Jun Wan's Homepage

Book/Chapter :

[1] One Chapter in "Gestureure Recognition", Spring, 2017. [PDF]

Journal(*corresponding author):

[13] Zichang Tan, Jun Wan*, Zhen Lei, Ruicong Zhi, Guodong Guo, Stan Z. Li, "Efficient Group-n Encoding and Decoding for Facial Age Estimation", IEEE TPAMI 2017 (accept). [PDF][Project]

[12] Jun Wan*, Zichang Tan, Zhen Lei, Guodong Guo, Stan Z. Li, "Auxiliary Demographic Information Assisted Age Estimation with Cascaded Structure", IEEE Transactions on Cybernetics 2017 (accept). [PDF]

[11] Jiali Duan, Jun Wan*, Shuai Zhou, Xiaoyuan Guo, Stan Z Li, "A Uniļ¬ed Framework for Multi-Modal Isolated Gesture Recognition", ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2017 (Accept). [PDF]

[10] 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.

[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(*corresponding author):

[18] Pichao Wang, Wanqing Li, Jun Wan*, Philio Ogunbona, Xinwang Liu, "Cooperative Training of Deep Aggregation Networks for RGB-D Action Recognition", AAAI, 2018. [PDF]

[17] 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]

[16] 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]

[15] 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]

[14] 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]

[13] 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.

[12] 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.

[11] 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.

[10] 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.

[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.

Others (*corresponding author):

[1] Jiali Duan, Shuai Zhou, Jun Wan*, Xiaoyuan Guo, Stan Z Li, "Multi-Modality Fusion based on Consensus-Voting and 3D Convolution for Isolated Gesture Recognition", arxiv, 2016. [PDF]

Contact

Jun Wan

Assistant Professor

Room 1411, Intelligent Building

95 Zhongguancun Donglu,

Haidian District,

Beijing 100190, China.

Email:

jun.wan at ia.ac.cn

joewan10 at gmail.com