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个人简介

王蕴红,教授、博士生导师,因在虹膜识别和人脸识别方面的贡献获评国际电子电子工程师协会会士 (IEEE Fellow)、因在模式识别和生物特征识别方面的贡献获评国际模式识别学会会士(IAPR Fellow),是中国计算机学会会士,中国人工智能学会智能交互专委会主任、中国人工智能学会常务理事、中国图象图形学会常务理事,长期从事模式识别与计算机视觉方面研究,在国际国内主流学术期刊和国际会议上发表的论文被Google Scholar引用1万5千余次。曾任国际权威期刊IEEE Transactions on Information Forensics and Security 编委,现任IEEE Transactions on Biometrics, Behavior, and Identity Sciences 编委、Pattern Recognition编委,任第25届国际模式识别大会(ICPR 2020) 分会主席(Track Chair), 国际计算机视觉与模式识别大会(CVPR 2021) 领域主席(Area Chair),国际生物特征识别大会(IJCB 2021)大会主席(General Chair), 曾获中国青年科技奖、国家技术发明二等奖、北京市教学成果一等奖。

研究领域

通用视觉模型训练与推理 视觉内容生成 目标检测识别 智能视频分析 遥感图像处理 多模态文档理解 情感计算 人工智能安全 医学图像处理

近期论文

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期刊论文 Duoxuan Pei, Di Huang, Longteng Kong, and Yunhong Wang: Key Role Guided Transformer for Group Activity Recognition. IEEE Transactions on Circuits and Systems for Video Technology. (Early Access) (2023) Jiankai Li, Yunhong Wang, and Weixin Li: Zero-shot Scene Graph Generation via Triplet Calibration and Reduction. ACM Transactions on Multimedia Computing, Communications, and Applications. (2023) Jiaqi Zhou, Zehua Fu, Qiuyu Huang, Qingjie Liu, and Yunhong Wang: LgNet: A Local-global Network for Action Recognition and Beyond. IEEE Transactions on Multimedia. (Early Access) (2023) Tianrui Chai, Zhiyuan Chen, Annan Li, Jiaxin Chen, Xinyu Mei, and Yunhong Wang: Video Person Re-Identification Using Attribute-Enhanced Features. IEEE Transactions on Circuits and Systems for Video Technology. 32: 7951-7966 (2022) Yongqiang Kong, Yunhong Wang, and Annan Li: Spatiotemporal Saliency Representation Learning for Video Action Recognition. IEEE Transactions on Multimedia. 24: 1515-1528 (2022) Sheng Liu, Annan Li, Jiahao Wang, and Yunhong Wang: Bidirectional Maximum Entropy Training with Word Co-occurrence for Video Captioning. IEEE Transactions on Multimedia. (Early Access) (2022) Guangshuai Gao, Qingjie Liu, Zhenghui Hu, Lu Li, Qi Wen, and Yunhong Wang: PSGCNet: A Pyramidal Scale and Global Context Guided Network for Dense Object Counting in Remote-Sensing Images. IEEE Transactions on Geoscience and Remote Sensing. 60: 1-12 (2022) Huanyu Zhou, Qingjie Liu, Dawei Weng, and Yunhong Wang: Unsupervised Cycle-Consistent Generative Adversarial Networks for Pan Sharpening. IEEE Transactions on Geoscience and Remote Sensing. 60: 1-14 (2022) Jiahao Wang, Yunhong Wang, Nina Weng, Tianrui Chai, Annan Li, Faxi Zhang, and Sansi Yu: Will You Ever Become Popular? Learning to Predict Virality of Dance Clips. ACM Transactions on Multimedia Computing, Communications, and Applications. 18(2): 1-24 (2022) Yongqiang Kong, Yunhong Wang, Annan Li, and Qiuyu Huang: Self-sufficient Feature Enhancing Networks for Video Salient Object Detection. IEEE Transactions on Multimedia. (Early Access) (2021) Ran Qin, Qingjie Liu, Guangshuai Gao, Di Huang, and Yunhong Wang: MRDet: A Multihead Network for Accurate Rotated Object Detection in Aerial Images. IEEE Transactions on Geoscience and Remote Sensing. (Early Access) (2021) Hongyu Yang, Di Huang, Yunhong Wang, and Anil K. Jain: Learning Continuous Face Age Progression: A Pyramid of GANs. IEEE Transactions on Pattern Analysis and Machine Intelligence. 43(2): 499-515 (2021) Mengshi Qi, Jie Qin, Yi Yang, Yunhong Wang, and Jiebo Luo: Semantics-Aware Spatial-Temporal Binaries for Cross-Modal Video Retrieval. IEEE Transaction on Image Processing. 30: 2989-3004 (2021) Huiqun Wang, Ruijie Yang, Di Huang, and Yunhong Wang: iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization. IEEE Transactions on Neural Networks and Learning Systems. (Early Access) (2021) Xueping Wang, Yunhong Wang, Weixin Li, Zhengyin Du, and Di Huang: Facial Expression Animation by Landmark Guided Residual Module. IEEE Transactions on Affective Computing. (Early Access) (2021) Weixin Li, Xuan Dong, and Yunhong Wang: Human Emotion Recognition with Relational Region-Level Analysis. IEEE Transactions on Affective Computing. (Early Access) (2021) Qingjie Liu, Huanyu Zhou, Qizhi Xu, Xiangyu Liu, and Yunhong Wang: PSGAN: A Generative Adversarial Network for Remote Sensing Image Pan-Sharpening. IEEE Transactions on Geoscience and Remote Sensing. 14(8): 1-16 (2020) Longteng Kong, Di Huang, Jie Qin, and Yunhong Wang: A Joint Framework for Athlete Tracking and Action Recognition in Sports Videos. IEEE Transactions on Circuits and Systems for Video Technology. 30(2): 532-548 (2020) Mengshi Qi, Yunhong Wang, Jie Qin, Annan Li, Jiebo Luo, and Luc Van Gool: StagNet: An Attentive Semantic RNN for Group Activity and Individual Action Recognition. IEEE Transactions on Circuits and Systems for Video Technology. 30(2): 549-565 (2020) Bin Hou, Qingjie Liu, Heng Wang, and 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, and Yunhong Wang: Pay Attention to Them: Deep Reinforcement Learning-Based Cascade Object Detection. IEEE Transactions on Neural Networks and Learning Systems. 31(7): 2544-2556 (2020) Mengshi Qi, Yunhong Wang, Annan Li, and Jiebo Luo: STC-GAN: Spatio-Temporally Coupled Generative Adversarial Networks for Predictive Scene Parsing. IEEE Transactions on Image Processing. 29: 5420-5430 (2020) Mengshi Qi, Yunhong Wang, Annan Li, and Jiebo Luo: Sports Video Captioning via Attentive Motion Representation and Group Relationship Modeling. IEEE Transactions on Circuits and Systems for Video Technology. 30(8): 2617-2633 (2020) Guangshuai Gao, Wenting Zhao, Qingjie Liu, and Yunhong Wang: Co-Saliency Detection with Co-Attention Fully Convolutional Network. IEEE Transactions on Circuits and Systems for Video Technology. Longteng Kong, Di Huang, and Yunhong Wang: Long-Term Action Dependence-Based Hierarchical Deep Association for Multi-Athlete Tracking in Sports Videos. IEEE Transactions on Image Processing. 29: 7957-7969 (2020) Huiqun Wang, Di Huang, Kui Jia, and Yunhong Wang:Hierarchical Image Segmentation Ensemble for Objectness in RGB-D Images. IEEE Transactions on Circuits and Systems for Video Technology. 29(1): 93-103 (2019) Jia Sun, Di Huang, Yunhong Wang, and Liming Chen:Expression Robust 3D Facial Landmarking via Progressive Coarse-to-Fine Tuning. ACM Transactions on Multimedia Computing, Communications, and Applications. 15(1): 21:1-21:23 (2019) Qingpeng Li, Lichao Mou, Qingjie Liu, and Yunhong Wang, Xiao Xiang Zhu:HSF-Net: Multiscale Deep Feature Embedding for Ship Detection in Optical Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing 56(12): 7147-7161 (2018) Xiaoke Zhu, Xiao-Yuan Jing, Liang Yang, Xinge You, Dan Chen, Guangwei Gao, and Yunhong Wang:Semi-Supervised Cross-View Projection-Based Dictionary Learning for Video-Based Person Re-Identification. IEEE Transactions on Circuits and Systems for Video Technology. 28(10): 2599-2611 (2018) Zhengxin Zhang, Qingjie Liu, and Yunhong Wang:Road Extraction by Deep Residual U-Net. IEEE Geoscience Remote Sensing Letter 15(5): 749-753 (2018) Ying Lu, Liming Chen, Alexandre Saidi, Emmanuel Dellandréa, and Yunhong Wang:Discriminative Transfer Learning Using Similarities and Dissimilarities. IEEE Transactions on Neural Networks and Learning Systems. 29(7): 3097-3110 (2018) Yongqiang Yao, Di Huang, Xudong Yang, Yunhong Wang, and Liming Chen:Texture and Geometry Scattering Representation-Based Facial Expression Recognition in 2D+3D Videos. ACM Transactions on Multimedia Computing, Communications, and Applications. 14(1s): 18:1-18:23 (2018) Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Ruimin Hu, Xinge You, Yunhong Wang, Hui Feng, and Jing-Yu Yang:Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning. IEEE IEEE Transactions on Image Processing. 26(3): 1363-1378 (2017) Jiaxin Chen, Zhaoxiang Zhang, and Yunhong Wang:Corrections to "Relevance Metric Learning for Person Re-Identification by Exploiting Listwise Similarities". IEEE IEEE Transactions on Image Processing. 25(1): 494 (2016) Jie Qin, Li Liu, Zhaoxiang Zhang, Yunhong Wang, and Ling Shao:Compressive Sequential Learning for Action Similarity Labeling. IEEE IEEE Transactions on Image Processing. 25(2): 756-769 (2016) Hongyu Yang, Di Huang, Yunhong Wang, Heng Wang, and Yuanyan Tang:Face Aging Effect Simulation Using Hidden Factor Analysis Joint Sparse Representation. IEEE IEEE Transactions on Image Processing. 25(6): 2493-2507 (2016) 会议论文 Jiayi Zhang, Weixin Li: Multi-Modal and Multi-Scale Temporal Fusion Architecture Search for Audio-Visual Video Parsing. ACM Multimedia 2023 Liangwei Jiang, Jiaxin Chen, Di Huang, and Yunhong Wang: MIEP: Channel Pruning with Multi-granular Importance Estimation for Object Detection. ACM Multimedia 2023 Weilai Xiang, Hongyu Yang, Di Huang, and Yunhong Wang: Denoising Diffusion Autoencoders are Unified Self-supervised Learners. ICCV 2023 Jinqing Zhang, Yanan Zhang, Qingjie Liu, and Yunhong Wang: SA-BEV: Generating Semantic-Aware Bird's-Eye-View Feature for Multi-view 3D Object Detection. ICCV 2023 Guodong Wang, Yunhong Wang, Jie Qin, Dongming Zhang, Xiuguo Bao, and Di Huang: Unilaterally Aggregated Contrastive Learning with Hierarchical Augmentation for Anomaly Detection. ICCV 2023 Nan Zhou, Jiaxin Chen, and Di Huang: DR-Tune: Improving Fine-tuning of Pretrained Visual Models by Distribution Regularization with Semantic Calibration. ICCV 2023 Mingwu Zheng, Haiyu Zhang, Hongyu Yang, and Di Huang: NeuFace: Realistic 3D Neural Face Rendering from Multi-view Images. CVPR 2023 Chao Zhou, Yanan Zhang, Jiaxin Chen, and Di Huang: OcTr: Octree-based Transformer for 3D Object Detection. CVPR 2023 Bowei Du, Yecheng Huang, Jiaxin Chen, and Di Huang: Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone Images. CVPR 2023 Huanyu Zhou, Qingjie Liu, and Yunhong Wang: Learning Discriminative Representations for Skeleton Based Action Recognition. CVPR 2023 Ruikui Wang, Yuanfang Guo, Yunhong Wang: Global-Local Characteristic Excited Cross-Modal Attacks from Images to Videos. AAAI 2023 Lingfeng Tan, Yunhong Wang, Junfu Wang, Liang Yang, Xunxun Chen and Yuanfang Guo: Deepfake Video Dectection via Facial Action Dependency Estimation. AAAI 2023 Kaicheng Li, Hongyu Yang, Binghui Chen, Pengyu Li, Biao Wang and Di Huang: Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing. AAAI 2023 Ye Du, Yujun Shen, Haochen Wang, Jingjing Fei, Wei Li, Liwei Wu, Rui Zhao, Zehua Fu and Qingjie Liu: Learning from Future: A Novel Self-Training Framework for Semantic Segmentation. NeurIPS 2022 Haoxiang Ma and Di Huang: Towards Scale Balanced 6-DoF Grasp Detection in Cluttered Scenes. CoRL 2022 Guodong Wang, Yunhong Wang, Jie Qin, Dongming Zhang, Xiuguo Bao, Di Huang: Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles. ECCV 2022 Jingcheng Ni, Nan Zhou, Jie Qin, Qian Wu, Junqi Liu, Boxun Li, Di Huang: Motion Sensitive Contrastive Learning for Self-supervised Video Representation. ECCV 2022 Zhiyuan Zhao,Qingjie Liu,Yunhong Wang: Exploring Efficient Knowledge Transferring for Few-shot Object Detection. ACM Multimedia 2022 Weilai Xiang, Hongyu Yang, Di Huang, Yunhong Wang: Multi-view Gait Video Synthesis. ACM Multimedia 2022 Zhihong Fu, Zehua Fu, Qingjie Liu, Wenrui Cai, Yunhong Wang: SparseTT: Visual Tracking with Sparse Transformers. IJCAI 2022 Jiahao Wang, Jie Qin, Yunhong Wang, Annan Li: PACE: Predictive and Contrastive Embedding for Unsupervised Action Segmentation. IJCAI 2022 Bing Li, Jiaxin Chen, Dongming Zhang, Xiuguo Bao, and Di Huang: Representation Learning for Compressed Video Action Recognition via Attentive Cross-modal Interaction with Motion Enhancement. IJCAI 2022 Mingwu Zheng, Hongyu Yang, Di Huang, Liming Chen: ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations. CVPR 2022 Yanan Zhang, Jiaxin Chen, Di Huang: CAT-Det: Contrastively Augmented Transformer for Multi-modal 3D Object Detection. CVPR 2022 Ye Du, Zehua Fu, Qingjie Liu: Weakly Supervised Semantic Segmentation by Pixel-to-prototype Contrast. CVPR 2022 Tianrui Chai, Annan Li, Shaoxiong Zhang, Zilong Li, Yunhong Wang: Lagrange Motion Analysis and View Embeddings for Improved Gait Recognition. CVPR 2022 Jiaxi Wu, Jiaxin Chen, Mengzhe He, Yiru Wang, Bo Li, Bingqi Ma, Weihao Gan, Wei Wu, Yali Wang, Di Huang: Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection. CVPR 2022 Jiaxi Wu, Jiaxin Chen, Di Huang: Entropy-based Active Learning for Object Detection with Progressive Diversity Constraint. CVPR 2022 Yecheng Huang, Jiaxin Chen, Di Huang: UFPMP-Det: Toward Accurate and Efficient Object Detection on Drone Imagery. AAAI 2022 Zichen Yang, Jie Qin, Di Huang: ACGNet: Action Complement Graph Network for Weakly-supervised Temporal Action Localization. AAAI 2022 Guangyuan Zhou, Huiqun Wang, Jiaxin Chen, Di Huang: PR-GCN: A Deep Graph Convolutional Network with Point Refinement for 6D Pose Estimation. ICCV 2021: 2793-2802 Xiefan Guo, Hongyu Yang, Di Huang: Image Inpainting via Conditional Texture and Structure Dual Generation. ICCV 2021: 14134-14143 Jiahao Wang, Yunhong Wang, Sheng Liu, Annan Li: Few-Shot Fine-Grained Action Recognition via Bidirectional Attention and Contrastive Meta-Learning. ACM Multimedia 2021: 582-591 Jingcheng Ni, Jie Qin, Di Huang: Identity-aware Graph Memory Network for Action Detection. ACM Multimedia 2021: 3437-3445 Junfu Wang, Yunhong Wang, Zhen Yang, Liang Yang, Yuanfang Guo: Bi-GCN: Binary Graph Convolutional Network. CVPR 2021: 1561-1570 Shaoxiong Zhang, Yunhong Wang, Annan Li: Cross-View Gait Recognition With Deep Universal Linear Embeddings. CVPR 2021: 9095-9104 Zhihong Fu, Qingjie Liu, Zehua Fu, Yunhong Wang: STMTrack: Template-free Visual Tracking with Space-time Memory Networks. CVPR 2021: 13774-13783 Yanan Zhang, Di Huang, Yunhong Wang: PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection. AAAI 2021: 3430-3437 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 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 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,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,CVPR 2017 Jiaxin Chen, Yunhong Wang, Jie Qin, Li Liu and Ling Shao,Fast Person Re-identification via Cross-camera Semantic Binary Transformation, CVPR 2017

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