Jun Wan's Homepage

Book/ Book Chapter :

  1. Jun Wan, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li, Advances in Face Presentation Attack Detection, Synthesis Lectures on Computer Vision, Springer, 2023. [link]
  2. Jun Wan, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li (Editors), Multi-Modal Face Presentation Attack Detection, Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, 2020. [link]
  3. Thomas Moeslund, Sergio Escalera, Gholamreza Anbarjafari, Kamal Nasrollahi, Jun Wan (Editors), Statistical Machine Learning for Human Behaviour Analysis, MDPI, 2020. [PDF]
  4. Sergio Escalera, Stephane Ayache, Jun Wan, Meysam Madadi, Umut Guclu, Xavier Baro (Editors), Inpainting and Denoising Challenges, Spring, 2019. [PDF]
  5. Jun Wan, Qiuqi Ruan, Shuang Deng and Wei Li "One-shot Learning Gesture Recognition from RGB-D Data Using Bag of Features" In "Gesture Recognition", The Spring Series on Challenges in Machine Learning, pp. 329-364, 2017. [PDF]

Journal(*corresponding author):

  1. Ruicong Zhi, Yicheng Meng, Junyi Hou, Jun Wan* "Dual Balanced Class-Incremental Learning With im-Softmax and Angular Rectification", IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024. [PDF]
  2. Kunchi Li, Honyang Chen, Jun Wan, Shan Yu "ESDB: Expand The Shrinking Decision Boundary via One-to-Many Information Matching for Continual Learning with Small Memory", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024. [PDF]
  3. Benjia Zhou, Pichao Wang, Jun Wan*, Yanyan Liang, Fan Wang "A Unified Multimodal De- and Re-coupling Framework for RGB-D Motion Recognition", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023. [PDF]
  4. Hao Fang, Ajian Liu, Jun Wan*, Sergio Escalera, Chenxu Zhao, Xu Zhang, Stan Z. Li, Zhen Lei, "Surveillance Face Anti-spoofing", IEEE Transactions on Information Forensics & Security (TIFS), 2023.[PDF]
  5. Zenghao Bao, Zichang Tan, Jun Li, Jinhao Du, Jun Wan*, Xibo Ma, Zhen Lei, "General vs. Long-Tailed Age Estimation: An Approach to Kill Two Birds With One Stone", IEEE Transactions on Image Processing (TIP), 2023. [PDF]
  6. Ajian Liu, Zichang Tan, Zitong Yu, Chenxu Zaho, Jun Wan*, Yanyan Liang, Zhen Lei, Du Zhang, Guodong Guo "FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofing", IEEE Transactions on Information Forensics & Security (TIFS), 2023. [PDF]
  7. Zenghao Bao, Yutian Luo, Zichang Tan, Jun Wan, Xibo Ma, Zhen Lei "Deep Domain-Invariant Learning for Facial Age Estimation", Neurocomputing, 2023. [PDF]
  8. Qing Tian, Heyang Sun, Shun Peng, Yuhui Zheng, Jun Wan, Zhen Lei, "DCL: Dipolar Confidence Learning for Source-Free Unsupervised Domain Adaptation", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023.
  9. Zichang Tan, Jun Li, Jinhao Du, Jun Wan, Zhen Lei, Guodong Guo, "NCL++: Nested Collaborative Learning for long-tailed visual recognition", Pattern Recognition (PR), 2023. [PDF]
  10. Zenghao Bao, Zichang Tan, Jun Wan*, Xibo Ma, Guodong Guo, Zhen Lei "Divergence-driven Consistency Training for Semi-Supervised Facial Age Estimation", IEEE Transactions on Information Forensics & Security (TIFS), 2022. [PDF]
  11. Zichang Tan, Ajian Liu, Jun Wan, Zhen Lei, Guodong Guo, "Exploring the Limits of Hard Example Mining for ID Document to Selfie Matching", IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM), 2022. [PDF]
  12. Ajian Liu, Chenxu Zhao, Zitong Yu, Jun Wan*, Anyang Su, Xing Liu, Zichang Tan, Sergio Escalera, Junlinag Xing, Yanyan Liang, Zhen Lei, Guodong Guo, Stan Z. Li, Du Zhang, "Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection", IEEE Transactions on Information Forensics & Security (TIFS), 2022. [PDF]
  13. Kunchi Li, Jun Wan, Shan Yu, "CKDF: Cascaded Knowledge Distillation Framework for Robust Incremental Learning", IEEE Transactions on Image Processing (TIP), 2022. [PDF]
  14. Zichang Tan , Ajian Liu , Jun Wan*, Hao Liu ,Zhen Lei, Guodong Guo, Stan Z. Li, "Cross-Batch Hard Example Mining with Pseudo Large Batch for ID vs. Spot Face Recognition", IEEE Transactions on Image Processing (TIP), Vol 31, page 3224-3235,2022. [PDF]
  15. Xiaoyuan Yu, Yanyan Liang, Xuxin Lin, Jun Wan, Tian Wang, Hong-Ning Dai, "Frequency Feature Pyramid Network With Global-Local Consistency Loss for Crowd-and-Vehicle Counting in Congested Scenes", IEEE Transactions on Intelligent Transportation Systems (TITS), 2022. [PDF]
  16. Yang Yang, Zichang Tan, Prayag Tiwari, Hari Mohan Pandey, Jun Wan*, Zhen Lei, Guodong Guo, Stan Z. Li, "Cascaded Split-and-Aggregate Learning with Feature Recombination for Pedestrian Attribute Recognition", International Journal of Computer Vision (IJCV), 2021. [PDF]
  17. Jun Wan, Sergio Escalera, Hugo Jair Escalante, Guodong Guo, Stan Z. Li, "Special Issue on Face Presentation Attack Detection", IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM), 2021. [PDF]
  18. 赵耀, 田永鸿, 党建武, 付树军, 王恒友, 万军, 安高云, 杜卓然, 廖理心, 韦世奎, "面向智慧城市的交通视频结构化分析前沿进展", 中国图象图形学报, vol 26, no. 6, pp 1227-1253, 2021. [PDF]
  19. Zitong Yu, Benjia Zhou, Jun Wan*, Pichao Wang, Haoyu Chen, Xin Liu, Stan Z. Li, Guoying Zhao, "Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition", IEEE Transactions on Image Processing (TIP), 2021. [PDF]
  20. Ajian Liu, Zichang Tan, Jun Wan*, Yanyan Liang, Zhen Lei, Guodong Guo, Stan Z. Li, "Face Anti-spoofing via Adversarial Cross-modality Translation", IEEE Transactions on Information Forensics & Security (TIFS), 2021. [PDF]
  21. Benjia Zhou, Jun Wan*, Yanyan Liang, Guodong Guo, "Adaptive Cross-Fusion Learning for Multi-modal Gesture Recognition", Virtual Reality & Intelligent Hardware (VRIH), 2020. [PDF]
  22. Zitong Yu, Jun Wan*, Yunxiao Qin, Xiaobai Li, Stan Z. Li, Guoying Zhao*, "NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-spoofing", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 (accepted). [PDF]
  23. Ajian Liu, Xuan Li, Jun Wan*, Yanyan Liang, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li,, "Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review", IET Biometrics, 2020. [PDF] (high-impact article selected by IET)
  24. Jun Wan*, Chi Lin, Longyin Wen, Yunan Li, Qiguang Miao, Sergio Escalera, Gholamreza Anbarjafari, Isabelle Guyon, Guodong Guo, Stan Z. Li, "ChaLearn Looking at People: IsoGD and ConGD Large-scale RGB-D Gesture Recognition", IEEE Transactions on Cybernetics (TCYB), 2020 (accepted). [PDF]
  25. Zhan Wang, Lizhi Wang, Jun Wan, Hua Huang, "Shared low-rank correlation embedding for multiple feature fusion", IEEE Transactions on Multimedia, 2020.
  26. Thomas B. Moeslund, Sergio Escalera, Gholamreza Anbarjafari, Kamal Nasrollahi, Jun Wan, "Statistical Machine Learning for Human Behaviour Analysis", Entropy, 2020. [PDF]
  27. Sergio Escalera, Hugo Jair Escalante, Xavier Baro, Isabelle Guyon, Meysam Madadi, Jun Wan, Stephane Ayache, Yagmur Gucluurk, and Umut Guclu, "Guest Editorial: Image and Video Inpainting and Denoising", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020.
  28. Yunan Li, Jun Wan*, Qiguang Miao, Sergio Escalera, Huijuan Fang, Huizhou Chen, Xiangda Qi and Guodong Guo, "CR-Net: A Deep Classification-Regression Network for Multimodal Apparent Personality Analysis", International Journal of Computer Vision (IJCV), 2020. [PDF]
  29. Shifeng Zhang, Ajian Liu, Jun Wan*, Yanyan Liang, Guodong Guo, Sergio Escalera, Hugo Jair Escalante and Stan Z. Li, "CASIA-SURF: A Large-scale Multi-modal Benchmark for Face Anti-spoofing", IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM), 2020. [PDF]
  30. (Best Paper Award selected by IEEE Biometrics Council)
  31. Zichang Tan, Yang Yang, Jun Wan*, Hanyuan Huang, Guodong Guo and Stan Z. Li, "Attention based Pedestrian Attribute Analysis", IEEE Transactions on Image Processing (TIP), Vol 28, No. 12, 6126-6140, 2019. [PDF]
  32. Shifeng Zhang, Yiliang Xie, Jun Wan*, Hansheng Xia, Stan Z. Li and Guodong Guo, "WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild", IEEE Transactions on Multimedia (TMM), 2019. [PDF]
  33. Xuxin Lin, Jun Wan, Yiliang Xie, Shifeng Zhang, Chi Lin, Yanyan Liang, Guodong Guo, Stan Z. Li, "Task-Oriented Feature-Fused Network With Multivariate Dataset for Joint Face Analysis", IEEE Transactions on Cybernetics (TCYB), 2019. [PDF]
  34. Gholamreza Anbarjafari, Sergio Escalera, Kamal Nasrollahi, Hugo Jair Escalante, Xavier Baro, Jun Wan, Thomas B. Moeslund, "Guest editorial: special issue on human abnormal behavioural analysis", Machine Vision and Applications (MVA), 2019. [PDF]
  35. Xuxin Lin, Yanyan Liang, Jun Wan, Chi Lin, Stan Z. Li, "Region-based Context Enhanced Network for Robust Multiple Face Alignment", IEEE Transactions on Multimedia (TMM), 2019. [PDF]
  36. Yunfang Fu, Qiuqi Ruan, Ziyan Luo, Yi Jin, Gaoyun An, Jun Wan, "FERLrTc: 2D+3D facial expression recognition via low-rank tensor completion", Signal Processing, Vol 161, pp.74-88, 2019. [PDF]
  37. Pichao Wang, Wanqing Li, Philip Ogunbona, Jun Wan*, Sergio Escalera, "RGB-D-based Human Motion Recognition with Deep Learning: A Survey", Computer Vision and Image Understanding (CVIU), Vol 171, PP 118-139, 2018. [PDF]
  38. Jianzhu Guo, Zhen Lei, Jun Wan*, Egils Avots, Noushin Hajarolasvadi, Boris Knyazev, Artem Kuharenko, Julio C. S. Jacques Junior, Xavier Bar, Hasan Demirel, Sergio Eecalera, Juri Allik, and Gholareza Anbarjafari, "Dominant and Complementary Emotion Recognition from Still Images of Faces", IEEE ACCESS, vol 6, pp 2169-3536, 2018. [PDF]
  39. Jun Wan*, Sergio Escaler, Francisco J. Perales, Josef Kittler, "Articulated Motion and Deformable Objects", Pattern Recognition (PR), vol 79, pp. 55-64, 2018. [PDF]
  40. Yang-Yu Fan, Shu Liu, Bo Li, Zhe Guo, Ashok Samal, Jun Wan, Stan Z. Li, "Label Distribution-Based Facial Attractiveness Computation by Deep Residual Learning", IEEE Transactions on Multimedai (TMM), Vol 20, No, 8, pp. 2196-2208, 2018. [PDF]
  41. Zichang Tan, Jun Wan*, Zhen Lei, Ruicong Zhi, Guodong Guo, Stan Z. Li, "Efficient Group-n Encoding and Decoding for Facial Age Estimation", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol 40, No. 11, 2018 [PDF][Project]
  42. Jun Wan*, Zichang Tan, Zhen Lei, Guodong Guo, Stan Z. Li, "Auxiliary Demographic Information Assisted Age Estimation with Cascaded Structure", IEEE Transactions on Cybernetics, Vol 48, No. 9, pp. 2531-2541, 2018. [PDF]
  43. Jiali Duan, Jun Wan*, Shuai Zhou, Xiaoyuan Guo, Stan Z Li, "A Unified Framework for Multi-Modal Isolated Gesture Recognition", ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Vol. 9, No. 4, Article 39, 2017. [PDF]
  44. Hugo Jair Escalante, Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Jun Wan, "Principal motion components for one-shot gesture recognition", Pattern Analysis and Applications, vol 20, no. 1, pp.167-182, 2017.
  45. Jun Wan*, Guodong Guo, Stan Z Li, "Explore efficient local features from RGB-D data for one shot learning gesture recognition", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 38, no. 8, pp. 1626-1639, 2016.
  46. Jun Wan*, Vassilis Athitsos, Pat Jangyodsuk, Hugo Jair Escalante, Qiuqi Ruan, and Isabelle Guyon "CSMMI: Class-Specific Maximization of Mutual Information for Action and Gesture Recognition", IEEE Transactions on Image Processing (TIP), vol 23(7), pp.3152-3165, 2014.
  47. Jun Wan*, Qiuqi Ruan, and Wei Li, "3D SMoSIFT: Three-dimensional Sparse Motion Scale Invariant Feature Transform for Activity Recognition from RGB-D Videos", Journal of Electronic Imaging, 23(2), 023017, 2014.
  48. Jun Wan*, Qiuqi Ruan, Gaoyun An, Wei Li, Yanyan Liang, and Ruizhen Zhao, "The Dynamic Model Embed in Augmented Graph Cuts for Robust Hand Tracking and Segmentation in Videos," Mathematical Problems in Engineering, vol. 2014, Article ID 320141, 12 pages, 2014.
  49. Wei Li, Qiuqi Ruan, Jun Wan "Dimensionality Reduction Using Graph-embedded Probability-based Semi-supervised Discriminant Analysis", Neurocomputing, 2014.
  50. Jun Wan, Qiuqi Ruan, Shuang Deng and Wei Li "One-shot Learning Gesture Recognition from RGB-D Data Using Bag of Features", Journal of Machine Learning Research (JMLR), pp. 2549-2582, vol 14, 2013.
  51. Wei Li, Qiuqi Ruan, Jun Wan "Fuzzy Nearest Feature Line-based Manifold Embedding for Facial Expression Recognition", Journal of Information Science and Engineering, vol 20, no 2, pp 329-346, 2013.
  52. Wei Li, Qiuqi Ruan, Jun Wan "Graph-preserving shortest feature line segment for dimensionality reduction", Neurocomputing, vol 110, pp 80-91, 2013.
  53. Wei Li, Qiuqi Ruan, Jun Wan "Semi-supervised dimensionality reduction using estimated class membership probabilities", Journal of Electronic Imaging, vol 21(4), 043010, 2012.

Conference(*corresponding author):

  1. Hao Fang, Ajian Liu, Haocheng Yuan, Junze Zheng, Dingheng Zeng, Yanhong Liu, Jiankang Deng, Sergio Escalera, Xiaoming Liu, Jun Wan*, Zhen Lei, "Unified Physical-Digital Face Attack Detection", IJCAI, 2024.[PDF]
  2. Ajian Liu, Shuai Xue, Jianwen Gan, Jun Wan*, Yanyan Liang, Jiankang Deng, Sergio Escalera, Zhen Lei, "CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing", CVPR, 2024.[PDF] (selected as CVPR Highlight paper )
  3. Zhigang Chen, Benjia Zhou, Jun Li, Jun Wan*, Zhen Lei, Ning Jiang, Quan Lu, Guoqing Zhao, "Factorized Learning Assisted with Large Language Model for Gloss-free Sign Language Translation", COLING, 2024.[PDF]
  4. Yuhong He, Yongqi Zhang, Shizhu He, Jun Wan*, "BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation", COLING, 2024.[PDF]
  5. Hao Tan, Jun Li, Yizhuang Zhou, Jun Wan*, Zhen Lei, Xiangyu Zhang, "Compound Text-Guided Prompt Tuning via Image-Adaptive Cues", AAAI, 2024.[PDF]
  6. Hao Fang, Ajian Liu, Ning Jiang, Quan Li, Guoqing Zhao, Jun Wan*, "VL-FAS: Domain Generalization via Vision-Language Model for Face Anti-spoofing", ICASSP, 2024.[PDF]
  7. Benjia Zhou, Zhigang Chen, Albert Clapes, Jun Wan*, Yanyan Liang, Sergio Escalera, Zhen Lei, Du Zhang, "Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining", ICCV, 2023.[PDF]
  8. Dong Wang, Jia Guo, Qiqi Shao, Haochi He, Zhian Chen, Chuanbao Xiao, Ajian Liu, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Jun Wan, Jiankang Deng, "Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results", CVPR workshop, 2023. [PDF]
  9. Hao Fang, Ajian Liu, Jun Wan*, Sergio Escalera, Hugo Jair Escalante, and Zhen Lei, "Surveillance Face Presentation Attack Detection Challenge", CVPR workshop, 2023. [PDF]
  10. Ajian Liu, Zichang Tan, Yanyan Liang, Jun Wan*, "Attack-Agnostic Deep Face Anti-Spoofing", CVPR workshop, 2023. [PDF]
  11. Sunyuan Qiang, Jiayi Hou, Jun Wan*, Yanyan Liang*, Zhen Lei, Du Zhang "Mixture Uniform Distribution Modeling and Asymmetric Mix Distillation for Class Incremental Learning", AAAI, 2023. [PDF]
  12. Ajian Liu, Jun Wan, Ning Jiang, Hongbin Wang, Yanyan Liang "Disentangling Facial Pose and Appearance Information for Face Anti-spoofing", ICPR, 2022. [PDF]
  13. Jun Li, Zichang Tan, Jun Wan*, Zhen Lei, Guodong Guo "Nested Collaborative Learning for Long-Tailed Visual Recognition", CVPR, 2022. [PDF]
  14. Benjia Zhou, Pichao Wang, Jun Wan*, Yanyan Liang, Fan Wang, Du Zhang, Zhen Lei, Hao Li, Rong Jin "Decoupling and Recoupling Spatiotemporal Representation for RGB-D-based Motion Recognition", CVPR, 2022. [PDF]
  15. Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Jun Wan*, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo "3D High-Fidelity Mask Face Presentation Attack Detection Challenge", ICCVW, 2021 (accepted). [PDF]
  16. Zenghao Bao, Zichang Tan, Yu Zhu, Jun Wan*, Xibo Ma, Zhen Lei, Guodong Guo, "LAE : Long-tailed Age Estimation", Computer Analysis of Images and Patterns(CAIP), 2021 (accepted). [PDF]
  17. Benjia Zhou, Yunan Li, Jun Wan*, "Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition", AAAI, 2021 (accepted). [PDF]
  18. Ajian Liu, Zichang Tan, Jun Wan*, Sergio Escalera, Guodong Guo, Stan Z. Li, "CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing", WACV, 2021 (accepted). [PDF]
  19. Xuan Li, Jun Wan, Yi Jin, Ajian Liu, Guodong Guo, Stan Z. Li, "3DPC-Net: 3D Point Cloud Network for Face Anti-spoofing", IJCB, 2020. [PDF]
  20. Zichang Tan, Yang Yang, Jun Wan*, Guodong Guo, Stan Z. Li, "Relation-Aware Pedestrian Attribute Recognition with Graph Convolutional Networks", AAAI, 2020. [PDF]
  21. Qi Yuan, Jun Wan*, Lin Chi et al., "Global and Local Spatial-Attention Network for Isolated Gesture Recognition", Chinese Conference Biometric Recognition (CCBR), 2019 [PDF] (Best Paper poster).
  22. Zichang Tan, Yang Yang, Jun Wan*, Guodong Guo, Stan Z. Li, "Deeply-learned Hybrid Representation for Facial Age Estimation", IJCAI, 2019. [PDF]
  23. Ajian Liu, Jun Wan*, Sergio Escalera, Hugo Jair Escalante, Zichang Tan, Qi Yuan, Kai Wang, Chi Lin, Guodong Guo, Isabelle Guyon, Stan Z. Li, "Multi-modal Face Anti-spoofing Attack Detection Challenge at CVPR2019", CVPR workshop, 2019. [PDF], [Apply for Link])
  24. Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan*, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li, "A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing", CVPR, 2019. [PDF], [Apply for Link])
  25. Chi Lin, Jun Wan, Yanyan Liang, Stan Z. Li, "Large-scale Isolated Gesture Recognition Using Masked Res-C3D Network and Skeleton LSTM", In Proceedings of the 13th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2018) , 2018. [PDF]
  26. Lipeng Wan, Jun Wan, Yi Jin, Zichang Tan, Stan Z. Li, "Fine-grained Multi-attribute Adversarial Learning for Face Generation of Age, Gender and Ethnicity", In Proceedings of the 11th IAPR International Conference on Biometrics (ICB2018, oral), 2018. [PDF] [PPT]
  27. Pichao Wang, Wanqing Li, Jun Wan*, Philio Ogunbona, Xinwang Liu, "Cooperative Training of Deep Aggregation Networks for RGB-D Action Recognition", the Thirty-Second AAAI Conference on Artificial Intelligence, pp. 7404-7411, 2018 (Oral). [PDF]
  28. Jun Wan*, Sergio Escalera, Anbarjafari Gholamreza, Hugo Jair Escalante, Xavier Baro, Isabelle Guyon, Meysam Madadi, Allik Juri, Gorbova Jelena, Chi Lin, Yiliang Xie, "Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real versus Fake Expressed Emotions Challenges ", ICCV Workshops, 2017. [PDF]
  29. Yiliang Chen, Zichang Tan, Alex Po Leung, Jun Wan, Jianguo Zhang, "Multi-Region Ensemble Convolutional Neural Networks for High Accuracy Age Estimation", BMVC 2017. [PDF]
  30. Jianzhu Guo, Shuai Zhou, Jinlin Wu, Jun Wan*, Xiangyu Zhu, Zhen Lei, Stan Z. Li "Multi-modality Network with Visual and Geometrical Information for Micro Emotion Recognition", FG workshop 2017. [PDF][Code]
  31. Hugo Jair Escalante, Victor Pibce-Lopez, Jun Wan, Michael A. Riegler, Baiyu Chen, Albert Clapes, Serigio Escalera, Isabelle Guyon, Xavier Baro, Pal Halvorsen, Henning Muller, Martha Larson, "ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview", ICPR workshop 2016. [PDF]
  32. Zichang Tan, Shuai Zhou, Jun Wan*, Zhen Lei, Stan Z. Li "Age Estimation Based on A Single Network with Soft Softmax of Aging Modeling", In Proceedings of the 13th Asian Conference on Computer Vision (ACCV2016). Taipei, China, 2016.
  33. Shuai Zhou, Yanyan Liang, Jun Wan*, Stan Z. Li "Facial Expression Recognition Based on Multi-Scale CNNs", In Proceedings of the 11th Chinese Conference on Biometrics, (CCBR2016). Sichuang, China, 2016.
  34. Ting Liu, Jun Wan, Tingzhao Yu, Zhen Lei, Stan Z. Li "Age Estimation based on Multi-Region Convolutional Neural Network", In Proceedings of the 11th Chinese Conference on Biometrics, (CCBR2016). Sichuang, China, 2016.
  35. Jun Wan, Yibing Zhao, Shuai Zhou, Isabelle Guyon, Sergio Escalera and Stan Z. Li, "ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition", CVPR workshop, 2016.
  36. Shuo Wang, Bing Yang, Zhen Lei, Jun Wan, Stan Z. Li "A Convolutional Neural Network Combined with Agregate Channel Feature for Face Detection", the 6th IET International Conference on Wireless, Mobile & Multimedia Networks (ICWMMN2015), Beijing, China, 2015.
  37. Ting Liu, Zhen Lei, Jun Wan, Stan Z. Li "DFDnet: Discriminant Face Descriptor Network for Facial Age Estimation", In Proceedings of the 10th Chinese Conference on Biometrics, (CCBR2015). Tianjin, China, Nov. 13-15, 2015.
  38. Jun Wan, Qiuqi Ruan, Gaoyun An, Wei Li "Hand tracking and segmentation via graph cuts and dynamic model in sign language videos", Signal Processing (ICSP), IEEE 11th International Conference on, pp. 1135-1138, 2012.
  39. Jun Wan, Qiuqi Ruan, Gaoyun An, Wei Li "Gesture recognition based on Hidden Markov Model from sparse representative observations", Signal Processing (ICSP), IEEE 11th International Conference on, pp. 1180-1183, 2012.
  40. Wei Li, Qiuqi Ruan, Gaoyun An, Jun Wan "Feature extraction of multimodal data by cluster-based correlation discriminative analysis", Signal Processing (ICSP), IEEE 11th International Conference on, pp. 797-800, 2012.
  41. Wei Li, Qiuqi Ruan, Gaoyun An, Jun Wan "Discriminative uncorrelated neighborhood preserving projection for facial expression recognition", Signal Processing (ICSP), IEEE 11th International Conference on, pp. 801-805, 2012.
  42. Jun Wan, Qiuqi Ruan, Yingchun Li "A New Method of Automatic Recognition of B-Mode Ultrasound Imaging of Common Carotid Artery in Longitude", Bioinformatics and Biomedical Engineering, 4th International Conference on, pp.1-4, 2010.
  43. Jun Wan, Qiuqi Ruan, Wei Li "Using two methods for recognition common carotid artery of B-mode longitudinal ultrasound image", Signal Processing (ICSP), IEEE 10th International Conference on, pp. 1-4, 2010.
  44. Wei Li, Qiuqi Ruan, Jun Wan "Two-dimensional uncorrelated linear discriminant analysis for facial expression recognition", Signal Processing (ICSP), IEEE 10th International Conference on, pp. 1362-1365, 2010.

Contact

Jun Wan (万军)

Professor

National Laboratory of Pattern Recognition, CASIA

Room 1401, Intelligent Building

95 Zhongguancun Donglu,

Haidian District,

Beijing 100190, China.

Email:

jun.wan at ia.ac.cn

joewan10 at gmail.com