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2027年招收计算机系博士和硕士研究生（注：研究方向为计算机视觉）: 欢迎优秀的学生联系；另外，招收优秀博士后，欢迎优秀学子加盟。
招聘信息: 厦门大学模式分析与机器智能研究中心长期面向海内外诚聘教授/副教授/助理教授数名，欢迎优秀学者加盟。
关于本人 (English Version):
王菡子，现任福建省“闽江学者”特聘教授（厦门大学），福建省高层次人才，博士生导师；厦门大学模式分析与机器智能研究中心主任，福建省“智慧城市感知与计算”重点实验室副主任，教育部“多媒体可信感知与高效计算”重点实验室副主任； 2004年获澳大利亚MONASH大学博士学位，并荣获Douglas Lampard最佳博士论文奖。2004至2006年在澳大利亚MONASH大学电子计算机系统工程系工作，任该系研究员（Research Fellow）；2006至2008年在美国JOHNS HOPKINS大学计算机科学系工作，先后任该系博士后研究员（Postdoctoral Fellow）和助理研究科学家（Assistant Research Scientist）；2008至2010年在澳大利亚Adelaide大学计算机学院工作，任职高级研究员（Senior Research Fellow）；2010至2012年在澳大利亚Adelaide大学计算机学院任兼职教授（Adjunct Professor）。2010-2013年分别入选（获得）福建省“闽江学者”特聘教授、厦门市杰出青年科技人才创新计划项目、厦门市重点引进人才和福建省高层次人才；2014年获得厦门大学厦航奖教金（科研类），2018年和2025年两次获得厦门大学萨本栋讲座教授奖教金（全校4名），2022年获得厦门大学曹德旺奖教金，2020-2025年入选斯坦福大学公布的全球前2%终身科学影响力顶尖科学家。主要研究方向：计算机视觉和模式识别，图像和视频处理，视频跟踪与监控，目标检测，目标与人脸识别，多模态融合，小样本学习, 鲁棒统计学和模型拟合等。在国内外重要学术期刊和国际学术会议上已发表论文200余篇，其中，多篇发表在国际顶级期刊IEEE TPAMI(9篇)、IJCV(11篇)和国际权威期刊如IEEE TIP、IEEE TMI、IEEE TCSVT、IEEE TMM等上，以及国际权威会议如ICCV，CVPR，ECCV，NeurIPS，AAAI，ACM MM等上。获得国家发明专利授权40余项。主持科技部科技创新2030“新一代人工智能”重大项目课题、国家自然科学基金联合基金（重点支持）项目（3项）、面上项目（3项）、福厦泉国家自主创新示范区协同创新平台项目、厦门科技计划（未来产业领域）重大项目以及其他省部级项目等十余项。荣获2021年度福建省科技进步奖一等奖、2022年度福建省自然科学优秀学术论文一等奖、2023年国家教学成果二等奖等。培养的研究生中有1名获中国图象图形学会优博论文奖、4名获福建省优秀博士论文、1名获福建省优秀硕士论文；指导的本科生中获得美国约翰霍普金斯大学、南加州大学和佛罗里达大学全额奖学金各1名。毕业的学生分别到 百度、腾讯、阿里、京东、华为、今日头条、滴滴、高德、美团、海康威视、国家电网 等单位工作（部分毕业学生的信息见：这里）
现为IEEE高级会员（Senior Member）和中国图象图形学会机器视觉专委会副主任（2018-2024），曾担任国际权威SCI期刊《IEEE Transactions on Circuits and Systems for Video Technology》编委(Associate Editor， 2010-2015)和国际SCI期刊《Pattern Recognition Letters》特邀编辑(Guest Editor-2009年)。担任美国、葡萄牙和中国国家自然科学基金会的会评专家或特邀评审专家。担任国际会议IEEE未来媒体技术2018大会主席和ACM国际会议ICIMCS2014的大会主席、国内外会议PRCV2023、CVRS2012程序委员会主席、PRCV2020、PRCV2019、ICPR2018、ACCV2016和DICTA2010区域主席、VALSE2017 Tutorial主席、ICIG2015和IEEE NAS2012宣传主席，以及国际会议ICCV，CVPR，PAKDD，ACCV的程序委员会委员。还担任二十余种国际权威期刊如IEEE TPAMI，IEEE TIP，IEEE TCSVT，IJCV，IEEE T. SMC-B，CVIU，IVC等和二十余种国际权威会议如SIGGRAPH，ICCV, ECCV，CVPR，AAAI，ICIP，ICPR等的特邀审稿人。
For Prospective Researchers and Students：
I'm always interested
in recruiting talent Researchers, Postdoctors，PhD and
Master students - send me an email (Wang.Hanzi@gmail.com or Hanzi.Wang@xmu.edu.cn)
and a Resume (in Pdf NOT word format) if you think you have Outstanding
Potential, Good Skills at Programming and English,
and Strong Motivation in doing research
at international level.
最新更新:
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研究兴趣:
当前团队包括：教授2名，助理教授1名，科研助理1名，博士后1名，博士生6名，硕士生30余名.
出版物 (Copyright Statement)
特色期刊论文：
W. Yin, H. Wang, S. Lin, Y. Yan, Y. Lu, D. Suter
Robust Model Fitting via Motion-Aware Pyramid Transformer-Guided Preference Filtering and Consensus Smoothing
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), pages 1-13, 2026.
X. Chen, X. Zou, Y. Yan, X. Gao, H. Wang
VCD-Net: Visual-Textual Cascaded Decomposition Network for Cross-Domain Few-Shot Facial Expression Recognition
International Journal of Computer Vision (IJCV),134:373, 2026.
Y. Zhang, Y. Yan, Y. Lu, H. Wang
Adaptive Middle Modality Alignment Learning for Visible-Infrared Person Re-identification
International Journal of Computer Vision (IJCV), pages 2176-2196, 2025.
Q. Qi, Z. Qiu, Y. Yan, Y. Lu, H. Wang
IMC-Det: Intra-Inter Modality Contrastive Learning for Video Object Detection
International Journal of Computer Vision (IJCV), pages 890-909, 2025.
Y.Zhou, B. Li, H. Hu, X. Zhang, D. Zhang, H. Wang
Heterogeneous Feature Re-Sampling for Balanced Pedestrian Attribute Recognition.
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), pages 2706-2722, 2025.
Y. Zhou, H. Hu, J. Yu, H. Wu, S. Pu, H. Wang
A Solution to Co-occurrence Bias in Pedestrian Attribute Recognition: Theory, Algorithms, and Improvements
International Journal of Computer Vision (IJCV), pages 4712-4726, 2025.
S. Lin, F. Huang, T. Lai, J. Lai, H. Wang, J. Weng
Robust Heterogeneous Model Fitting for Multi-source Image Correspondences
International Journal of Computer Vision (IJCV), pages 1-26, 2024.
Y. Yan, Y. Shu, S. Chen, J. Xue, C. Shen, H. Wang
SPL-Net: Spatial-Semantic Patch Learning Network for Facial Attribute Recognition with Limited Labeled Data
International Journal of Computer Vision (IJCV), Vol 131, No. 8, pages 2097-2121, 2023.
D. Ruan, R. Mo, Y. Yan, S. Chen, J. Xue, H. Wang
Adaptive Deep Disturbance-Disentangled Learning for Facial Expression Recognition
International Journal of Computer Vision (IJCV), Vol 130, No. 2, pages 455-477, 2022.
G. Xiao, H. Wang, J. Ma, D. Suter.
Segmentation by Continuous Latent Semantic Analysis for Multi-structure Model Fitting.
International Journal of Computer Vision (IJCV), Vol 129, No. 7, pages 2034-2056, 2021.
H. Wang, G. Xiao, Y. Yan, and D. Suter
Searching for Representative Modes on Hypergraphs for Robust Geometric Model Fitting
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol 41, No. 3, pages 697-711, 2019.
G. Xiao, H. Wang, Y. Yan, and D. Suter
Superpixel-guided Two-view Deterministic Geometric Model Fitting
International Journal of Computer Vision (IJCV), Vol 127, No. 4, pages 323-339, 2019.
X. Li, A. Dick, C. Shen, A. van den Hengel,and H. Wang
Incremental Learning of 3D-DCT Compact Representations for Robust Visual Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol 35, No. 64, pages 863 - 881, Apr. 2013.
H. Wang, T.-J. Chin, and D. Suter
Simultaneously Fitting and Segmenting Multiple-Structure Data with Outliers
IEEE Transactions Pattern Analysis and Machine Intelligence (PAMI), Vol 34, No. 6, pages 1177 - 1192, June 2012.
C. Shen, P. Wang, F. Shen and H. Wang
UBoost: Boosting with the Universum
IEEE Transactions Pattern Analysis and Machine Intelligence (PAMI), Vol 34, No. 4, pages 825 - 832, June 2012.
H. Wang, D. Mirota and G. Hager
A Generalized Kernel Consensus Based Robust Estimator.
IEEE Transactions Pattern Analysis and Machine Intelligence (PAMI), Vol 32, No. 1, pages 178-184, 2010.
K. Schindler, D. Suter and H. Wang
A Model-selection Framework for Multibody Structure-and-Motion of Image Sequences.
International Journal of Computer Vision (IJCV), Vol 79, No. 2, pages 159-177, 2008.
H. Wang, D. Suter, K. Schindler and C. Shen
Adaptive Object Tracking Based on an Effective Appearance Filter.
IEEE Transactions Pattern Analysis and Machine Intelligence (PAMI), Vol 29, No. 9, pages 1661-1667, 2007.
[Featured article from the September issue 2007]
H. Wang and D. Suter
Robust Adaptive-Scale Parametric Model Estimation for Computer Vision.
IEEE Transactions Pattern Analysis and Machine Intelligence (PAMI), Vol. 26, No.11, pages 1459-1474, 2004.
H. Wang and D. Suter
MDPE: A Very Robust Estimator for Model Fitting and Range Image Segmentation.
International Journal of Computer Vision (IJCV), Vol. 59, No.2, pages 139-166, 2004.
部分期刊论文：
G. Li, S. Zhuang, Y. Jian, Y. Yan, H. Wang
Spatial-Temporal Scene Graph Generation for Open-Vocabulary Multiple Object Tracking
IEEE Transactions on Image Processing (IEEE TIP), Vol 35, pages 3437-3450, 2026.
J. Huang, H. Wang, Q. Wu, J. Li, X. Gao
DPENet: A Dual Prototype-Enhanced Network for Few-Shot Object Detection
IEEE Transactions on Image Processing (IEEE TIP), Vol 35, pages 3633-3646, 2026.
H. Ding, Y. Yan, Y. Lu, J. Xue, H. Wang
Global-Local Disturbance Decoupling for Federated Facial Expression Recognition
IEEE Transactions on Affective Computing (IEEE TAC), Vol 17, No. 2, pages 1985-1998, 2026.
G. Du, H. Wang, X. Xu, Y. Yan, X. Li
TCFF-Adapter: Text-Driven Adaption of CLIP for Few-Shot Image Classification
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 36, No. 2, pages 2332-2343, 2026.
S. Que, H. Guo, K. Du, Y. Yan, Y. Pang, H. Wang
Vision-Language Enhancement Network Based on Decoupling-Joint Adaptation for Few-Shot Action Recognition
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 36, No. 4, pages 4316-4329, 2026.
Q. Qi, H. Wang, Y. Yan, X. Li
DGC-Net: Dynamic Graph Contrastive Network for Video Object Detection
IEEE Transactions on Image Processing (IEEE TIP), Vol 34, pages 2269-2284, 2025.
X. Chen, Y. Yan, J. Xue, C. Shu, H. Wang
Hyperbolic Self-Paced Multi-Expert Network for Cross-Domain Few-Shot Facial Expression Recognition
IEEE Transactions on Image Processing (IEEE TIP), Vol 34, pages 6273-6285, 2025.
Y. Zhang, H. Wang, Y. Lu, Y. Yan, X. Li
Frequency Domain Nuances Mining for Visible-Infrared Person Re-Identification
IEEE Transactions on Information Forensics and Security (IEEE TIFS), Vol 20, pages 5411-5424, 2025.
Y. Zhang, X. Fan, Y. Yang, Y. Lu, H. Wang
Image-Attribute and Frequency-Spatial Dual Collaborative Learning for Pedestrian Attribute Recognition
IEEE Transactions on Information Forensics and Security (IEEE TIFS), Vol 20, pages 11715-11727, 2025.
X. Chen, Y. Yan, J. Xue, N. Wang, H. Wang
Consistency-driven feature scoring and regularization network for visible-infrared person re-identification
Pattern Recognition (PR), Vol 159, Article 111131, 2025.
H. Ding, Y. Yan, Y. Lu, J. Xue, H. Wang
Uncertainty-Aware Label Refinement on Hypergraphs for Personalized Federated Facial Expression Recognition
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 35, No. 5, pages 4675-4685, 2025.
K. Du, W. Ye, H. Guo, Y. Yan, H. Wang
Edge Guided Network With Motion Enhancement for Few-Shot Action Recognition
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 35, No. 6, pages 5331-5342, 2025.
Y. Liang, L. Xiong, Y. Shan, H. Wang
Learning Multi-Task Target-Specific Correlation Filters for Robust Tracking
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 35, No. 7, pages 6698-6711, 2025.
S. Zhuang, G. Li, Q. Wu, Y. Lu, H. Hu, H. Wang
CGATracker: Correlation-Aware Graph Alignment for Referring Multi-Object Tracking
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 35, No. 11, pages 11337-11349, 2025.
R. Chen, Y. Yan, J. Xue, Y. Lu, H. Wang
Augmentation Matters: A Mix-Paste Method for X-Ray Prohibited Item Detection Under Noisy Annotations
IEEE Transactions on Information Forensics and Security (IEEE TIFS), Vol 20, pages 234-248, 2025.
C. Wang, Y. Yan, J. Xue, H. Wang
I2OL-Net: Intra-Inter Objectness Learning Network for Point-Supervised X-Ray Prohibited Item Detection
IEEE Transactions on Information Forensics and Security (IEEE TIFS), Vol 20, pages 3045-3059, 2025.
R. Jiang, Y. Yan, J. Xue, S. Chen, N. Wang, H. Wang
Knowledge Distillation Meets Label Noise Learning: Ambiguity-Guided Mutual Label Refinery
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), Vol 36, No. 1, pages 939-952, 2025.
Y. Lu, X. Huang, Y. Chen, M. Li, Y. Yan, C. Gong, H. Wang
MOOD: Leveraging Out-of-Distribution Data to Enhance Imbalanced Semi-Supervised Learning
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), Vol 36, No. 10, pages 18545-18557, 2025.
X. Wang, Y. Yan, H. Hu, B. Li, H. Wang
Cross-Modal Contrastive Learning Network for Few-Shot Action Recognition
IEEE Transactions on Image Processing (IEEE TIP), Vol 33, pages 1257-1271, 2024.
X. Fan, Y. Zhang, Y. Lu, H. Wang
PARFormer: Transformer-Based Multi-Task Network for Pedestrian Attribute Recognition
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 34, No. 1, pages 411-423, 2024.
S. Lin, A. Yang, T. Lai, J. Weng, H. Wang
Multi-Motion Segmentation via Co-Attention-Induced Heterogeneous Model Fitting
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 34, No. 3, pages 1786-1798, 2024.
Y. Xu, Y. Yan, J. Xue, Y. Hua, H. Wang
Unpaired Caricature-Visual Face Recognition via Feature Decomposition-Restoration-Decomposition
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 34, No. 7, pages 5693-5703, 2024.
X. Wang, Y. Lu, W. Yu, Y. Pang, H. Wang
Few-Shot Action Recognition via Multi-View Representation Learning
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 34, No. 9, pages 8522-8535, 2024.
H. Guo, G. Xiao, L. Su, T. Li, D. Wang, H. Wang
Second-Order Proximity Guided Sampling Consensus for Robust Model Fitting
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 34, No. 11, pages 10704-10717, 2024.
F. Yang, R. Jiang, Y. Yan, J. Xue, B. Wang, H. Wang
Dual-Mode Learning for Multi-Dataset X-Ray Security Image Detection
IEEE Transactions on Information Forensics and Security (IEEE TIFS), Vol 19, pages 3510-3524, 2024.
Y. Lv, Y. Yan, J. Xue, S. Chen, H. Wang
Relationship-Guided Knowledge Transfer for Class-Incremental Facial Expression Recognition
IEEE Transactions on Image Processing (IEEE TIP), Vol 33, pages 2293-2304, 2024.
S. Lin, X. Chen, G. Xiao, H. Wang, F. Huang, J. Weng
Multi-Stage Network With Geometric Semantic Attention for Two-View Correspondence Learning
IEEE Transactions on Image Processing (IEEE TIP), Vol 33, pages 3031-3046, 2024.
W. Lu, H. Hu, J. Yu, S. Zhang, H. Wang
Explicit State Representation Guided Video-Based Pedestrian Attribute Recognition
ACM Transactions on Intelligent Systems and Technology (ACM TIST), Vol 15, No. 1, pages 1-24, 2024.
W. Lu, H. Hu, J. Yu, Y. Zhou, H. Wang, B. Li
Orientation-Aware Pedestrian Attribute Recognition Based on Graph Convolution Network
IEEE Transactions on Multimedia (IEEE TMM), Vol 26, pages 28-40, 2024.
Q. Qi, Y. Yan, H. Wang
Class-Aware Dual-Supervised Aggregation Network for Video Object Detection
IEEE Transactions on Multimedia (IEEE TMM), Vol 26, pages 2109-2123, 2024.
Y. Lv, G. Huang, Y. Yan, J. Xue, S. Chen, H. Wang
Visual-Textual Attribute Learning for Class-Incremental Facial Expression Recognition
IEEE Transactions on Multimedia (IEEE TMM), Vol 26, pages 8038-8051, 2024.
R. Jiang, Y. Yan, J. Xue, B. Wang, H. Wang
When Sparse Neural Network Meets Label Noise Learning: A Multistage Learning Framework
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), Vol 35, No. 2, pages 2208-2222, 2024.
X. Wang, W. Ye, Z. Qi, G. Wang, J. Wu, Y. Shan, X. Qie, H. Wang
Task-Aware Dual-Representation Network for Few-Shot Action Recognition
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 33, No. 10, pages 5932-5946, 2023.
Q. Qi, T. Hou, Y. Yan, Y. Lu, H. Wang
TCNet: A Novel Triple-Cooperative Network for Video Object Detection
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 33, No. 8, pages 3649-3662, 2023.
Q. Qi, T. Hou, Y. Lu, Y. Yan, H. Wang
DGRNet: A Dual-Level Graph Relation Network for Video Object Detection
IEEE Transactions on Image Processing (IEEE TIP), Vol 32, pages 4128-4141, 2023.
Y. Yan, Y. Xu, J. Xue, Y. Lu, H. Wang, W. Zhu
Drop Loss for Person Attribute Recognition With Imbalanced Noisy-Labeled Samples
IEEE Transactions on Cybernetics (IEEE TCYB), Vol 53, No. 11, pages 7071-7084, 2023.
T. Lai, A. Sadri, S. Lin, Z. Li, R. Chen, H. Wang
Efficient Sampling Using Feature Matching and Variable Minimal Structure Size
Pattern Recognition (PR), Vol 137, No. 3, 2023.
L. Cheng, P. Fang, Y. Liang, L. Zhang, C. Shen, H. Wang
TSGB: Target-Selective Gradient Backprop for Probing CNN Visual Saliency
IEEE Transactions on Image Processing (IEEE TIP), Vol 31, pages 2529-2540, 2022.
H. Guo, Y. Lu, H. Chen, H. Luo, G. Xiao, H. Zhang, H. Wang
Motion Consistency Guided Robust Geometric Model Fitting with Severe Outliers
IEEE Transactions on Industrial Electronics (IEEE TIE), Vol 69, No. 4, pages 4065-4075, 2022.
Q. Qi, X. Wang, T. Hou, Y. Yan, H. Wang
FastVOD-Net: A Real-Time and High-Accuracy Video Object Detector
IEEE Transactions on Intelligent Transportation Systems (IEEE TITS), Vol 23, No. 11, pages 20926-20942, 2022.
Y. Liang, Q. Wu, Y. Liu, Y. Yan, H. Wang
Deep Correlation Filter Tracking With Shepherded Instance-Aware Proposals
IEEE Transactions on Intelligent Transportation Systems (IEEE TITS), Vol 23, No. 8, pages 11408-11421, 2022.
S. Lin, H. Luo, Y. Yan, G. Xiao, H. Wang
Co-Clustering on Bipartite Graphs for Robust Model Fitting
IEEE Transactions on Image Processing (IEEE TIP), Vol 31, pages 6605-6620, 2022.
X. Weng, Y. Yan, G. Dong, C. Shu, B. Wang, H. Wang, J. Zhang
Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes
IEEE Transactions on Intelligent Transportation Systems (IEEE TITS), Vol 23, No. 10, pages 17224-17240, 2022.
X. Weng, Y. Yan, S. Chen, J. Xue, H. Wang
Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 32, No. 7, pages 4444-4459, 2022.
X. Zhang, Y. Yan, J. Xue, Y. Hua, H. Wang
Semantic-Aware Occlusion-Robust Network for Occluded Person Re-Identification
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 31, No. 7, pages 2764-2778, 2021.
B. Pan, L. Zhang, H. Wang
Multi-Stage Feature Pyramid Stereo Network-Based Disparity Estimation Approach for Two to Three-Dimensional Video Conversion
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 31, No. 5, pages 1862-1875, 2021.
Y. Liang, Y. Liu, Y. Yan, L. Zhang, H. Wang
Robust Visual Tracking via Spatio-temporal Adaptive and Channel Selective Correlation Filters
Pattern Recognition (PR), Vol 112, 2021.
S. Lin, X. Wang, G. Xiao, Y. Yan, H. Wang
Hierarchical Representation Via Message Propagation for Robust Model Fitting
IEEE Transactions on Industrial Electronics (IEEE TIE), Vol 68, No. 9, pages 8582-8592, 2021.
Y. Liu, L. Zhang, Z. Chen, Y. Yan, H. Wang
Multi-Stream Siamese and Faster Region-Based Neural Network for Real-Time Object Tracking
IEEE Transactions on Intelligent Transportation Systems (IEEE TITS), Vol 22, No. 11, pages 7279-7292, 2021.
G. Dong, Y. Yan, C. Shen, H. Wang
Real-Time High-Performance Semantic Image Segmentation of Urban Street Scenes
IEEE Transactions on Intelligent Transportation Systems (IEEE TITS), Vol 22, No. 6, pages 3258-3274, 2021.
L. Mao, Y. Yan, J. Xue, H. Wang
Deep Multi-Task Multi-Label CNN for Effective Facial Attribute Classification
IEEE Transactions on Affective Computing (IEEE TAC), Vol 13, No. 2, pages 818-828, 2020.
Q. Wu, H. Wang, Y. Liu, L. Zhang, X. Gao
SAT: Single-Shot Adversarial Tracker
IEEE Transactions on Industrial Electronics (IEEE TIE), Vol 67, No. 11, pages 9882-9892, 2020.
G. Guo, H. Wang, Y. Yan, L. Zhang, B. Li
Large Margin Deep Embedding for Aesthetic Image Classification
Science China Information Sciences (SCIS), Vol 63, No. 1, 2020.
Y. Yan, Y. Huang, S. Chen, C. Shen, H. Wang
Joint Deep Learning of Facial Expression Synthesis and Recognition
IEEE Transactions on Multimedia (IEEE TMM), Vol 22, No. 11, pages 2792-2807, 2020.
T. Lai, R. Chen, C. Yang, Q. Li, H. Fujita, A. Sadri, H. Wang
Efficient Robust Model Fitting for Multistructure Data Using Global Greedy Search
IEEE Transactions on Cybernetics (IEEE TCYB), Vol 50, No. 7, pages 3294-3306, 2020.
T. Lai, H. Wang, Y. Yan, TJ. Chin, J. Zheng, B. Li
Accelerated Guided Sampling for Multistructure Model Fitting
IEEE Transactions on Cybernetics (IEEE TCYB), Vol 50, No. 10, pages 4530-4543, 2020.
J. Zheng, Y. Wang, H. Wang, B. Li, H. Hu
A Novel Projective-Consistent Plane Based Image Stitching Method
IEEE Transactions on Multimedia (IEEE TMM), Vol 21, No. 10, pages 2561-2575, 2019.
H. Hu, Q. Guo, J. Zheng, H. Wang, B. Li
Single Image Defogging Based on Illumination Decomposition for Visual Maritime Surveillance
IEEE Transactions on Image Processing (IEEE TIP), Vol 28, No. 6, pages 2882-2897, 2019.
G. Guo, H. Wang, C. Shen, Y. Yan, H. Liao
Automatic Image Cropping for Visual Aesthetic Enhancement Using Deep Neural Networks and Cascaded Regression
IEEE Transactions on Multimedia (IEEE TMM), Vol 20, No. 8, pages 2073-2085, 2018.
G. Guo, H. Wang, W. Zhao, Y. Yan, X. Li
Object Discovery via Cohesion Measurement
IEEE Transactions on Cybernetics (IEEE TCYB), Vol 48, No. 3, pages 862-875, 2018.
Z. Zhang, F. Xing, H. Wang, Y. Yan, Y. Huang, X. Shi, L. Yang
Revisiting Graph Construction for Fast Image Segmentation
Pattern Recognition (PR), Vol 78, pages 344-357, 2018.
N. Zhuang, Y. Yan, S. Chen, H. Wang, C. Shen
Multi-label Learning Based Deep Transfer Neural Network for Facial Attribute Classification
Pattern Recognition (PR), Vol 80, pages 225-240, 2018.
J. Wang, Y. Wang, H. Wang
Adaptive Appearance Modeling with Point-to-Set Metric Learning for Visual Tracking
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 27, No. 9, pages 1987-2000, 2017.
Q. Li, H. Wang, Y. Yan, B. Li, C. Chen
Local Co-Occurrence Selection via Partial Least Squares for Pedestrian Detection
IEEE Transactions on Intelligent Transportation Systems (IEEE TITS), Vol 18, No. 6, pages 1549-1558, 2017.
T. Lai, H. Wang, Y. Yan, TJ. Chin, W. Zhao
Motion Segmentation Via a Sparsity Constraint
IEEE Transactions on Intelligent Transportation Systems (IEEE TITS), Vol 18, No. 4, pages 973-983, 2017.
Y. Yan, H. Wang, S. Chen, X. Cao, D. Zhang
Quadratic Projection Based Feature Extraction with Its Application to Biometric Recognition
Pattern Recognition (PR), Vol 56, pages 40-49, 2016.
G. Xiao, H. Wang, T. Lai, D. Suter
Hypergraph Modelling For Geometric Model Fitting
Pattern Recognition (PR), Vol 60, pages 748-760, 2016.
W. Zhao, C. Ngo, H. Wang
Fast Covariant VLAD for Image Search
IEEE Transactions on Multimedia (IEEE TMM), Vol 18, No. 9, pages 1843-1854, 2016.
Q. Li, Y. Yan, H. Wang
Discriminative Weighted Sparse Partial Least Squares for Human Detection
IEEE Transactions on Intelligent Transportation Systems (IEEE TITS), Vol 17, No. 4, pages 1062-1071, 2016.
Y. Xie, W. Zhang, D. Tao, W. Hu, Y. Qu, H. Wang
Removing Turbulence Effect via Hybrid Total Variation and Deformation-Guided Kernel Regression
IEEE Transactions on Image Processing (IEEE TIP), Vol 25, No. 10, pages 4943-4958, 2016.
Y. Yan, H. Wang, D. Suter
Multi-subregion Based Correlation Filter Bank for Robust Face Recognition
Pattern Recognition (PR), Vol 47, No. 11, pages 3487-3501, 2014.
Y. Yan, C. Shen, H. Wang
Efficient Semidefinite Spectral Clustering via Lagrange Duality
IEEE Transactions on Image Processing (IEEE TIP), Vol 23, No. 8, pages 3522-3534, 2014.
X. Li, A. Dick, C. Shen, Z. Zhang, A. van den Hengel, H. Wang
Visual Tracking with Spatio-temporal Dempster-shafer Information Fusion
IEEE Transactions on Image Processing (IEEE TIP), Vol 22, No. 8, pages 3028-3040, 2013.
DJ. Mirota, H. Wang, RH. Taylor, M. Ishii, GL. Gallia, GD. Hager
A System for Video-Based Navigation for Endoscopic Endonasal Skull Base Surgery
IEEE Transactions on Medical Imaging (IEEE TMI), Vol 31, No. 4, pages 963-976, 2012.
C. Shen, J. Kim, H. Wang
Generalized Kernel-based Visual Tracking
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 20, No. 1, pages 119-130, 2010.
H. Wang, D. Suter
A Consensus-based Method for Tracking: Modelling Background Scenario and Foreground Appearance
Pattern Recognition (PR), Vol 40, No. 3, pages 1091-1105, 2007.
部分会议论文：
L. Jiang, X. Li, Y. Yan, J. Xue, K. Dai, H. Wang
Adaptive Semantic Topological Alignment for Class-Incremental Facial Expression Recognition
The ACM International Conference on Multimedia (ACM MM), Rio de Janeiro, Brazil, November 10-14, 2026
Y. Wang, Y. Zhang, J. Gao, H. Wang
LLM-Guided Attribute Attention for Unsupervised Visible-Infrared Person Re-Identification
The ACM International Conference on Multimedia (ACM MM), Rio de Janeiro, Brazil, November 10-14, 2026
H. Qi, Y. Yan, J. Gao, H. Wang
Protect to Adapt: Orthogonal Subspace Control with Ranked Negative-Prompt Curriculum for Few-Shot Action Recognition
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Pages 20160-20169, Denver, Colorado, USA, June 3-7, 2026
Y. Chen, Q. Wu, G. Li, J. Gao, G. Niu, H. Wang
SAM2-OV: A Novel Detection-Only Tuning Paradigm for Open-Vocabulary Multi-Object Tracking
The AAAI Conference on Artificial Intelligence (AAAI), Vol 40, Pages 3083-3091, Singapore, January 20-27, 2026
Y. Zhang, L. Tan, Y. Lu, Y. Yan, H. Wang
Joint Implicit and Explicit Language Learning for Pedestrian Attribute Recognition
The AAAI Conference on Artificial Intelligence (AAAI), Vol 40, Pages 12970-12978, Singapore, January 20-27, 2026
H. Liu, Y. Lu, M. Li, Y. Zhang, S. Gowda, C. Gong, H. Wang
FATE: A Prompt-Tuning-Based Semi-Supervised Learning Framework for Extremely Limited Labeled Data
The ACM International Conference on Multimedia (ACM MM), Pages 3153-3162, Dublin, Ireland, October 27-31, 2025
Z. Zheng, Y. Cao, J. Gao, H. Wang
OV-VOD: Open-Vocabulary Video Object Detection
The ACM International Conference on Multimedia (ACM MM), Pages 489-498, Dublin, Ireland, October 27-31, 2025
H. Guo, S. Que, J. Gao, H. Wang
TFPA: Text Features Guided Dynamic Parameter Adjustment for Few Shot Action Recognition
The ACM International Conference on Multimedia (ACM MM), Pages 402-411, Dublin, Ireland, October 27-31, 2025
W. Yin, S. Lin, D. Suter, H. Wang
Adaptive Graph Attention-Guided Parallel Sampling and Embedded Selection for Multi-Model Fitting
The ACM International Conference on Multimedia (ACM MM), Pages 10896-10904, Dublin, Ireland, October 27-31, 2025
G. Li, S. Zhuang, Y. Jian, Y. Yan, H. Wang
Language Decoupling with Fine-Grained Knowledge Guidance for Referring Multi-Object Tracking
IEEE International Conference on Computer Vision (ICCV), Pages 23626-23635, Honolulu, Hawaii, USA, October 19-23, 2025
S. Yan, Z. Li, C. Wu, M. Pang, Y. Lu, Y. Yan, H. Wang
You Are Your Own Best Teacher: Achieving Centralized-Level Performance in Federated Learning Under Heterogeneous and Long-Tailed Data
IEEE International Conference on Computer Vision (ICCV), Pages 2750-2759, Honolulu, Hawaii, USA, October 19-23, 2025
Y. Liu, X. Shang, Y. Zhang, Y. Lu, C. Gong, J. Xue, H. Wang
Mind the Gap: Confidence Discrepancy Can Guide Federated Semi-Supervised Learning Across Pseudo-Mismatch
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Pages 10173-10182, Nashville, Tennessee, USA, June 11-15, 2025
X. Zheng, Y. Zhang, Y. Lu, H. Wang
Semi-Supervised Visible-Infrared Person Re-Identification via Modality Unification and Confidence Guidance
The ACM International Conference on Multimedia (ACM MM), Pages 5761-5770, Melbourne, Australia, October 28-November 1, 2024
G. Li, Y. Jian, Y. Yan, H. Wang
GLATrack: Global and Local Awareness for Open-Vocabulary Multiple Object Tracking
The ACM International Conference on Multimedia (ACM MM), Pages 2457-2466, Melbourne, Australia, October 28-November 1, 2024
W. Yin, S. Lin, Y. Lu, H. Wang
Diverse Consensuses Paired with Motion Estimation-Based Multi-Model Fitting
The ACM International Conference on Multimedia (ACM MM), Pages 9281-9290, Melbourne, Australia, October 28-November 1, 2024
Y. Lu, L. Chen, Y. Zhang, Y. Zhang, B. Han, Y. Cheung, H. Wang
Federated Learning with Extremely Noisy Clients via Negative Distillation
The AAAI Conference on Artificial Intelligence (AAAI), Vol 38, Pages 14184-14192, Vancouver, Canada, February 20-27, 2024
Z. Zhang, Y. Yan, J. Xue, H. Wang
Spatial-Contextual Discrepancy Information Compensation for GAN Inversion
The AAAI Conference on Artificial Intelligence (AAAI), Vol 38, Pages 7432-7440, Vancouver, Canada, February 20-27, 2024
Y. Lu, Y. Zhang, B. Han, Y. Cheung, H. Wang
Label-Noise Learning with Intrinsically Long-Tailed Data
IEEE International Conference on Computer Vision (ICCV), Pages 1369-1378, Paris, France, October 1-6, 2023
Y. Zhang, H. Wang
Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-Identification
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Pages 2153-2162, Vancouver, Canada, June 18-22, 2023
Y. Jin, M. Li, Y. Lu, Y. Cheung, H. Wang
Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Pages 23695-23704, Vancouver, Canada, June 18-22, 2023
Y. Zhang, Y. Yan, J. Li, H. Wang
MRCN: A Novel Modality Restitution and Compensation Network for Visible-Infrared Person Re-Identification
The AAAI Conference on Artificial Intelligence (AAAI), Vol 37, Pages 3498-3506, Washington, DC, USA, February 7-14, 2023
X. Zou, Y. Yan, J. Xue, S. Chen, H. Wang
Learn-to-Decompose: Cascaded Decomposition Network for Cross-Domain Few-Shot Facial Expression Recognition
European Conference on Computer Vision (ECCV), Pages 683-700, Tel-Aviv, Israel, October 23-27, 2022
X. Shang, Y. Lu, G. Huang, H. Wang
Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features
International Joint Conference on Artificial Intelligence (IJCAI), Pages 2218-2224, Vienna, Austria, July 23-29, 2022
X. Zou, Y. Yan, J. Xue, S. Chen, H. Wang
When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework
The AAAI Conference on Artificial Intelligence (AAAI), Vol 36, Pages 5367-5375, Virtual Event, February 22-March 1, 2022
R. Mo, Y. Yan, J. Xue, S. Chen, and H. Wang
D³Net: Dual-Branch Disturbance Disentangling Network for Facial Expression Recognition
The ACM International Conference on Multimedia (ACM MM), Pages 779-787, Virtual Event, China, October 20-24, 2021
X. Wang, W. Ye, Z. Qi, X. Zhao, G. Wang, Y. Shan and H. Wang
Semantic-Guided Relation Propagation Network for Few-Shot Action Recognition
The ACM International Conference on Multimedia (ACM MM), Pages 816-825, Virtual Event, China, October 20-24, 2021
Y. Zhang, Y. Yan, Y. Lu and H. Wang
Towards a Unified Middle Modality Learning for Visible-Infrared Person Re-Identification
The ACM International Conference on Multimedia (ACM MM), Pages 788-796, Virtual Event, China, October 20-24, 2021
D. Ruan, Y. Yan, S. Lai, Z. Chai, C. Shen and H. Wang
Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Pages 7660-7669, Virtual Event, June 19-25, 2021
Y. Shu, Y. Yan, S. Chen, J. Xue, C. Shen and H. Wang
Learning Spatial-Semantic Relationship for Facial Attribute Recognition with Limited Labeled Data
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Pages 11916-11925, Virtual Event, June 19-25, 2021
D. Ruan, Y. Yan, S. Chen, J. Xue and H. Wang
Deep Disturbance-Disentangled Learning for Facial Expression Recognition
The ACM International Conference on Multimedia (ACM MM), Pages 2833-2841, Seattle, United States, October 12-16, 2020.
L. Lin, H. Chen, H. Zhang, J. Liang, Y. Li, Y. Shan, and H. Wang
Dual Semantic Fusion Network for Video Object Detection
The ACM International Conference on Multimedia (ACM MM), Pages 1855-1863, Seattle, United States, October 12-16, 2020.
H. Chen, D. Suter, Q. Wu and H. Wang
End-to-End Learning of Object Motion Estimation from Retinal Events for Event-Based Object Tracking
The AAAI Conference on Artificial Intelligence (AAAI), Vol 34, Pages 10534-10541, New York, USA, February 7-12, 2020
H. Chen, Q. Wu, Y. Liang, X. Gao and H. Wang
Asynchronous Tracking-by-Detection on Adaptive Time Surfaces for Event-Based Object Tracking
The ACM International Conference on Multimedia (ACM MM), Pages 473-481, Nice, France, October 21-25, 2019
S. Lin, G. Xiao, Y. Yan, D. Suter and H. Wang
Hypergraph Optimization for Multi-Structural Geometric Model Fitting
The AAAI Conference on Artificial Intelligence (AAAI), Vol 33, Pages 8730-8737, Honolulu, Hawaii, USA, January 27-February 1, 2019
Y. Liang, Q. Wu, Y. Liu, Y. Yan and H. Wang
Robust Correlation Filter Tracking with Shepherded Instance-Aware Proposals
The ACM International Conference on Multimedia (ACM MM), Pages 420-428, Seoul, Korea, October 22-26, 2018
G. Xiao, H. Wang, Y. Yan and D. Suter
Superpixel-Based Two-View Deterministic Fitting for Multiple-Structure Data
European Conference on Computer Vision (ECCV), Pages 517-533, Amsterdam, Netherlands,October 8-16, 2016
H. Wang, G. Xiao, Y. Yan and D. Suter
Mode-Seeking on Hypergraphs for Robust Geometric Model Fitting
IEEE International Conference on Computer Vision (ICCV), Pages 2902-2910, Santiago, Chile, December 13-16, 2015
X. Li, A. Dick, H. Wang, C. Shen and A. Hengel
Graph Mode-Based Contextual Kernels for Robust SVM Tracking
IEEE International Conference on Computer Vision (ICCV), Pages 1156-1163, Barcelona, Spain, November 6-13, 2011
T. Chin, D. Suter, and H. Wang
Multi-Structure Model Selection via Kernel Optimisation
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Pages 3586-3593, San Francisco, CA, USA, June 13-18, 2010.
T. Chin, H. Wang and D. Suter
The Ordered Residual Kernel for Robust Motion Subspace Clustering
Advances in Neural Information Processing Systems (NIPS), Pages 333-341, Vancouver, British Columbia, Canada, December 7-10, 2009
T. Chin, H. Wang and D. Suter
Robust Fitting of Multiple Structures: The Statistical Learning Approach
IEEE International Conference on Computer Vision (ICCV), Pages 413-420, Kyoto, Japan, September 29-October 2, 2009
H. Wang, D. Mirota, M. Ishii and G. Hager
Robust Motion Estimation and Structure Recovery from Endoscopic Image Sequences with an Adaptive Scale Kernel Consensus Estimator
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Pages 1-7, Anchorage, Alaska, USA, June 23-28, 2008
H. Wang, D. Suter and K. Schindler
Effective Appearance Model and Similarity Measure for Particle Filtering and Visual Tracking
Lecture Notes in Computer Science, European Conference on Computer Vision (ECCV), Graz, Austria, Vol 3953, Pages 606-618, May 7-13, 2006.
K. Schindler, J. U, and H. Wang
Perspective n-View Multibody Structure-and-Motion Through Model Selection
Lecture Notes in Computer Science, European Conference on Computer Vision (ECCV), Graz, Austria, Vol 3951, Pages 606-619, May 7-13, 2006.
H. Wang and D. Suter
Robust Fitting by Adaptive-Scale Residual Consensus
Lecture Notes in Computer Science, European Conference on Computer Vision (ECCV), Prague, Czech Republic, Vol 3023, Pages 107-118, May 11-14, 2004.
H. Wang and D. Suter
Variable Bandwidth QMDPE and Its Application in Robust Optical Flow Estimation
IEEE International Conference on Computer Vision (ICCV), Vol 1, Pages 178-183, Nice, France, October 13-16, 2003
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