Personal information

gesture/action recognition, facial attribute analysis (age estimation, gender and race classification)

Biography

Journal:
[9] 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.
[8] 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 .
[7] 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.
[6] 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.
[5] Wei Li, Qiuqi Ruan, Jun Wan "Dimensionality Reduction Using Graph-embedded Probability-based Semi-supervised Discriminant Analysis", Neurocomputing, 2014.
[4] 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.
[3] 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.
[2] Wei Li, Qiuqi Ruan, Jun Wan "Graph-preserving shortest feature line segment for dimensionality reduction", Neurocomputing, vol 110, pp 80-91, 2013.
[1] 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:
[10] Zichang Tan, Shuai Zhou, Jun Wan*, Zhen Lei, and Stan Z. Li "Age Estimation Based on A Single Network with Soft Softmax of Aging Modeling", ACCV, 2016
[9] 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.
[8] 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.
[7] 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.
[6] 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.
[5] 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.
[4] 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.
[3] 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.
[2] 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.
[1] 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.

Activities

Employment (1)

National Laboratory of Pattern Recognition: Beijing, CN

2015-01-28 to present | Assistant Professor ( Institute of Automation, Chinese Academy of Sciences)
Employment
Source: Self-asserted source
jun wan

Education and qualifications (1)

Institute of Information Science: Beijing, CN

2009-09-05 to 2015-01-18 | phd (Beijing Jiaotong University)
Education
Source: Self-asserted source
jun wan

Works (30)

Vision Transformer With Relation Exploration for Pedestrian Attribute Recognition

IEEE Transactions on Multimedia
2025 | Journal article
Contributors: Hao Tan; Zichang Tan; Dunfang Weng; Ajian Liu; Jun Wan; Zhen Lei; Stan Z. Li
Source: check_circle
Crossref

DCL: Dipolar Confidence Learning for Source-Free Unsupervised Domain Adaptation

IEEE Transactions on Circuits and Systems for Video Technology
2024 | Journal article
Contributors: Qing Tian; Heyang Sun; Shun Peng; Yuhui Zheng; Jun Wan; Zhen Lei
Source: check_circle
Crossref

Dual Balanced Class-Incremental Learning With im-Softmax and Angular Rectification

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
Contributors: Ruicong Zhi; Yicheng Meng; Junyi Hou; Jun Wan
Source: check_circle
Crossref

Surveillance Face Anti-Spoofing

IEEE Transactions on Information Forensics and Security
2024 | Journal article
Contributors: Hao Fang; Ajian Liu; Jun Wan; Sergio Escalera; Chenxu Zhao; Xu Zhang; Stan Z. Li; Zhen Lei
Source: check_circle
Crossref

Unsupervised Multitarget Domain Adaptation With Dictionary-Bridged Knowledge Exploitation

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
Contributors: Qing Tian; Chuang Ma; Meng Cao; Jun Wan; Zhen Lei; Songcan Chen
Source: check_circle
Crossref

FM-CLIP: Flexible Modal CLIP for Face Anti-Spoofing

2024-10-28 | Conference paper
Contributors: Ajian Liu; Hui Ma; Junze Zheng; Haocheng Yuan; Xiaoyuan Yu; Yanyan Liang; Sergio Escalera; Jun Wan; Zhen Lei
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Crossref

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
2024-08 | Journal article
Contributors: Kunchi Li; Hongyang Chen; Jun Wan; Shan Yu
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Crossref

A Unified Multimodal De- and Re-Coupling Framework for RGB-D Motion Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence
2023 | Journal article
Contributors: Benjia Zhou; Pichao Wang; Jun Wan; Yanyan Liang; Fan Wang
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Crossref

Divergence-Driven Consistency Training for Semi-Supervised Facial Age Estimation

IEEE Transactions on Information Forensics and Security
2023 | Journal article
Contributors: Zenghao Bao; Zichang Tan; Jun Wan; Xibo Ma; Guodong Guo; Zhen Lei
Source: check_circle
Crossref

FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofing

IEEE Transactions on Information Forensics and Security
2023 | Journal article
Contributors: Ajian Liu; Zichang Tan; Zitong Yu; Chenxu Zhao; Jun Wan; Yanyan Liang; Zhen Lei; Du Zhang; Stan Z. Li; Guodong Guo
Source: check_circle
Crossref

General vs. Long-Tailed Age Estimation: An Approach to Kill Two Birds With One Stone

IEEE Transactions on Image Processing
2023 | Journal article
Contributors: Zenghao Bao; Zichang Tan; Jun Li; Jun Wan; Xibo Ma; Zhen Lei
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Crossref

CKDF: Cascaded Knowledge Distillation Framework for Robust Incremental Learning

IEEE Transactions on Image Processing
2022 | Journal article
Contributors: Kunchi Li; Jun Wan; Shan Yu
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Crossref

Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection

IEEE Transactions on Information Forensics and Security
2022 | Journal article
Contributors: Ajian Liu; Chenxu Zhao; Zitong Yu; Jun Wan; Anyang Su; Xing Liu; Zichang Tan; Sergio Escalera; Junliang Xing; Yanyan Liang et al.
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Crossref

Cross-Batch Hard Example Mining With Pseudo Large Batch for ID vs. Spot Face Recognition

IEEE Transactions on Image Processing
2022 | Journal article
Contributors: Zichang Tan; Ajian Liu; Jun Wan; Hao Liu; Zhen Lei; Guodong Guo; Stan Z. Li
Source: check_circle
Crossref

Exploring the Limits of Hard Example Mining for ID Document to Selfie Matching

IEEE Transactions on Biometrics, Behavior, and Identity Science
2022-10 | Journal article
Contributors: Zichang Tan; Ajian Liu; Jun Wan; Zhen Lei; Guodong Guo
Source: check_circle
Crossref

Frequency Feature Pyramid Network With Global-Local Consistency Loss for Crowd-and-Vehicle Counting in Congested Scenes

IEEE Transactions on Intelligent Transportation Systems
2022-07 | Journal article
Contributors: Xiaoyuan Yu; Yanyan Liang; Xuxin Lin; Jun Wan; Tian Wang; Hong-Ning Dai
Source: check_circle
Crossref

ChaLearn Looking at People: IsoGD and ConGD Large-Scale RGB-D Gesture Recognition

IEEE Transactions on Cybernetics
2022-05 | Journal article
Contributors: Jun Wan; Chi Lin; Longyin Wen; Yunan Li; Qiguang Miao; Sergio Escalera; Gholamreza Anbarjafari; Isabelle Guyon; Guodong Guo; Stan Z. Li
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Crossref

Face Anti-Spoofing via Adversarial Cross-Modality Translation

IEEE Transactions on Information Forensics and Security
2021 | Journal article
Contributors: Ajian Liu; Zichang Tan; Jun Wan; Yanyan Liang; Zhen Lei; Guodong Guo; Stan Z. Li
Source: check_circle
Crossref

Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition

IEEE Transactions on Image Processing
2021 | Journal article
Contributors: Zitong Yu; Benjia Zhou; Jun Wan; Pichao Wang; Haoyu Chen; Xin Liu; Stan Z. Li; Guoying Zhao
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Crossref

Shared Low-Rank Correlation Embedding for Multiple Feature Fusion

IEEE Transactions on Multimedia
2021 | Journal article
Contributors: Zhan Wang; Lizhi Wang; Jun Wan; Hua Huang
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Crossref

NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing

IEEE Transactions on Pattern Analysis and Machine Intelligence
2021-09-01 | Journal article
Contributors: Zitong Yu; Jun Wan; Yunxiao Qin; Xiaobai Li; Stan Z. Li; Guoying Zhao
Source: check_circle
Crossref

Cross‐ethnicity face anti‐spoofing recognition challenge: A review

IET Biometrics
2021-01 | Journal article
Contributors: Ajian Liu; Xuan Li; Jun Wan; Yanyan Liang; Sergio Escalera; Hugo Jair Escalante; Meysam Madadi; Yi Jin; Zhuoyuan Wu; Xiaogang Yu et al.
Source: check_circle
Crossref

Statistical Machine Learning for Human Behaviour Analysis

Entropy
2020-05-07 | Journal article
Contributors: Thomas B. Moeslund; Sergio Escalera; Gholamreza Anbarjafari; Kamal Nasrollahi; Jun Wan
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

CASIA-SURF: A Large-Scale Multi-Modal Benchmark for Face Anti-Spoofing

IEEE Transactions on Biometrics, Behavior, and Identity Science
2020-04 | Journal article
Contributors: Shifeng Zhang; Ajian Liu; Jun Wan; Yanyan Liang; Guodong Guo; Sergio Escalera; Hugo Jair Escalante; Stan Z. Li
Source: check_circle
Crossref

Task-Oriented Feature-Fused Network With Multivariate Dataset for Joint Face Analysis

IEEE Transactions on Cybernetics
2020-03 | Journal article
Contributors: Xuxin Lin; Jun Wan; Yiliang Xie; Shifeng Zhang; Chi Lin; Yanyan Liang; Guodong Guo; Stan Z. Li
Source: check_circle
Crossref

WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild

IEEE Transactions on Multimedia
2020-02 | Journal article
Contributors: Shifeng Zhang; Yiliang Xie; Jun Wan; Hansheng Xia; Stan Z. Li; Guodong Guo
Source: check_circle
Crossref

Region-Based Context Enhanced Network for Robust Multiple Face Alignment

IEEE Transactions on Multimedia
2019-12 | Journal article
Contributors: Xuxin Lin; Yanyan Liang; Jun Wan; Chi Lin; Stan Z. Li
Source: check_circle
Crossref

Efficient Group-n Encoding and Decoding for Facial Age Estimation

IEEE Transactions on Pattern Analysis and Machine Intelligence
2018-11-01 | Journal article
Contributors: Zichang Tan; Jun Wan; Zhen Lei; Ruicong Zhi; Guodong Guo; Stan Z. Li
Source: check_circle
Crossref

Auxiliary Demographic Information Assisted Age Estimation With Cascaded Structure

IEEE Transactions on Cybernetics
2018-09 | Journal article
Contributors: Jun Wan; Zichang Tan; Zhen Lei; Guodong Guo; Stan Z. Li
Source: check_circle
Crossref

Label Distribution-Based Facial Attractiveness Computation by Deep Residual Learning

IEEE Transactions on Multimedia
2018-08 | Journal article
Contributors: Yang-Yu Fan; Shu Liu; Bo Li; Zhe Guo; Ashok Samal; Jun Wan; Stan Z. Li
Source: check_circle
Crossref