Li, and Yan Lu, “Affinity Derivation for Accurate Instance Segmentation,” Accepted to ACM Transactions on Multimedia Computing Communications and Applications (TOMM), June 2020.

  8. Ning Wang, Wengang Zhou, Yibing Song, Chao Ma, Wei Liu, and Houqiang Li, “Unsupervised Deep Representation Learning for Real-Time Tracking,” Accepted to International Journal of Computer Vision (IJCV), May 2020.

  9. Chengcheng Wei, Jian Zhao, Wengang Zhou, and Houqiang Li, “Semantic Boundary Detection with Reinforcement Learning for Continuous Sign Language Recognition,” Accepted to IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), May 2020.

  10. Ning Wang, Wengang Zhou, Yibing Song, Chao Ma, and Houqiang Li, “Real-Time Correlation Tracking via Joint Model Compression and Transfer,” Accepted to IEEE Transactions on Image Processing (TIP), April 2020.

  11. Zhengguang Zhou, Wengang Zhou, Xutao Lv, Xuan Huang, Xiaoyu Wang, and Houqiang Li, “Progressive Learning of Low-Precision Networks for Image Classification,” Accepted to IEEE Transactions on Multimedia (TMM), April 2020.

  12. Jiajun Deng, Yingwei Pan, Ting Yao, Wengang Zhou, Houqiang Li, and Tao Mei, “Single Shot Video Object Detector,” Accepted to IEEE Transactions on Multimedia (TMM), April 2020.

  13. Qiaokang Xie, Wengang Zhou, Guojun Qi, Qi Tian, and Houqiang Li, “Progressive Unsupervised Person Re-identification by Tracklet Association with Spatio-Temporal Regularization,” Accepted to IEEE Transactions on Multimedia (TMM), March 2020.

  14. Feng Lin, Bin Li, Wengang Zhou, Houqiang Li, and Yan Lv, “Single Stage Instance Segmentation,” Accepted to ACM Transactions on Multimedia Computing Communications and Applications (TOMM), March 2020.

  15. Zhandong Liu, Wengang Zhou, and Houqiang Li, “AB-LSTM: Attention-Based Bidirectional LSTM Model for Scene Text Detection,” ACM Transactions on Multimedia Computing Communications and Applications (TOMM), vol. 15, no. 4, pp. 1-23, 2020.

  16. Min Wang, Wengang Zhou, Qi Tian, and Houqiang Li, “Neighborhood Pyramid Preserving Hashing,” Accepted to IEEE Transactions on Multimedia (TMM), September 2019.

  17. Dan Guo, Wengang Zhou, Anyang Li, Houqiang Li, and Meng Wang, “Hierarchical Recurrent DeepFusion using Adaptive Clip Summarization for Sign Language Translation,” IEEE Transactions on Image Processing (TIP), vol. 29, pp. 1575-1590, 2019.

  18. Min Wang, Wengang Zhou, Qi Tian, and Houqiang Li, “Deep Scalable Supervised Quantization by Self-Organizing Map,” ACM Transactions on Multimedia Computing Communications and Applications (TOMM), vol. 15, no. 3, pp. 1-18, 2019.

  19. Jianglei Huang, Wengang Zhou, and Houqiang Li, “Exploiting weak mask representation with convolutional neural networks for accurate object tracking,” Multimedia Tools and Applications (MTA), vol. 78, no. 15, pp. 20961-20985, 2019.

  20. Zhandong Liu, Wengang Zhou, and Houqiang Li, “Scene Text Detection with Fully Convolutional Neural Networks,” Multimedia Tools and Applications (MTA), vol. 78, no. 13, pp. 18205-18227, 2019.

  21. Kai Zhang, Wengang Zhou, Shaoyan Sun, and Bin Li, “Multiple Complementary Inverted Indexing Based on Multiple Metrics,” Multimedia Tools and Applications (MTA), vol. 78, no. 6, pp. 7727-7747, 2019.

  22. Chao Xie, Ning Wang, Wengang Zhou, Weiping Li, and Houqiang Li, “Multi-Tracker Fusion via Adaptive Outlier Detection,” Multimedia Tools and Applications (MTA), vol. 78, no. 2, pp. 2227-2250, 2019.

  23. Ning Wang, Wengang Zhou, and Houqiang Li, “Reliable Re-detection for Long-Term Tracking,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 29, no. 3, pp. 730-743, 2019.

  24. Jie Huang, Wengang Zhou, Houqiang Li, and Weiping Li, “Attention based 3D-CNNs for Large-Vocabulary Sign Language Recognition,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 29, no. 9, pp. 2822-2832, 2018.

  25. Shaoyan Sun, Wengang Zhou, Qi Tian, Ming Yang, and Houqiang Li, “Assessing Image Retrieval Quality at the First Glance,” IEEE Transactions on Image Processing (TIP), vol. 27, no. 12, pp. 6124-6134, 2018.

  26. Yue Lv, Wengang Zhou, Qi Tian, Shaoyan Sun, and Houqiang Li, “Retrieval Oriented Deep Feature Learning with Complementary Supervision Mining,” IEEE Transactions on Image Processing (TIP), vol. 27, no. 10, pp. 4945-4957, 2018.

  27. Min Wang, Wengang Zhou, Qi Tian, and Houqiang Li, “A General Framework for Linear Distance Preserving Hashing,” IEEE Transactions on Image Processing (TIP), vol. 27, no. 2, pp. 907-922, 2018.

  28. Wengang Zhou, Houqiang Li, Jian Sun, and Qi Tian, “Collaborative Index Embedding for Image Retrieval,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 40, no. 5, pp. 1154-1166, 2018.

  29. Dan Guo, Wengang Zhou, Houqiang Li, and Meng Wang, “Online Early-Late Fusion Based on Adaptive HMM for Sign Language Recognition,” ACM Transactions on Multimedia Computing Communications and Applications (TOMM), vol. 14, no. 1, Article 8, Dec. 2017.

  30. Shaoyan Sun, Ying Li, Wengang Zhou, Qi Tian, and Houqiang Li, “Local Residual Similarity for Image Re-ranking,” Information Sciences, vol. 417, pp. 143-153, 2017.

  31. Xiaopeng Zhang, Hongkai Xiong, Wengang Zhou, Weiyao Lin, and Qi Tian, “Picking Neural Activations for Fine-grained Localization and Description,” IEEE Transactions on Multimedia (TMM), vol. 19, no. 12, pp. 2736-2750, 2017.

  32. Qingbo Lu, Wengang Zhou, and Houqiang Li, “Similar Reference Image Quality Assessment: A New Database and A Trial with Local Feature Matching,” Sensing and Imaging, vol. 17, no. 1, pp. 1-20, November 2016.

  33. Qingbo Lu, Wengang Zhou, and Houqiang Li, “A No-Reference Image Sharpness Metric Based on Structural Information Using Sparse Representation,” Information Sciences, vol. 369, pp. 334-346, 2016.

  34. Zhanning Gao, Jianru Xue, Wengang Zhou, Shanmin Pang, and Qi Tian, “Democratic Diffusion Aggregation for Image Retrieval,” IEEE Transactions on Multimedia (TMM), vol. 18, no. 8, pp. 1661-1674, Aug. 2016.

  35. Qingbo Lu, Wengang Zhou, Lu Fang, and Houqiang Li, “Robust Blur Kernel Estimation for License Plate Images from Fast Moving Vehicles,” IEEE Transactions on Image Processing (TIP), vol. 25, no. 5, pp. 2311-2323, Feb. 2016.

  36. Xiaopeng Zhang, Hongkai Xiong, Wengang Zhou, and Qi Tian, “Fused One-vs-All Features with Semantic Alignments for Fine-Grained Visual Categorization,” IEEE Transactions on Image Processing (TIP), vol. 25, no. 2, pp. 878-892, 2016.

  37. Xingyang Cai, Wengang Zhou, Lei Wu, Jiebo Luo, and Houqiang Li, “Effective Active Skeleton Representation for Low Latency Human Action Recognition,” IEEE Transactions on Multimedia (TMM), vol. 18, no. 2, pp. 141-154, 2016.

  38. Wengang Zhou, Ming Yang, Xiaoyu Wang, Houqiang Li, Yuanqing Lin, and Qi Tian, “Scalable Feature Matching by Dual Cascaded Scalar Quantization for Image Retrieval,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 38, no. 1, pp. 159-171, 2016.

  39. Zhen Liu, Houqiang Li, Wengang Zhou, and Qi Tian, “Uniforming residual vector distribution for distinctive image representation,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 26, no. 2, pp. 375-384, 2016.

  40. Shaoyan Sun, Wengang Zhou, Houqiang Li, and Qi Tian, “Scalable Object Retrieval with Compact Image Representation from Generic Object Regions,” ACM Transactions on Multimedia Computing Communications and Applications (TOMM), vol. 12, no. 29, 2016.

  41. Lingxi Xie, Qi Tian, Wengang Zhou, and Bo Zhang, “Heterogeneous Graph Propagation for Large-Scale Web Image Search,” IEEE Transactions on Image Processing (TIP), vol. 24, no. 1, pp. 4287-4298, 2015.

  42. Wengang Zhou, Houqiang Li, Richang Hong, Yijuan Lu, and Qi Tian, “BSIFT: towards Data-Independent Codebook for Large Scale Image Search,” IEEE Transactions on Image Processing (TIP), vol. 24, no. 3, pp. 967-979, 2015.

  43. Zhen Liu, Houqiang Li, Wengang Zhou, and Qi Tian, “Uniting Keypoints: Local Visual Information Fusion for Large Scale Image Search,” IEEE Transactions on Multimedia (TMM), vol. 17, no. 4, pp. 538-548, 2015.

  44. Wengang Zhou, Houqiang Li, Yijuan Lu, and Qi Tian, “Visual Word Expansion and BSIFT Verification for Large Scale Image Search,” Multimedia System Journal (MMSJ), vol. 21, no. 3, pp. 245-254, 2015.

  45. Wengang Zhou, Houqiang Li, and Qi Tian, “Multimedia content-based visual retrieval,” Pages 383-416, Chapter 12, Volume 5, Academic Press Library in Signal Processing: Image and Video Compression and Multimedia, Elsevier, June, 2014. (Book Chapter)
  46. Zhen Liu, Houqiang Li, Liyan Zhang, Wengang Zhou, and Qi Tian, "Cross-Indexing of Binary SIFT Codes for Large-Scale Image Search,” IEEE Transactions on Image Processing (TIP), vol. 23, no. 5, pp. 2047-2057, 2014.

  47. Wengang Zhou, Ming Yang, Houqiang Li, Xiaoyu Wang, Yuanqing Lin, and Qi Tian, “Towards Codebook-free: Scalable Cascaded Hashing for Mobile Image Search,” IEEE Transactions on Multimedia (TMM), vol. 16, no. 3, pp. 601-611, 2014.

  48. Zhen Liu, Houqiang Li, Wengang Zhou, Ruizhen Zhao, and Qi Tian, “Contextual Hashing for Large-scale Image Search,” IEEE Transactions on Image Processing (TIP), vol. 23, no. 4, pp. 1606-1614, 2014.

  49. Wengang Zhou, Houqiang Li, Yijuan Lu, and Qi Tian, “Encoding Spatial Context for Large Scale Partial-Duplicate Web Image Retrieval,” Journal of Computer Science and Technology (JCST), vol. 29, no. 5, pp. 837-848, 2014.

  50. Lingxi Xie, Qi Tian, Wengang Zhou, and Bo Zhang, “Fast and Accurate Near-duplicate Image Search with Affinity Propagation on the ImageWeb,” Journal of Computer Vision and Image Understanding (CVIU), vol. 124, pp. 31-41, 2014.

  51. Wengang Zhou, Houqiang Li, Yijuan Lu, and Qi Tian, “SIFT Match Verification by Geometric Coding for Large-scale Partial-Duplicate Web Image Search,” ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), vol. 9, no. 1, article 4, February, 2013.

  52. Wengang Zhou, Houqiang Li, Yijuan Lu, and Qi Tian, “Principal Visual Word Discovery for Automatic License Plate Detection,” IEEE Transactions on Image Processing (TIP), vol. 21, no. 6, pp. 4269-4279, 2012.

  53. Qi Tian, Shiliang Zhang, Wengang Zhou, Rongrong Ji, et al. “Building Descriptive and Discriminative Visual Codebook for Large-scale Image Applications,” International Journal of Multimedia Tools and Applications, vol. 51, no. 2, pp.441-477, 2011.

  54. Shiliang Zhang, Qi Tian, Gang Hua,Wengang Zhou,Qingming Huang,Houqiang Li,and Wen Gao, “Modeling spatial and semantic cues for large-scale near-duplicated image retrieval,” Journal of Computer Vision and Image Understanding, vol. 115, no. 3, pp. 403-414, 2011.

  55. Wengang Zhou, Q Tian, Yijuan Lu, and Houqiang Li, “Latent visual context learning for web image applications,” Pattern Recognition, vol. 44, no. 10-11, pp.2263-2273 2011.

  56. Kaihua Zhang, Lei Zhang, Huihui Song, and Wengang Zhou, “Active contours with selective local or global segmentation: A new formulation and level set method,” Image Vision Computing, vol. 28, no. 4, pp. 668-676, 2010.

  57. Kaihua Zhang, S. Xu, Wengang Zhou, and Bo Liu, “Active contours based on image Laplacian fitting energy,” Chinese of Journal Electronics (English version), vol. 18, no. 2, pp. 281-284, 2009.

  58. Wengang Zhou, Houqiang Li,and Xiaobo Zhou, “3D neuron dendritic spine detection and dendrite reconstruction,” International Journal of Computer Aided Engineering and Technology, vol. 1, no. 4, pp. 516-531, 2009.

  59. Kaihua Zhang, Wengang Zhou, Zhen Zhang, and Xiaojuan Zheng, “Improved CV active contour model,” Opto-Electronic Engineering, vol. 35, no. 12, 2008.

会议论文

  1. Junfu Pu, Wengang Zhou, Hezhen Hu, and Houqiang Li, “Boosting Continuous Sign Language Recognition via Cross Modality Augmentation,” Accepted to ACM International Conference on Multimedia (MM), 2020.

  2. Yiheng Liu, Wengang Zhou, Mao Xi, Sanjing Shen, and Houqiang Li, “Vision Meets Wireless Positioning: Effective Person Re-identification with Recurrent Context Propagation,” Accepted to ACM International Conference on Multimedia (MM), 2020.

  3. Lin Liu, Jianzhuang Liu, Shanxin Yuan, Gregory Slabaugh, Ales Leonardis, Wengang Zhou, Qi Tian, “Wavelet-Based Dual-Branch Network for Image Demoireing,” Accepted to European Conference on Computer Vision (ECCV), 2020.

  4. Jian Zhao, Wengang Zhou, Tianyu Zhao, Yun Zhou, and Houqiang Li, “State Representation Learning for Effective Deep Reinforcement Learning,” IEEE International Conference on Multimedia Expo (ICME), Oral Paper, 2020.

  5. Hantao Zhang, Wengang Zhou, and Houqiang Li, “Contextual Adversarial Attacks for Object Detection,” IEEE International Conference on Multimedia Expo (ICME), 2020.

  6. Jiayu Wang, Wengang Zhou, Guojun Qi, Qi Tian, and Houqiang Li, “Transformation GAN for Unsupervised Image Synthesis and Representation Learning,” IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

  7. Jinhua Zhu, Yingce Xia, Lijun Wu, Di He, Tao Qin, Wengang Zhou, Houqiang Li, Tieyan Liu, “Incorporating BERT into Neural Machine Translation,” International Conference on Learning Representation (ICLR), 2020.

  8. Hao Zhou, Wengang Zhou, Yun Zhou, and Houqiang Li, “Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition,” AAAI Conference on Artificial Intelligence (AAAI), Oral Paper, 2020.

  9. Ning Wang, Wengang Zhou, Guo-Jun Qi, and Houqiang Li, “POST: POlicy-based Switch Tracking,” AAAI Conference on Artificial Intelligence (AAAI), 2020.

  10. Xingze Li, Wengang Zhou, Yun Zhou, and Houqiang Li, “Relation-Guided Spatial Attention and Temporal Refinement for Video-based Person Re-Identification,” AAAI Conference on Artificial Intelligence (AAAI), 2020.

  11. Peiquan Sun, Wengang Zhou, and Houqiang Li, “Attentive Experience Replay,” AAAI Conference on Artificial Intelligence (AAAI), 2020.

  12. Chengcheng Wei, Wengang Zhou, Junfu Pu, and Houqiang Li, “Deep Grammatical Multi-classifier for Continuous Sign Language Recognition,” IEEE International Conference on Multimedia Big Data (BigMM), 2019.

  13. Jiajun Deng, Yingwei Pan, Wengang Zhou, Ting Yao, Houqiang Li, and Tao Mei, “Relation Distillation Networks for Video Object Detection,” IEEE International Conference on Computer Vision (ICCV), 2019.

  14. Zhihao Zhang, Junfu Pu, Liansheng Zhuang, Wengang Zhou, Houqiang Li, “Continuous Sign Language Recognition via Reinforcement Learning,” IEEE International Conference on Image Processing (ICIP), 2019. (Best Student Paper Finalists)

  15. Zhihao Zhang, Liansheng Zhuang, Wengang Zhou, and Houqiang Li, “Dynamic Cascaded Regression Network with Reinforcement Learning for Robust Face Alignment,” IEEE International Conference on Multimedia Expo (ICME), Oral Paper, 2019.

  16. Hao Zhou, Wengang Zhou, and Houqiang Li, “Dynamic Pseudo Label Decoding for Continuous Sign Language Recognition,” IEEE International Conference on Multimedia Expo (ICME), 2019.

  17. Qianqian Wang, Liansheng Zhuang, Ning Wang, Wengang Zhou, and Houqiang Li, “Learning Motion-aware Policies for Robust Visual Tracking,” IEEE International Conference on Multimedia Expo (ICME), 2019.

  18. Lei Jiang, Wengang Zhou, and Houqiang Li, “Knowledge Distillation with Category-aware Attention and Discriminant Logit Losses,” IEEE International Conference on Multimedia Expo (ICME), 2019.

  19. Junfu Pu, Wengang Zhou, and Houqiang Li, “Iterative Alignment Network for Continuous Sign Language Recognition,” IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

  20. Ning Wang, Yibing Song, Chao Ma, Wengang Zhou, Wei Liu, and Houqiang Li, “Unsupervised Deep Tracking,” IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

  21. Jianglei Huang and Wengang Zhou, “Re2EMA: Regularized and Reinitialized Exponential Moving Average for Target Model Update in Object Tracking,” AAAI Conference on Artificial Intelligence (AAAI), 2019.

  22. Yiheng Liu, Zhenxun Yuan, Wengang Zhou, and Houqiang Li, “Spatial and Temporal Mutual Promotion for Video-based Person Re-identification,” AAAI Conference on Artificial Intelligence (AAAI), 2019.

  23. Yunfeng Wang, Wengang Zhou, Qilin Zhang, and Houqiang Li, “Convolutional Neural Networks with Generalized Attentional Pooling for Action Recognition,” IEEE International Conference on Visual Communications and Image Processing (VCIP), Oral Paper, August 2018.

  24. Yiheng Liu, Chao Xie, Wengang Zhou, and Houqiang Li, “Effective Similarity Measurement for Video-based Person Re-identification,” IEEE International Conference on Visual Communications and Image Processing (VCIP), August 2018.

  25. Chao Xie, Ning Wang, Wengang Zhou, Weiping Li, and Houqiang Li, “Residual Compression Network for Faster Correlation Tracking,” Pacific-Rim Conference on Multimedia (PCM), July 2018.

  26. Yifan Zhang, Wengang Zhou, and Houqiang Li, “Retrieval across Optical and SAR Images with Deep Neural Network,” Pacific-Rim Conference on Multimedia (PCM), July 2018.

  27. Yiding Liu, Siyu Yang, Bin Li, Wengang Zhou, Ji-Zeng Xu, Houqiang Li, and Yan Lu, “Affinity Derivation and Graph Merge for Instance Segmentation,” European Conference on Computer Vision (ECCV), July 2018.

  28. Yuanqiang Fang, Wengang Zhou, Yijuan Lu, Jinhui Tang, Qi Tian, and Houqiang Li, “Cascaded Feature Augmentation with Diffusion for Image Retrieval,” ACM International Conference on Multimedia (MM), Oral Paper, July 2018.

  29. Jiayu Wang, Wengang Zhou, Jinhui Tang, Zhongqian Fu, Qi Tian, and Houqiang Li, “Unregularized Auto-Encoder with Generative Adversarial Networks for Image Generation,” ACM International Conference on Multimedia (MM), Poster Paper, July 2018.

  30. Xusong Chen, Dong Liu, Zheng-Jun Zha, Wengang Zhou, and Zhiwei Xiong, “Temporal Hierarchical Attention at Category- and Item-Level for Micro-Video Click-Through Prediction,” ACM International Conference on Multimedia (MM), Poster Paper, July 2018.

  31. Shuo Wang, Dan Guo, Wengang Zhou, Zheng-Jun Zha, and Meng Wang, “Connectionist Temporal Fusion for Sign Language Translation,” ACM International Conference on Multimedia (MM), Poster Paper, July 2018.

  32. Zhihua Huang, Wengang Zhou, and Houqiang Li, “Cascaded Deep Convolutional Neural Network for Robust Face Alignment,” IEEE International Conference on Image Processing (ICIP), May 2018.

  33. Zhengguang Zhou, Wengang Zhou, Richang Hong, and Houqiang Li, “Online Filter Clustering and Pruning for Efficient ConvNets,” IEEE International Conference on Image Processing (ICIP), May 2018.

  34. Feng Lin, Wengang Zhou, Richang Hong, and Houqiang Li, “Facial Expression Recognition with Data Augmentation and Compact Feature Learning,” IEEE International Conference on Image Processing (ICIP), May 2018.

  35. Xiaotian Zhu, Wengang Zhou, and Houqiang Li, “Improving Deep Neural Network Sparsity through Decorrelation Regularization,” International Joint Conference on Artificial Intelligence (IJCAI), April 2018.

  36. Junfu Pu, Wengang Zhou, and Houqiang Li, “Dilated Convolutional Network with Iterative Optimization for Continuous Sign Language Recognition,” International Joint Conference on Artificial Intelligence (IJCAI), April 2018.

  37. Yunfeng Wang, Wengang Zhou, Qilin Zhang, and Houqiang Li, “Weighted Multi-Region Convolutional Neural Network for Action Recognition with Low-Latency Online Prediction,” the Emerging Multimedia Systems and Applications Workshop at IEEE International Conference on Multimedia Expo (ICMEW), March 2018.

  38. Yunfeng Wang, Wengang Zhou, Qilin Zhang, and Houqiang Li, “Enhanced Action Recognition with Visual Attribute-augmented 3D Convolutional Neural Network,” IEEE International Conference on Multimedia Expo Workshop(ICMEW), March 2018.

  39. Ning Wang, Wengang Zhou, and Houqiang Li, “Robust Object Tracking via Part-Based Correlation Particle Filter,” IEEE International Conference on Multimedia Expo (ICME), Oral Paper, March 2018.

  40. Xiaotian Zhu, Wengang Zhou, and Houqiang Li, “Adaptive Layerwise Quantization for Deep Neural Network Compression,” IEEE International Conference on Multimedia Expo (ICME), Oral Paper, March 2018.

  41. Zhengguang Zhou, Wengang Zhou, Richang Hong, and Houqiang Li, “Online Filter Weakening and Pruning for Efficient Converts,” IEEE International Conference on Multimedia Expo (ICME), Oral Paper, March 2018.

  42. Yilin He, Wengang Zhou, and Houqiang Li, “Major-Subordinate-Task Learning for Image Orientation Estimation,” IEEE International Conference on Multimedia Expo (ICME), March 2018.

  43. Ning Wang, Wengang Zhou, Qi Tian, Richang Hong, Meng Wang, and Houqiang Li, “Multi-Cue Correlation Filters for Robust Visual Tracking,” IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Feb. 2018.

  44. Jie Huang, Wengang Zhou, Qilin Zhang, Houqiang Li and Weiping Li, “Video-based Sign Language Recognition without Temporal Segmentation,” AAAI Conference on Artificial Intelligence (AAAI), 2018.

  45. Dan Guo, Wengang Zhou, Meng Wang, and Houqiang Li, “Hierarchical LSTM for Sign Language Translation,” AAAI Conference on Artificial Intelligence (AAAI), 2018.

  46. Yue Lv, Wengang Zhou, Qi Tian, and Houqiang Li, “Scalable Bag of Selected Deep Features for Visual Instance Retrieval,” International Conference on Multimedia Modeling (MMM), 2018.

  47. Jie Sun, Wengang Zhou, and Houqiang Li, “Orientation Estimation Network,” International Conference on Image and Graphics (ICIG), Oral Paper, July 2017.

  48. Min Wang, Wengang Zhou, Qi Tian, Junfu Pu, and Houqiang Li, “Deep Supervised Quantization by Self-Organized Map,” ACM International Conference on Multimedia (MM), Long Paper, 2017.

  49. Yiding Liu, Wengang Zhou, and Houqiang Li, “Quasi Rate Distoration Optimization for Binary Hashing,” International Conference on Image Processing (ICIP), 2017.

  50. Xinchun Qian, Wengang Zhou, and Houqiang Li, “No-Reference Image Quality ssessment based on Internal Generative Mechanism,” International Conference on Multimedia Modelling (MMM), pp. 264-276, 2017.

  51. Tianqi Zheng, Chao Xie, Wengang Zhou, and Houqiang Li, “Compressive Tracking with Adaptive Color Feature Selection and Foreground Modeling,” IEEE International Conference on Visual Communications and Image Processing (VCIP), pp. 1-4, 2016.

  52. Xuya Wang, Wengang Zhou, Qi Tian, and Houqiang Li, “Adaptively Weighted Graph Fusion for Image Retrieval,” ACM International Conference on Internet Multimedia Computing and Service (ICIMCS), pp. 18-21, 2016.

  53. Tianqi Zheng, Chao Xie, Wengang Zhou, and Houqiang Li, “Improve Visual Tracking by End-to-end Multi-Tracker Selection,” ACM International Conference on Internet Multimedia Computing and Service (ICIMCS), pp. 242-245, 2016.

  54. Min Wang, Wengang Zhou, Qi Tian, and Houqiang Li, “Sparse Matrix based Hashing for Approximate Nearest Neighbor Search,” Pacific-Rim Conference on Multimedia (PCM), pp. 559-568, June 2016.

  55. Junfu Pu, Wengang Zhou, and Houqiang Li, "Sign Language Recognition with Multi-modal Features," Pacific-Rim Conference on Multimedia (PCM), 252-261, June 2016.

  56. Min Wang, Wengang Zhou, Qi Tian, Zheng-jun Zha, and Houqiang Li, "Linear Distance Preserving Pseudo-Supervised and Unsupervised Hashing," ACM International Conference on Multimedia (MM), pp. 1257-1266, long paper, 1257-1266, 2016.

  57. Tao Liu, Wengang Zhou, and Houqiang Li, "Sign Language Recognition with Long Short Term Memory," IEEE International Conference on Image Processing (ICIP), pp. 2871-2875, 2016.

  58. Dan Guo, Wengang Zhou, Meng Wang, and Houqiang Li, "Sign Language Recognition based on Adaptive HMMs with Data Augmentation," IEEE International Conference on Image Processing (ICIP), pp. 2876-2880, 2016.

  59. Jihai Zhang, Wengang Zhou, Chao Xie, Junfu Pu, and Houqiang Li, "Chinese Sign Language Recognition with Adaptive HMM," IEEE International Conference on Multimedia and Expo (ICME), pp. 1-6, 2016.

  60. Xiaopeng Zhang, Hongkai Xiong, Wengang Zhou, Weiyao Lin, and Qi Tian, "Picking Deep Filter Responses for Fine-grained Image Recognition," IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1134-1142, 2016.

  61. Junfu Pu, Wengang Zhou, Jihai Zhang, and Houqiang Li, "Sign Language Recognition Based on Trajectory Modeling with HMMs," International Conference on Multimedia Modelling (MMM), pp. 686-697, 2016.

  62. Chao Xie, Wengang Zhou, and Houqiang Li, "Breath Motion State Estimation on 4D CT Rib Cage Images," International Conference on Multimedia Modelling (MMM), pp. 818-828, 2016.

  63. Xingyang Cai, Wengang Zhou, and Houqiang Li, "Attribute Mining for Scalable 3D Human Action Recognition," ACM International Conference on Multimedia (MM), 1075-1078, 2015.

  64. Wengang Zhou, Houqiang Li, and Qi Tian, "Scalable local feature matching without visual codebook training," ACM International Conference on Internet Multimedia Computing and Service (ICIMCS), 2015.

  65. Xu Xie, Wengang Zhou, Houqiang Li, and Qi Tian, "Rank-aware Graph Fusion with Contextual Dissimilarity Measurement for Image Retrieval," IEEE International Conference on Image Processing (ICIP), 2015.

  66. Jie Huang, Wengang Zhou, Houqiang Li, and Weiping Li, "Sign Language Recognition using Real-Sense," IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), 2015.

  67. Jihang Zhang, Wengang Zhou, and Houqiang Li, "A New System forChinese Sign Language Recognition," IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), 2015.

  68. Zhanning Gao, Jianru Xue, Wengang Zhou, Shanmin Pang, and Qi Tian, "Fast Democratic Aggregation and Query Fusion for Image Search," IEEE International Conference on Multimedia Retrieval (ICMR), 2015.

  69. Jie Huang, Wengang Zhou, Houqiang Li, and Weiping Li, "Sign language recognition using 3D convolutional neural networks," IEEE International Conference on Multimedia and Expo (ICME), 2015.

  70. Peng Zhang, Wengang Zhou, Lei Wu, and Houqiang Li, "SOM: Semantic Obviousness Metric for Image Quality Assessment," IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2015.

  71. Xingyang Cai, Wengang Zhou, and Houqiang Li, "An effective representation for action recognition with human skeleton joints," SPIE/COS Photonics Asia. International Society for Optics and Photonics, 2014.

  72. Xiaopeng Zhang, Hongkai Xiong, Wengang Zhou, and Qi Tian, "Fused one-vs-all mid-level features for fine-grained visual categorization," In Proceedings of the ACM International Conference on Multimedia (MM), pp. 287-296, Full Paper, 2014.

  73. Shaoyan Sun, Wengang Zhou, Houqiang Li, and Qi Tian, "Search by Detection: Object-Level Feature for Image Retrieval," In Proceedings of International Conference on Internet Multimedia Computing and Service, pp. 46-49, 2014.

  74. Jihai Zhang, Wengang Zhou, and Houqiang Li, "A Threshold-based HMM-DTW Approach for Continuous Sign Language Recognition," In Proceedings of International Conference on Internet Multimedia Computing and Service, 2014.

  75. Jing Wen, Wengang Zhou, Richang Hong, Meng Wang, and Qi Tian, "Evaluation on the Impact of Image Quality on Image Retrieval," In Proceedings of International Conference on Internet Multimedia Computing and Service, 2014.

  76. Liang Zheng, Shengjin Wang, Wengang Zhou, and Qi Tian, “Bayes Merging of Multiple Vocabularies for Scalable Image Retrieval,” IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2014.

  77. Junhua Mao, Houqiang Li, Wengang Zhou, Shuicheng Yan, and Qi Tian, “Scale-based region growing for scene text detection,” The 21st ACM International Conference on Multimedia (MM"13), Full Paper, Acceptance Rate: 20%, Barcelona, Spain, October 21-25, 2013.

  78. Wengang Zhou, Houqiang Li, M. Wang, Yijuan Lu and Qi Tian, “Binary SIFT: towards efficient feature matching verification for image search,” Best Paper Award, the 4th ACM International Conference on Internet Multimedia Computing and Service (ICIMCS 2012), Wuhan, China, September 9-11, pp. 1-6, 2012.

  79. Wengang Zhou, Yijuan Lu, Houqiang Li, and Qi Tian, "Scalar quantization for large scale image search," ACM International Conference on Multimedia (MM), Full Paper (acceptance rate 20.2%), 2012.

  80. Zhen Liu, Houqiang Li, Wengang Zhou, and Qi Tian, "Embedding spatial context information into inverted file for large-scale image retrieval," ACM International Conference on Multimedia (MM), Full Paper (acceptance rate 20.2%), 2012.

  81. Xia Li, Wengang Zhou, J. Tang, and Qi Tian, "Query expansion enhancement by fast binary matching," ACM International Conference on Multimedia (MM), Short Paper (acceptance rate 31.2%), 2012.

  82. Junjie Cai, Zheng-jun. Zha, Wengang Zhou, and Qi Tian, "Attribute-assisted reranking for Web image retrieval," ACM International Conference on Multimedia (MM), Short Paper (acceptance rate 31.2%), 2012.

  83. Jie Xiao, Wengang Zhou, Xia Li, Meng Wang, and Qi Tian, "Image tag re-ranking by coupled probability transition," ACM International Conference on Multimedia (MM), Short Paper (acceptance rate 31.2%), 2012.

  84. Jia Xiao, Wengang Zhou, and Qi Tian, "Exploring tag relevance for image tag re-ranking," International ACM conference on Research and Development in Information Retrieval (SIGIR 2012), pp. 1069-1070, 2012.

  85. Wengang Zhou, Houqiang Li, Yijuan Lu, and Qi Tian, "Large scale image retrieval with geometric coding," ACM International Conference on Multimedia (MM), Short paper (acceptance rate: 36.3%, 120 out of 331), Scottsdale, Arizona, Nov. 28-Dec. 1, pp.1349-1352, 2011.

  86. Wengang Zhou, Yijuan Lu, Houqiang Li, Y. Song, and Qi Tian, "Spatial coding for large scale partial-duplicate web image search," ACM International Conference on Multimedia (MM), Full Paper (acceptance rate: 16%), Florence, Italy, October 25-29, pp.131-140, 2010.

  87. Wengang Zhou, Yijuan Lu, Houqiang Li, Y. Song, and Qi Tian, "Large scale partially duplicated web image retrieval," Demo paper at ACM International Conference on Multimedia (MM), Florence, Italy, October 25-29, pp. 1523-1524, 2010.

  88. Wengang Zhou, Qi Tian, L. Yang, and Houqiang Li, "Latent visual context analysis for image re-ranking," ACM International Conference on Image and Video Retrieval (CIVR), Xi'an,China, July 5-7, pp.205-212, 2010.

  89. Wengang Zhou, Yijuan Lu, Houqiang Li, and Qi Tian, "Canonical image selection by visual context learning," International Conference on Pattern Recognition (ICPR),August 23-26, Istanbul, Turkey, pp.834-837, 2010.

  90. Wengang Zhou, Houqiang Li, Yijuan Lu, and Qi Tian, "Large scale partial-duplicate image retrieval with bi-Space quantization and geometric consistency," IEEE International Conference on Acoustics,Speech,and Signal Processing (ICASSP),March 14-19, pp. 2394-2397, 2010.

  91. Wengang Zhou, Qi Tian, Houqiang Li, "Visual block link analysis for image re-ranking," ACM International Conference on Internet Multimedia Computing and Services (ICIMCS),Kunming,China,November 23-25, pp.14-20, 2009.

  92. Wengang Zhou, Houqiang Li,and Xiaobo Zhou, "3D dendrite reconstruction and spine identification," International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Sept. 6-10, pp.18-26, 2008.

  93. Wengang Zhou, Houqiang Li, Xiaobo Zhou, and Stephen Wong, "A new algorithm for 3D dendritic spine detection," International Symposium on Computational Models for Life Sciences (CMLS), Dec. 17-19, pp.137-146, 2007.