Books

1. Stan Z. Li. Markov Random Field Modeling in Image Analysis. (3rd Edition), Springer, 2013.

2. Stan Z. Li and Anil K. Jain (eds). Handbook of Face Recognition (2nd edition). Springer, 2011.

3. Stan Z. Li and Anil K. Jain (eds). Encyclopedia of Biometrics. Springer, 2015.

4. Sébastien Marcel, Mark S. Nixon and Stan Z. Li (eds). Handbook of Biometric Anti-Spoofing: Trusted Biometrics under Spoofing Attacks. Springer, 2014.

5. Massimo Tistarelli, Stan Z. Li , Rama Chellappa (eds) . Handbook of Remote Biometrics. Springer, 2010.

6. Seong-Whan Lee, Stan Z. Li (Eds.): Advances in Biometrics. Proceedings of International Conference on Biometrics (ICB) 2007, Seoul, Korea, August 27-29, 2007.

7. Stan Z. Li, Zhenan Sun, Tieniu Tan, Sharath Pankanti, Gerard Chollet，David Zhang (eds.). Advances in Biometric Person Authentication. Lecture Notes in Computer Science, Vol. 3781. Springer. 2005.

8. Stan Z. Li, Jianhuang Lai, Tieniu Tan, Guocan Feng, Yunhong Wang (eds.). Advances in Biometric Person Authentication. Lecture Notes in Computer Science, Vol. 3338.  Springer. 2004.

9. Stan Z. Li, Dinesh P. Mital, Eam Khwang Teoh, Han Wang (eds.). Recent Developments in Computer Vision, Second Asian Conference on Computer Vision.Lecture Notes in Computer Science 1035, Springer 1996.

2020

1. Shifeng Zhang, Cheng Chi, Zhen Lei, Stan Z. Li, “RefineFace: Refinement Neural Network for High Performance Face Detection”, IEEE Transaction on Pattern Analysis and Machine Intelligence, Accepted.
2. Shifeng Zhang, Cheng Chi, Yongqiang Yao, Zhen Lei, Stan Z. Li, “Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection”, In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2020).Seattle, Washington, June 14-19, 2020.
3. Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z. Li, Xudong Zou. “PedHunter: Occlusion Robust Pedestrian Detector in Crowded Scenes”, in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, (AAAI 2020), New York, New York USA, February 7–12, 2020.
4. Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z. Li, Xudong Zou. “Relational Learning for Joint Head and Human Detection”, in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, (AAAI 2020), New York, New York USA, February 7–12, 2020.
5. Jianzhu Guo, Xiangyu Zhu, Yang Yang, Fan Yang, Zhen Lei, Stan Z. Li, “Towards Fast, Accurate and Stable 3D Dense Face Alignment”, In Proceedings of 16th European Conference on Computer Vision, (ECCV2020). Online, August 23-28, 2020.
6. Xiangyu Zhu, Fan Yang, Di Huang, Chang Yu, Hao Wang, Jianzhu Guo, Zhen Lei, Stan Z. Li, “Beyond 3DMM Space: Towards Fine-grained 3D Face Reconstruction”, In Proceedings of 16th European Conference on Computer Vision, (ECCV2020). Online, August 23-28, 2020.
7. Zezheng Wang, Chenxu Zhao, Zitong Yu, Yunxiao Qin, Xiangyu Zhu, Qiusheng Zhou, Feng Zhou, Zhen Lei, “Deep Spatial Gradient and Temporal Depth Learning for Face Anti-spoofing”, In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2020).Seattle, Washington, June 14-19, 2020.
8. Zitong Yu, Yunxiao Qin, Xiaqing Xu, Chenxu Zhao, Zezheng Wang, Zhen Lei, Guoying Zhao, “AUTO-FAS: SEARCHING LIGHTWEIGHT NETWORKS FOR FACE ANTI-SPOOFING”, in Proceedings of the 45th International Conference on Acoustics, Speech, and Signal Processing, (ICASSP 2020), Barcelona, May 4-8, 2020.
9. Yuxiao Qin, Chenxu Zhao, Xiangyu Zhu, Zezheng Wang, Zitong Yu, Tianyu Fu, Feng Zhou, Jingping Shi, Zhen Lei, “Learning Meta Model for Zero- and Few-shot Face Anti-spoofing”, in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, (AAAI 2020), New York, New York USA, February 7–12, 2020.
10. Jinlin Wu, Yang Yang, Zhen Lei, Jinqiao Wang, Stan Z. Li, Prayag Tiwari, Hari Mohan Pandey, “An end-to-end exemplar association for unsupervised person Re-identification”, Neural Networks. 2020
11. Qi Zhang, Zhen Lei, Zhaoxiang Zhang, Stan Z. Li, “Context-Aware Attention Network for Image-Text Retrieval”, In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2020).Seattle, Washington, June 14-19, 2020.
12. Chuan-Xian Ren, Bo-Hua Liang, Pengfei Ge, Yiming Zhai, Zhen Lei, “Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation”. IEEE Transactions on Information Forensics and Security, 15, 1290-1302, 2020
13. Benjia Zhou, Jun Wan, Yanyan Liang, Guodong Guo, "Adaptive Cross-Fusion Learning for Multi-modal Gesture Recognition", Virtual Reality & Intelligent Hardware (VRIH), 2020 (accepted).
14. 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).
15. 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 (accepted).
16. 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).
17. Zhan Wang, Lizhi Wang, Jun Wan, Hua Huang, "Shared low-rank correlation embedding for multiple feature fusion", IEEE Transactions on Multimedia, 2020.
18. Thomas B. Moeslund, Sergio Escalera, Gholamreza Anbarjafari, Kamal Nasrollahi, Jun Wan, "Statistical Machine Learning for Human Behaviour Analysis", Entropy, 2020.
19. 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.
20. 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.
21. 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.
22. Zichang Tan, Yang Yang, Jun Wan*, Guodong Guo, Stan Z. Li, "Relation-Aware Pedestrian Attribute Recognition with Graph Convolutional Networks", AAAI, 2020.
    

2019

1. Shifeng Zhang, Longyin Wen, Hailin Shi, Zhen Lei, Siwei Lyu, Stan Z. Li. “Single-Shot Scale-Aware Network for Real-Time Face Detection”. International Journal of Computer Vision (IJCV), 2019. (Accepted)
2. Xiangyu Zhu, Hao Liu, Zhen Lei, Hailin Shi, Fan Yang, Dong Yi, Guojun Qi, Stan Z. Li. “Large-Scale Bisample Learning on ID Versus Spot Face Recognition”. International Journal of Computer Vision (IJCV), 2019. (Accepted)
3. Xiangyu Zhu, Xiaoming Liu, Zhen Lei, Stan Z. Li, "Face Alignment In Full Pose Range: A 3D Total Solution", IEEE Transaction on Pattern Analysis and Machine Intelligence, 41(1):78-92, 2019.
4. Wei Liu, Shengcai Liao, Weidong Hu, “Towards Accurate Tiny Vehicle Detection in Complex Scenes,” in Neurocomputing, Available online 6 March 2019.
5. Xiaobo Wang, Zhen Lei, Xiaojie Guo, Changqing Zhang, Hailin Shi, Stan Z. Li. “Multi-view Subspace Clustering with Intactness-Aware Similarity”, Pattern Recognition, volume 88, 50-63, 2019.
6. 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.
7. 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.
8. 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.
9. 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.
10. 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.
11. Wei Liu, Shengcai Liao, Weiqiang Ren, Weidong Hu, Yinan Yu. “High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection.” In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2019), June 16-20, Long Beach, California, USA, 2019.
12. Chubin Zhuang, Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Jinqiao Wang, Stan Z. Li, “FLDet: A CPU Real-time Joint Face and Landmark Detector”, In Proceedings of the 12th IAPR International Conference on Biometrics, (ICB2019). Crete, Greece, June 4-7, 2019.
13. Jianzhu Guo, Xiangyu Zhu, Jinchuan Xiao, Zhen Lei, Genxun Wan, Stan Z. Li, “Improving Face Anti-Spoofing by 3D Virtual Synthesis”, In Proceedings of the 12th IAPR International Conference on Biometrics, (ICB2019). Crete, Greece, June 4-7, 2019.
14. Haibo Jin, Shifeng Zhang, Xiangyu Zhu, Yinhang Tang, Zhen Lei, Stan Z. Li, “Learning Lightweight Face Detector with Knowledge Distillation”, In Proceedings of the 12th IAPR International Conference on Biometrics, (ICB2019). Crete, Greece, June 4-7, 2019.
15. Yang Yang, Zhen Lei, Jinqiao Wang, Stan Z. Li, “In Defense of Color Names for Small-Scale Person Re-Identification”, In Proceedings of the 12th IAPR International Conference on Biometrics, (ICB2019). Crete, Greece, June 4-7, 2019.
16. Zhiwei Liu, Xiangyu Zhu, Guosheng Hu, Haiyun Guo, Ming Tang, Zhen Lei, Neil M. Robertson, Jinqiao Wang, “Semantic Alignment: Finding Semantically Consistent Ground-truth for Facial Landmark Detection”, In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2019). Long Beach, CA, June 16-June 20, 2019.
17. Hao Liu, Xiangyu Zhu, Zhen Lei, Stan Z. Li, “AdaptiveFace: Adaptive Margin and Sampling for Face Recognition”, In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2019). Long Beach, CA, June 16-June 20, 2019.
18. Jinlin Wu, Shengcai Liao, Zhen Lei, Xiaobo Wang, Yang Yang, Stan Z. Li. “Clustering and Dynamic Sampling Based Unsupervised Domain Adaption for Person Re-identification”, In Proceedings of IEEE International Conference on Multimedia and Expo, (ICME 2019), Shanghai , China, July 8-12, 2019.
19. Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z. Li, Xudong Zou. “Selective Refinement Network for High Performance Face Detection”, in Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, (AAAI 2019), Honolulu, Hawaii, USA, January 27–February 1, 2019.
    

2018

1. Wen Fang, Hai-Miao Hu, Zihao Hu, Shengcai Liao, Bo Li, “Perceptual hash-based feature description for person re-identification,” in Neurocomputing, Volume 272, Pages 520-531, 10 January 2018.
2. 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.
3. Jianqing Zhu,Huanqiang Zeng, Yongzhao Du, Zhen Lei, Lixin Zheng, Canhui Cai, “Joint Feature and Similarity Deep Learning for Vehicle Re-identification”, IEEE Access, 6(1), 43724-43731, 2018.
4. Hailin Shi, Xiangyu Zhu, Shengcai Liao, Zhen Lei, Stan Z. Li. “Ensemble Deep Network for Face Recognition in the Wild”, IEEE Transaction on Intelligent Systems (IS) (Accepted)
5. Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Xiaobo Wang, Hailin Shi, Stan Z. Li, "Detecting Face with Densely Connected Face Proposal Network," in Neurocomputing, Volume 284, Pages 119-127, 5 April 2018.
6. 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 , Vol 40, No. 11, 2018.
7. Shifeng Zhang, Longyin Wen, Xiao Bian, Zhen Lei, Stan Z. Li. “Occlusion-aware R-CNN: Detecting Pedestrians in a Crowd”. In Proceedings of European Conference on Computer Vision, (ECCV2018). Munich, Germany, September 8-14, 2018.
8. Wei Liu, Shengcai Liao, Weidong Hu, Xuezhi Liang, Xiao Chen. “Learning Efficient Single-stage Pedestrian Detectors by Asymptotic Localization Fitting.” In The 15th European Conference on Computer Vision (ECCV), Munich, Germany, September 8-14, 2018.
9. Xiaobo Wang, Zhen Lei, Shengcai Liao, Xiaojie Guo, Yang Yang, Stan Z. Li, “Dependence-Aware Feature Coding for Person Re-Identification”, IEEE Signal Processing Letters, vol 25, no. 4, pp.506-510, 2018.
10. 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.
11. Jianqing Zhu, Huanqiang Zeng, Zhen Lei, Shengcai Liao, Lixin Zheng, Canhui Cai. “A Shortly and Densely Connected Convolutional Neural Network for Vehicle Re-identification”. In Proceedings of International Conference on Pattern Recognition, (ICPR2018). Beijing, China, August 20-24, 2018.
12. Jianzhu Guo, Xiangyu Zhu, Zhen Lei, Stan Z. Li. “Face Synthesis for Eyeglasss-Robust Face Recognition”. In Proceedings of the 13th Chinese Conference on Biometrics, (CCBR2018). XinJiang, China, August 11-12, 2018.
13. Chubin Zhuang, Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Stan Z. Li. “Single Shot Attention-Based Face Detector”. In Proceedings of the 13th Chinese Conference on Biometrics, (CCBR2018). XinJiang, China, August 11-12, 2018.
14. Xiaobo Wang, Zhen Lei, Hailin Shi, Xiaojie Guo, Xiangyu Zhu, Stan Z. Li. “Co-Referenced Subspace Clustering”. In Proceedings of IEEE International Conference on Multimedia and Expo, San Diego, USA, July 23-27, 2018.
15. Wei Liu, Shengcai Liao, Weidong Hu, Xuezhi Liang, "Improving Tiny Vehicle Detection In Complex Scenes," in IEEE International Conference on Multimedia and Expo (ICME), San Diego, USA, July 23-27, 2018.
16. Xuezhi Liang, Shengcai Liao, Xiaobo Wang, Wei Liu, Stan Li, “Deep Background Subtraction with Guided Learning,” in IEEE International Conference on Multimedia and Expo (ICME), San Diego, USA, July 23-27, 2018.
17. Xiaobo Wang, Shifeng Zhang, Zhen Lei, Si Liu, Xiaojie Guo, Stan Z. Li. “Ensemble Soft-Margin Softmax Loss for Image Classification”. In Proceedings of the 27th International Joint Conference on Artificial Intelligence, (IJCAI-2018), Stockholm, Sweden, July 13-19, 2018.
18. Shifeng Zhang, Longyin Wen, Xiao Bian, Zhen Lei, Stan Z. Li. “Single-Shot Refinement Neural Network for Object Detection”. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2018). Salt Lake City, Utah, June 18-22, 2018.
19. Jinlin Wu, Hailin Shi, Shu Zhang, Zhen Lei, Yang Yang, Stan Z. Li, "De-mark GAN: Removing DenseWatermarkWith Generative Adversarial Network". In Proceedings of the 11th IAPR International Conference on Biometrics (ICB2018). Queensland, Australia, Feb. 20-23, 2018.
20. 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). Queensland, Australia, Feb. 20-23, 2018.
21. 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.
22. Jianzhu Guo, Zhen Lei, Jun Wan, EGILS AVOTS, NOUSHIN HAJAROLASVADI, BORIS KNYAZEV, ARTEM KUHARENKO, JULIO C. S. JACQUES JUNIOR, XAVIER BARó, HASAN DEMIREL, SERGIO ESCALERA, JURI ALLIK, and GHOLAMREZA ANBARJAFARI, "Dominant and Complementary Emotion Recognition from Still Images of Faces", IEEE ACCESS, vol 6, pp 2169-3536, 2018.
23. Jun Wan, Sergio Escaler, Francisco J. Perales, Josef Kittler, "Articulated Motion and Deformable Objects", Pattern Recognition, vol 79, pp. 55-64, 2018.
24. Wen Fang, Hai-Miao Hu, Zihao Hu, Shengcai Liao, Bo Li, "Perceptual hash-based feature description for person re-identification," in Neurocomputing, Volume 272, Pages 520-531, 10 January 2018.
25. 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 Multimedia, Vol 20, No, 8, pp. 2196-2208, 2018.
26. Pichao Wang, Wanqing Li, Jun Wan, Philio Ogunbona, Xinwang Liu, "Cooperative Training of Deep Aggregation Networks for RGB-D Action Recognition", AAAI, 2018.
    

2017

1. Jiali Duan, Jun Wan, Shuai Zhou, Xiaoyuan Guo, Stan Z Li, "A Uni?ed Framework for Multi-Modal Isolated Gesture Recognition", ACM Transactions on Multimedia Computing, Communications, and Applications, Vol. 9, No. 4, Article 39, 2017.
2. Jianqing Zhu, Huanqiang Zeng, Shengcai Liao, Zhen Lei, Canhui Cai, Lixin Zheng, “Deep Hybrid Similarity Learning for Person Re-identification”, IEEE Transaction on Circuits and Systems for Video Technology, 2017
3. Jianqing Zhu, Shengcai Liao, Zhen Lei, Stan Z. Li, “Multi-label convolutional neural network based pedestrian attribute classification”, Image and Vision Computing,vol 58: 224-229, 2017.
4. 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.
5. Longyin Wen, Zhen Lei, Ming-Ching Chang, Honggang Qi, Siwei Lyu. “Multi-Camera Multi-Target Tracking with Space-Time-View Hyper-graph”. International Journal of Computer Vision (IJCV), Volume 122, Issue 2, pp 313–333, April 2017.
6. 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.
7. Yiliang Chen, Zichang Tan, Alex Po Leung, Jun Wan, Jianguo Zhang, "Multi-Region Ensemble Convolutional Neural Networks for High Accuracy Age Estimation", BMVC 2017.
8. Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, Stan Z. Li. “Detecting Face with Densely Connected Face Proposal Network”. In Proceedings of the 12th Chinese Conference on Biometrics, (CCBR2017). ShenZhen, China, Oct. 28-29, 2017.
9. Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, Stan Z. Li, "S3FD: Single Shot Scale-invariant Face Detector", In Proceedings of IEEE International Conference on Computer Vision, (ICCV2017). Venice, Oct. 22-29, 2017.
10. Xiaobo Wang, Xiaojie Guo, Zhen Lei, Changqing Zhang, Stan Z. Li. “Exclusivity-Consistency Regularized Multi-view Subspace Clustering”, In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2017). Honolulu, Hawaii, July 21-July 26, 2017.
11. Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, and Stan Z. Li, "FaceBoxes: A CPU Real-time Face Detector with High Accuracy", In Proceedings of the IAPR/IEEE International Joint Conference on Biometrics (IJCB2017), Denver, Colorado, USA, October 1-4, 2017.
12. Haibo Jin, Xiaobo Wang, Shengcai Liao, Stan Z. Li, "Deep Person Re-Identification with Improved Embedding and Efficient Training", InProceedings of the IAPR/IEEE International Joint Conference on Biometrics (IJCB2017), Denver, Colorado, USA, October 1-4, 2017.
13. 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", Winner of?Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head, in conjunction with FG2017, Washington, DC. May 30 –June 3, 2017.
14. Yang Yang, LongyinWen, Siwei Lyu, Stan Z. Li, "Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification", in Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, (AAAI 2017), San Francisco, California USA, February 4–9, 2017.
15. Hailin Shi, Xiaobo Wang, Dong Yi, Zhen Lei, Xiangyu Zhu, Stan Z. Li. “Cross-Modality Face Recognition via Heterogeneous Joint Bayesian”, IEEE Signal Processing Letters, 24(1): 81-85, 2017.
    

2016

1. Shengcai Liao, Anil K. Jain, and Stan Z. Li, "A Fast and Accurate Unconstrained Face Detector," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol.38, No.2, 2016.
2. 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.
3. Longyin Wen, Zhen Lei, Siwei Lyu, Stan Z. Li, Ming-Hsuan Yang. “Exploiting Hierarchical Dense Structures on Hypergraphs for Multi-Object Tracking”, IEEE Transaction on Pattern Analysis and Machine Intelligence, 38(10):1983-1996, 2016.
4. Zhen Lei, Dong Yi, Stan Z. Li. “Learning Stacked Image Descriptor for Face Recognition”. IEEE Transaction on Circuits and Systems for Video Technology, 26(9): 1685-1696, 2016.
5. 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.
6. 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 13th Asian Conference on Computer Vision (ACCV2016).Taipei, November 20-24, 2016.
7. 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.
8. 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). Chengdu, China, Oct. 14-16, 2016.
9. Hailin Shi, Yang Yang, Xiangyu Zhu, Shengcai Liao, Zhen Lei, Weishi Zheng, Stan Z. Li. “Embedding Deep Metric for Person Re-identification: A Study Against Large Variations”. In Proceedings of European Conference on Computer Vision, (ECCV2016). Amsterdam, Oct. 8-16, 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.
11. Hailin Shi, Xiangyu Zhu, Zhen Lei, Shengcai Liao, Stan Z. Li. “Learning Discriminative Features with Class Encoder”, In Workshop on Robust Features for Computer Vision, in conjunction with CVPR2016. Las Vegas, June 26-July 1, 2016.
12. Bin Yang, Zhen Lei, Stan Z. Li. “CRAFT Objects from Images”, In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2016). Las Vegas, June 26-July 1, 2016.
13. Xiangyu Zhu, Zhen Lei, Xiaoming Liu, Hailin Shi, Stan Z. Li. “Face Alignment Across Large Poses: A 3D Solution”, In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2016). Las Vegas, June 26-July 1, 2016.
14. Yang Yang, Zhen Lei, Shifeng Zhang, Hailin Shi, Stan Z. Li. “Metric Embedded Discriminative Vocabulary Learning for High-Level Person Representation”, in Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, (AAAI 2016), Phoenix, Arizona USA, February 12–17, 2016.
15. Yang Yang, Shengcai Liao, Zhen Lei, Stan Z. Li. “Large Scale Similarity Learning Using Similar Pairs for Person Verification”, in Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, (AAAI 2016), Phoenix, Arizona USA, February 12–17, 2016.

2015

1. Shengcai Liao and Stan Z. Li, "Efficient PSD Constrained Asymmetric Metric Learning for Person Re-identification." In IEEE International Conference on Computer Vision (ICCV 2015), December 11-18, Santiago, Chile, 2015.
2. Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li. “Convolutional Channel Features”. In Proceedings of IEEE International Conference on Computer Vision, (ICCV 2015), Santiago, Chile, December 11-18, 2015.
3. 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.
4. 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.
5. Jianqing Zhu, Shengcai Liao, Stan Z. Li. "Multi-Camera Joint Video Synopsis," IEEE Transactions on Circuits and Systems for Video Technology, 2015 (Accpeted).
6. Jianqing Zhu, Shikun Feng, Dong Yi, Shengcai Liao, Zhen Lei, Stan Z. Li. “High Performance Video Condensation System”. IEEE Transaction on Circuits and Systems for Video Technology, 25(7): 1113-1124, July, 2015.
7. Hong Han, Jianfei Zhu, Shengcai Liao, Zhen Lei, Stan Z. Li. “Moving Object Detection Revisited: Speed and Robustness”. IEEE Transaction on Circuits and Systems for Video Technology, 25(6): 910-921, June, 2015.
8. Zhen Lei, Dong Yi, Xiangsheng Huang, Stan Z. Li. “Subspace learning with frequency regularizer: its application to face recognition”, In Proceedings of the 8th IAPR International Conference on Biometrics (ICB2015). Phuket, Thailand, May 19-22, 2015.
9. Jianqing Zhu, Shengcai Liao, Dong Yi, Zhen Lei, Stan Z. Li. “Multi-label CNN Based Pedestrian Attribute Learning for Soft Biometrics”, In Proceedings of the 8th IAPR International Conference on Biometrics (ICB2015). Phuket, Thailand, May 19-22, 2015.
10. Jianwei Yang, Zhen Lei, Dong Yi, Stan Z. Li. “Person-Specific Face Anti-Spoofing with Subject Domain Adaptation”. IEEE Transactions on Information Forensics and Security, 10(4): 797-809, April, 2015.
11. Shengcai Liao, Yang Hu, Xiangyu Zhu, Stan Z. Li, "Person Re-identification by Local Maximal Occurrence Representation and Metric Learning." In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2015), June 7-12, Boston, Massachusetts, USA, 2015.
12. Junjie Yan, Yinan Yu, Xiangyu Zhu, Zhen Lei, Stan Z. Li. “Object Detection by Labeling Superpixels”, In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2015).Boston, June 7-12, 2015.
13. Xiangyu Zhu, Zhen Lei, Junjie Yan, Dong Yi, Stan Z. Li. “High-Fidelity Pose and Expression Normalization for Face Recognition in the Wild” , In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2015).Boston, June 7-12, 2015.
14. Longyin Wen, Dawei Du, Zhen Lei, Stan Z. Li, Ming-Hsuan Yang. “JOTS: Joint Online Tracking and Segmentation”, In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2015).Boston, June 7-12, 2015.
15. Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li. “Fine-grained Evaluation on Face Detection in the Wild”, In Proceedings of 11th IEEE International Conference on Automatic Face and Gesture Recognition 2015 (FG2015). Ljubljana, Slovenia, May 4-8, 2015.
16. Dong Yi, Zhen Lei, Stan Z. Li. “Shared Representation Learning for Heterogenous Face Recognition”, In Proceedings of 11th IEEE International Conference on Automatic Face and Gesture Recognition 2015 (FG2015). Ljubljana, Slovenia, May 4-8, 2015.
17. Xiangyu Zhu, Junjie Yan, Dong Yi, Zhen Lei, Stan Z. Li. “Discriminative 3D Morphable Model Fitting”, In Proceedings of 11th IEEE International Conference on Automatic Face and Gesture Recognition 2015 (FG2015). Ljubljana, Slovenia, May 4-8, 2015.
18. Wenbo Li, Longyin Wen, Mooi Choo Chuah, Yi Zhang, Zhen Lei, Stan Z. Li. "Online Visual Tracking using Temporally Coherent Part Clusters". In Proceedings of 2015 IEEE Winter Conference on Applications of Computer Vision (WACV 2015). Waikoloa Beach, Hawaii, January 6-9, 2015.

2014

1. Xinjie Wei, Chang-Tsun Li, Zhen Lei, Dong Yi, Stan Z. Li. “Dynamic Image-to-Class Warping for Occluded Face Recognition”. IEEE Transactions on Information Forensics and Security, Special issue on Facial Biometrics in the wild, 9(12): 2035-2050, December, 2014.
2. Zhaowei Cai, Longyin Wen, Zhen Lei, Nuno Vasconcelos, Stan Z. Li. “Robust Deformable and Occluded Object Tracking With Dynamic Graph”. IEEE Transaction on Image Processing, 23(12): 5497-5509, December, 2014.
3. Jun-Yong Zhu, Wei-Shi Zheng, Jian-Huang Lai, Stan Z. Li. "Matching NIR Face to VIS Face Using Transduction". IEEE Transactions on Information Forensics and Security 9(3): 501-514, 2014.
4. Longyin Wen, Zhaowei Cai, Zhen Lei, Dong Yi, Stan Z. Li. "Robust Online Learned Spatio-Temporal Context Model for Visual Tracking". IEEE Transactions on Image Processing 23(2): 785-796, 2014.
5. Longyin Wen, Zhaowei Cai, Dawei Du, Zhen Lei, Stan Z. Li. “Learning Discriminative Hidden Structural Parts for Visual Tracking”, In Workshop on Feature and Similarity Learning for Computer Vision (FSLCV), in conjunction with ACCV2014, Singapore, November 1-5, 2014.
6. Jianqing Zhu, Shengcai Liao, Zhen Lei, Stan Z. Li. “Improve Pedestrian Attribute Classification by Weighted Interactions from Other Attributes”, In Workshop on Human Identification for Surveillance (HIS), in conjunction with ACCV2014, Singapore, November 1-5, 2014.
7. Yang Hu, Dong Yi, Shengcai Liao, Zhen Lei, Stan Z. Li. “Cross Dataset Person Re-identification”. In Workshop on Human Identification for Surveillance (HIS), in conjunction with ACCV2014, Singapore, November 1-5, 2014.
8. Dong Yi, Zhen Lei, Stan Z. Li. “Age Estimation by Multi-scale Convolutional Network”. In Proceedings of 12th Asian Conference on Computer Vision (ACCV2014). Singapore, November 1-5, 2014.
9. Junjie Yan, Bin Yang, Zhen Lei, Stan Z. Li. “Adaptive Structural Model for Video Based Pedestrian Detection”. In Proceedings of 12th Asian Conference on Computer Vision (ACCV2014). Singapore, November 1-5, 2014.
10. Junjie Yan, Zhen Lei, Yang Yang, Stan Z. Li. “Deep Deformable Part Model with Shape Regression for Object Part Localization”. In Proceedings of European Conference on Computer Vision, (ECCV2014). Zurich, September 6-12, 2014.
11. Yang Yang, Jimei Yan, Junjie Yan, Shengcai Liao, Dong Yi, Stan Z. Li. “Salient Color Names for Person Re-Identification”. In Proceedings of European Conference on Computer Vision, (ECCV2014). Zurich, September 6-12, 2014.
12. Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li. “Aggregate Channel Features for Multi-view Face Detection”. In Proceedings of International Joint Conference on Biometrics, (IJCB2014). Clearwater, Florida, USA, September 29- October 2, 2014.
13. Shengcai Liao, Zhen Lei, Dong Yi, Stan Z. Li. “A Benchmark Study of Large-scale Unconstrained Face Recognition”. In Proceedings of International Joint Conference on Biometrics, (IJCB2014). Clearwater, Florida, USA, September 29- October 2, 2014.
14. Dong Yi, Zhen Lei, Shengcai Liao, Stan Z. Li. “Deep Metric Learning for Person Re-Identification”. In Proceedings of International Conference on Pattern Recognition, (ICPR2014). Sweden, August 24-28, 2014.
15. Zhen Lei, Dong Yi, Stan Z. Li. “Local Gradient Order Pattern for Face Representation and Recognition”. In Proceedings of International Conference on Pattern Recognition, (ICPR2014). Sweden, August 24-28, 2014.
16. Xiangyu Zhu, Dong Yi, Zhen Lei, Stan Z. Li. “Robust 3D Morphable Model Fitting by Sparse SIFT Flow”. In Proceedings of International Conference on Pattern Recognition, (ICPR2014). Sweden, August 24-28, 2014.
17. Yang Yang, Shengcai Liao, Zhen Lei, Dong Yi, Stan Z. Li. “Color Models and Weighted Covariance Estimation for Person Re-Identification”. In Proceedings of International Conference on Pattern Recognition, (ICPR2014). Sweden, August 24-28, 2014.
18. Yang Hu, Shengcai Liao, Dong Yi, Zhen Lei, Stan Z. Li. “Multi-Camera Trajectory Mining: Database and Evaluation”. In Proceedings of International Conference on Pattern Recognition, (ICPR2014). Sweden, August 24-28, 2014.
19. Longyin Wen, Wenbo Li, Zhen Lei, Dong Yi, Stan Z. Li. “Multiple Target Tracking Based on Undirected Hierarchical Relation Hypergraph”. In Proceedings of 27th IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2014). Columbus, Ohio, June 23-28, 2014.
20. Junjie Yan, Zhen Lei, Stan Z. Li. “The Fastest Deformable Part Model for Object Detection”. In Proceedings of 27th IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2014). Columbus, Ohio, June 23-28, 2014.
21. Zhen Lei, Matti Pietikainen, Stan Z. Li. “Learning Discriminant Face Descriptor”, IEEE Transaction on Pattern Analysis and Machine Intelligence, 36(2):289-302, Feb. 2014.

2013

1. Junping Zhang, Ziyu Xie, Stan Z. Li. "Prime Discriminant Simplicial Complex". IEEE Trans. Neural Netw. Learning Syst. 24(1): 133-144, 2013
   
2. Junjie Yan, Zhen Lei, Dong Yi, Stan Z. Li. “Learn to Combine Multiple Hypotheses for Accurate Face Alignment”. In IEEE workshop on 300 Faces in-the-Wild Challenge (300-W), (in conjunction with ICCV2013). Sydney, Australia, December 1-8, 2013.
3. Jianqing Zhu, Shengcai Liao, Zhen Lei, Dong Yi and Stan Z. Li, “Pedestrian Attribute Classification in Surveillance: Database and Evaluation”. In ICCV workshop on Large-Scale Video Search and Mining, Sydney, Australia, December 1-8, 2013.
4. Jianwei Yang, Lixing Liu, Stan Z. Li. "Separating Specular and Diffuse Reflection Components in the HSI Color Space".In IEEE Workshop on Color and Photometry in Computer Vision (in conjunction with ICCV 2013). Sydney, Australia, December 1-8, 2013.
5. Yang Hu, Shengcai Liao, Zhen Lei, Dong Yi, Stan Z. Li. “Exploring Structural Information and Fusing Multiple Features for Person Re-identification”. In IEEE Workshop on Camera Networks and Wide Area Scene Analysis (in conjunction with CVPR 2013). Portland, Oregon, June 23-28, 2013.
6. Stan Z. Li, Dong Yi, Zhen Lei, Shengcai Liao. “The CASIA NIR-VIS 2.0 Face Database”. In IEEE Workshop on Perception Beyond the Visible Spectrum (in conjunction with CVPR 2013). Portland, Oregon, June 23-28, 2013.
7. Dong Yi, Zhen Lei, Stan Z. Li. “Towards Pose Robust Face Recognition”. In Proceedings of 26th IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2013). Portland, Oregon, June 23-28, 2013.
8. Junjie Yan, Xucong Zhang, Zhen Lei, Shengcai Liao, Stan Z. Li. “Robust Multi-Resolution Pedestrian Detection in Traffic Scenes”. In Proceedings of 26th IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2013). Portland, Oregon, June 23-28, 2013.
9. Junjie Yan, Xucong Zhang, Zhen Lei, Stan Z. Li. “Real-time High Performance Deformable Model for Face Detection in the Wild”. In Proceedings of the 6th IAPR International Conference on Biometrics, (ICB2013). Madrid, Spain, June 4-7, 2013.
10. Jianwei Yang, Zhen Lei, Shengcai Liao, Stan Z. Li. “Face Liveness Detection with Component Dependent Descriptor”. In Proceedings of the 6th IAPR International Conference on Biometrics, (ICB2013). Madrid, Spain, June 4-7, 2013.
11. Tao Wang, Jianwei Yang, Zhen Lei, Shengcai Liao, Stan Z. Li. “Face Liveness Detection Using 3D Structure Recovered from a Single Camera”. In Proceedings of the 6th IAPR International Conference on Biometrics, (ICB2013). Madrid, Spain, June 4-7, 2013.
12. Zhaowei Cai, Longyin Wen, Dong Cao, Zhen Lei, Dong Yi, Stan Z. Li. “Person-Specific Face Tracking with Online Recognition”. In Proceedings of the 10th IEEE International Conference on Automatic Face and Gesture Recognition, (FG2013). Shanghai, China, April 22-26, 2013.
13. Junjie Yan, Xucong Zhang, Zhen Lei, Dong Yi, Stan Z. Li. Structural Models for Face Detection. In Proceedings of the 10th IEEE International Conference on Automatic Face and Gesture Recognition, (FG2013). Shanghai, China, April 22-26, 2013.
14. Yiguang Liu, Stan Z. Li, Wei Wu, Ronggang Huang. “Dynamics of a mean-shift-like algorithm and its applications on clustering”. Information Processing Letters, 113(1-2): 8-16, 2013.
15. Xiangsheng Huang, Zhen Lei, Mingyu Fan, Xiao Wang, Stan Z. Li. “A Regularized Discriminative Spectral Regression Method for Heterogeneous Face Matching”, IEEE Transaction on Image Processing, 22(1), 353-362, 2013.
16. Shengcai Liao, Anil K. Jain, and Stan Z. Li, “Partial Face Recognition: Alignment Free Approach,” IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(5):1193-1205, May, 2013.

2012

1. Zhen Lei, Stan Z. Li. “Learning Discriminant Face Descriptor for Face Recognition”. In Proceedings of 11th Asian Conference on Computer Vision (ACCV2012). Daejeon, Korea, November 5-9, 2012.
2. Zhaowei Cai, Longyin Wen, Jianwei Yang, Zhen Lei, Stan Z. Li. “Structured Tracking with Dynamic Graph”. In Proceedings of 11th Asian Conference on Computer Vision (ACCV2012). Daejeon, Korea, November 5-9, 2012.
3. Jianwei Yang, Zhaowei Cai, Longyin Wen, Zhen Lei, Guodong Guo, Stan Z. Li. “A New Projection Space for Separation of Specular and Diffuse Reflection Components in Color Images”. In Proceedings of 11th Asian Conference on Computer Vision (ACCV2012). Daejeon, Korea, November 5-9, 2012.
4. Dong Cao, Zhen Lei, Zhiwei Zhang, Jun Feng, Stan Z. Li. “Human Age Estimation Using Ranking SVM”. In Proceedings of 7th Chinese Conference on Biometric Recognition (CCBR2012). Guangzhou, China, December 4-5, 2012.
   
5. Zhen Lei, Shengcai Liao, Anil K. Jain, and Stan Z. Li, "Coupled Discriminant Analysis for Heterogeneous Face Recognition", IEEE Transactions on Information Forensics and Security, 7(6): 1707-1716, 2012.
6. Junjie Yan, Zhiwei Zhang, Zhen Lei, Dong Yi, Stan Z. Li. “Face Liveness Detection by Exploring Multiple Scenic Clues”. In Proceedings of 12th International Conference on Control, Automation, Robotics and Vision, (ICARCV2012). Guangzhou, China, December 5-7, 2012.
7. Zhen Lei, Stan Z. Li. “Fast Multi-scale Local Phase Quantization Histogram for Face Recognition”, Pattern Recognition Letters, 33 (13): 1761-1767, 2012.
8. Longyin Wen, Zhaowei cai, Zhen Lei, Dong Yi, Stan Z. Li. “Online Spatio-Temporal Structural Context Learning for Visual Tracking”. In Proceedings of 12th European Conference on Computer Vision, (ECCV2012). Firenze, Italy, October 7-13, 2012.
9. Zhen Lei, Shengcai Liao, Stan Z. Li. “Efficient Feature Selection for Linear Discriminant Analysis and Its Application to Face Recognition”, In Proceedings of International Conference on Pattern Recognition, (ICPR2012). Japan, November 11-15, 2012.
10. Longyin Wen, Zhaowei cai, Menglong Yang, Zhen Lei, Dong Yi, Stan Z. Li. “Online Multiple Instance Joint Model for Visual Tracking”. In Proceedings of IEEE International Conference on Advanced Video and Signal-Based Surveillance, (AVSS2012). Beijing, China, September 18-21, 2012.
11. Jianwei Yang, Shizheng Wang, Zhen Lei, Yanyun Zhao, Stan Z. Li. “Spatio-Temporal LBP based Moving Object Segmentation in Compressed Domain”. In Proceedings of IEEE International Conference on Advanced Video and Signal-Based Surveillance, (AVSS2012). Beijing, China, September 18-21, 2012.
12. Xucong Zhang, Junjie Yan, Shikun Feng, Zhen Lei, Dong Yi, Stan Z. Li. “Water Filling: Unsupervised People Counting via Vertical Kinect Sensor”. In Proceedings of IEEE International Conference on Advanced Video and Signal-Based Surveillance, (AVSS2012). Beijing, China, September 18-21, 2012.
13. Shikun Feng, Zhen Lei, Dong Yi, Stan Z. Li. "Online Content-aware Video Condensation", In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2012).Providence, Rhode island, June 16-21, 2012.
14. Zhen Lei, Dong Yi, Stan Z. Li. "Discriminant Image Filter Learning for Face Recognition with Local Binary Pattern Like Representation", In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2012).Providence, Rhode island, June 16-21, 2012.
15. Junjie Yan, Zhen Lei, Dong Yi, Stan Z. Li. "Multi-Pedestrian Detection in Crowded Scenes: A Global View", In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2012).Providence, Rhode island, June 16-21, 2012.
    
16. Zhen Lei, Zhiwei Zhang, Stan. Z. Li. “Feature Space Locality Constraint for Kernel based Nonlinear Discriminant Analysis”, Pattern Recognition, 45(7): 2733-2742, 2012.
17. Zhiwei Zhang, Dong Yi, Zhen Lei, Stan Z. Li. " Regularized Transfer Boosting for Face Detection Across Spectrum", In IEEE Signal Processing Letters, 19 (3): 131-134, March, 2012.
18. Zhiwei Zhang, Junjie Yan, Sifei Liu, Zhen Lei, Dong Yi, Stan Z. Li. " A Face Antispoofing Database with Diverse Attacks ". In Proceedings of The 5th IAPR International Conference on Biometrics, New Delhi, India, 2012.
19. Zhen Lei, Changtao Zhou, Dong Yi, Anil K. Jain and Stan Z. Li. "An Improved Coupled Spectral Regression for Heterogeneous Face Recognition". In Proceedings of The 5th IAPR International Conference on Biometrics, New Delhi, India, 2012.
20. Jianfei Zhu, Dong Cao, Sifei Liu, Zhen Lei and Stan Z. Li. "Discriminant Analysis with Gabor Phase for Robust Face Recognition". In Proceedings of The 5th IAPR International Conference on Biometrics, New Delhi, India, 2012.
21. Sifei Liu, Dong Yi, Zhen Lei and Stan Z. Li. " Heterogeneous Face Image Matching Using Multi-scale Features ". In Proceedings of The 5th IAPR International Conference on Biometrics, New Delhi, India, 2012.

2011

1. Shizheng Wang, Jianwei Yang, Yanyun Zhao, Anni Cai, Stan Z.Li, "A Surveillance Video Analysis and Storage Scheme for Scalable Synopsis Browsing", In Proceedings of IEEE ICCV Workshop on Visual Surveillance 2011.
2. Yuanhao Yu, Zhen Lei, Dong Yi and Stan Z. Li. “Detecting Individual in Crowd with Moving Feature’s Structure Consistency”. In Proceedings of 2nd IEEE Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Streams (in conjunction with ICCV 2011). Barcelona, Spain, November, 2011.
3. Dong Yi and Stan Z. Li, “Learning Sparse Feature for Eyeglasses Problem in Face Recognition”, In Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition(FG2011). Santa Barbara, U.S., 2011.
4. Zhen Lei, Timo Ahonen, Matti Pietik¨ainen and Stan Z. Li, “Local Frequency Descriptor for Low-Resolution Face Recognition” , In Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition(FG2011). Santa Barbara, U.S., 2011.
5. Zhiwei Zhang, Dong Yi, Zhen Lei and Stan Z. Li, “Face Liveness Detection by Learning Multispectral Reflectance Distributions”, In Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition(FG2011). Santa Barbara, U.S., 2011.
6. Dong Yi, Zhen Lei and Stan Z. Li, “A Robust Eye Localization Method for Low Quality Face Images”, In Proceedings of International Joint Conference on Biometrics(IJCB 2011), Washington DC, U.S., 2011.
7. Junjie Yan, Zhen Lei, Dong Yi, Stan Z. Li, “Towards Incremental and Large Scale Face Recognition”, In Proceedings of International Joint Conference on Biometrics(IJCB 2011), Washington DC, U.S., 2011.
8. Changtao Zhou, Zhiwei Zhang, Dong Yi, Zhen Lei and Stan Z. Li, "Low-Resolution Face Recognition via Simultaneous Discriminant Analysis". In Proceedings of International Joint Conference on Biometrics (IJCB 2011), Washington DC, U.S., 2011.
9. Murali Mohan Chakka, Andr e Anjos, S ebastien Marcel, Roberto Tronci, Daniele Muntoni, Gianluca Fadda, Maurizio Pili, Nicola Sirena, Gabriele Murgia, Marco Ristori, Fabio Roli, Junjie Yan, Dong Yi, Zhen Lei, Zhiwei Zhang, Stan Z. Li, William Robson Schwartz, Anderson Rocha, Helio Pedrini, Javier Lorenzo-Navarro,Modesto Castrill on-Santana, Jukka M a att a, Abdenour Hadid, Matti Pietik ainen."Competition on Counter Measures to 2-D Facial Spoofing Attacks",The first International Conference on Biometrics (IJCB 2011).
10. Zhen Lei, Stan Z. Li. “Contextual Constraints based Linear Discriminant Analysis”, Pattern Recognition Letters, 32 (4): 626-632, 2011.
11. Zhen Lei, Shengcai Liao, Matti Pietikainen, Stan Z. Li. “Face Recognition by Exploring Information Jointly in Space, Scale and Orientation”, IEEE Transaction on Image Processing, 20 (1): 247-256, January, 2011.
12. Guoying Zhao, Xiaohua Huang, Matti Taini, Stan Z. Li, Matti Pietikainen. "Facial expression recognition from near-infrared videos". Image Vision Comput. 29(9): 607-619 (2011)

2010

1. Stan Z. Li, " Biometrics in Video Surveillance", in Encyclopedia of Cryptography and Security (2nd ed.), Henk C.A. van Tilborg (Editor), Springer, 2010.
2. Shikun Feng, Shengcai Liao, Zhiyong Yuan and Stan Z. Li. "Online Principal Background Selection for Video Synopsis", Proc. 20th International Conference on Pattern Recognition (ICPR 2010), pp.17-20, 2010.
3. Rui Qin, Shengcai Liao, Zhen Lei and Stan Z. Li. "Moving Cast Shadow Removal Based on Local Descriptors", Proc. 20th International Conference on Pattern Recognition (ICPR 2010), pp.1377-1380, 2010.
4. Shengcai Liao, Guoying Zhao, Stan Z. Li, Vili Kellokumpu and Matti Pietik¨ainen. "Modeling Pixel Process with Scale Invariant Local Patterns for Background Subtraction in Complex Scenes", In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2010), pp.1301-1306,2010.
5. Ying Zheng, Stan Z. Li, Jianglong Chang, Zengfu Wang, 3D Modeling of Faces from Near Infrared Images Using Statistical Learning, IJPRAI, 24(1): 55-71, 2010.

2009

1. Meng Ao, Dong Yi, Zhen Lei, Stan Z. Li. "Face Recognition at a Distance: System Issues", "Handbook of Remote Biometrics for Surveillance and Security", Tistarelli, Massimo; Li, Stan Z.; Chellappa, Rama (Eds.). Springer. July 2009.
2. Wei-Shi Zheng, J. H. Lai, Pong C. Yuen, and Stan Z. Li, "Perturbation LDA: Learning the Difference between the Class Empirical Mean and Its Expectation," Patten Recognition, vol. 42, no. 5, pp. 764-779, 2009.
3. Zhen Lei, Shengcai Liao, Dong Yi, Rui Qin, Stan Z. Li. “A Discriminant Analysis Method for Face Recognition in Heteroscedastic Distributions”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
4. Dong Yi, Shengcai Liao, Zhen Lei, Jitao Sang, Stan Z. Li. “Partial Face Matching between Near Infrared and Visual Images in MBGC Portal Challenge”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
5. Shengcai Liao, Dong Yi, Zhen Lei, Rui Qin, Stan Z. Li. “Heterogeneous Face Recognition from Local Structures of Normalized Appearance”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
6. Rui Wang, Zhen Lei, Meng Ao, Stan Z. Li. “Bayesian Face Recognition Based on Markov Random Field Modeling”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
7. Meng Ao, Stan Z. Li. “Near Infrared Face Based Biometric Key Binding”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
8. Jitao Sang, Zhen Lei, Stan Z. Li. “Face Image Quality Evaluation for ISO/IEC Standards 19794-5 and 29794-5”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
9. Jimei Yang, Shengcai Liao, Stan Z. Li. “Automatic Partial Face Alignment in NIR Video Sequences”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
10. Rui Wang, Jimei Yang, Dong Yi, Stan Z. Li. “An Analysis-by-Synthesis Method for Heterogeneous Face Biometrics”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
11. Kellokumpu V, Zhao G, Li SZ & Pietik inen M (2009) Dynamic texture based gait recognition.
    Proc. 3rd IAPR/IEEE International Conference on Biometrics (ICB 2009), Alghero, Italy, accepted.
12. Zhen Lei, Stan Z. Li. Coupled Spectral Regression for Matching Heterogeneous Faces .In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2009). Miami,Florida, June 20-25, 2009.
13. Stan Z. Li, Zhen Lei, Meng Ao. The HFB Face Database for Heterogeneous Face Biometrics Research . In 6th IEEE Workshop on Object Tracking and Classification Beyond and in the Visible Spectrum (OTCBVS, in conjunction with CVPR 2009). Miami, Florida, June, 2009
14. Jitao Sang, Zhen Lei, Shengcai Liao, Stan Z. Li . Adaptive Object Classification in Surveillance System by Exploiting Scene Context .In 1st International Workshop on Visual Scene Understanding (ViSU 09, in conjunction with CVPR 2009). Miami, Florida, June, 2009.
15. Tianzhu Zhang, Hanqing Lu, Si Liu, Stan Z. Li. “Learning Semantic Scene Models by Object Classification and Trajectory Clustering”.IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2009). Florida, June, 2009.
16. Xiaotong Yuan, Stan Z. Li and Shiming Xiang. “Stochastic Gradient Kernel Density Mode-Seeking”.IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2009). Florida, June, 2009.

2008

1. Zhen Lei, Qinxun Bai, Ran He, Stan Z. Li . "Face Shape Recovery from a Single Image Using CCA Mapping between Tensor Spaces". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition , (CVPR2008).
2. Zhen Lei, Shengcai Liao, Ran He, Matti Pietikainen, Stan Z. Li, “Gabor Volume based Local Binary Pattern for Face Representation and Recognition”, IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), Amsterdam, The Netherlands, Sep. 17-19, 2008.
3. Wei-Shi Zheng, J. H. Lai, and Stan Z. Li, “1D-LDA versus 2D-LDA: When Is Vector-based Linear Discriminant Analysis Better than Matrix-based” Pattern Recognition, vol. 41, no. 7, pp. 2156-2172, 2008.
4. Bin Fan, Zhen Lei, Stan Z. Li, “Normalized LDA for Semi-supervised Learning”, IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), Amsterdam , The Netherlands , Sep. 17-19, 2008.
5. Ran He, Zhen Lei, Xiaotong Yuan and Stan Z. Li, "Regularized Active Shape Model for Shape Alignment", IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), Amsterdam , The Netherlands , Sep. 17-19, 2008.
6. Min Xu,Stan Z. Li, Bin Li, Xiao-Tong Yuan,Shi-Ming Xiang.A Set Theoretical Method for Video Synopsis. In Proc. of ACM International Conference on Multimedia Information Retrieval(MIR),2008.
7. Weilong Yang, Dong Yi, Zhen Lei, Jitao Sang, Stan Z Li, “2D-3D face matching using CCA”, IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), Amsterdam, The Netherlands, Sep. 17-19, 2008
8. Taini M, Zhao G, Li SZ & Pietik inen M, "Facial expression recognition from near-infrared video sequences". Proc. 19th International Conference on Pattern Recognition (ICPR 2008), Tampa, FL, 4 p.
9. Ran He, Wei-Shi Zheng, Meng Ao, S.Z. Li . Reducing Impact of Inaccurate user Feedback in Face Retrieval .Chinese Conference on Pattern Recognition, Beijing, Oct. 22-24, 2008.
10. Ran He, Meng Ao, Shi-Ming Xiang, S.Z. Li. Nearest Feature Line: A Tangent Approximation .Chinese Conference on Pattern Recognition, Oct. 22-24, 2008.
11. Meng Ao and Stan Z. Li . Multi-class Classification based on Fisher Criteria with Weighted Distance .Chinese Conference on Pattern Recognition, Oct. 22-24, 2008.
12. Tianzhu Zhang, Stan Z. Li, Shiming Xiang, Lun Zhang, Si Liu . Co-Training Based Segmentation of Merged Moving Objects .In proceedings of the eighth international workshop on visual surveillance (VS2008), Marseille, France.
13. Rong Liu, Stan Z. Li, Xiaotong Yuan, Ran He. Online Determination of Track Loss Using Template Inverse Matching .In proceedings of the eighth international workshop on visual surveillance (VS2008), Marseille, France.

2007

1. Rufeng Chu, Zhen Lei, Yufei Han, Ran He, Stan Z. Li. "Learning Gabor Magnitude Features for Palmprint Recognition". In The 8th Asian Conference on Computer Vision, (ACCV 2007). Tokyo , Japan , Nov 2007.
2. Ran He, Stan Z. Li, Zhen Lei, ShengCai Liao. "Coarse-to-Fine Statistical Shape Model by Bayesian Inference". In The 8th Asian Conference on Computer Vision, (ACCV 2007). Tokyo , Japan , Nov 2007.
3. Wei-Shi Zheng, Stan Z. Li, J. H. Lai, and Shengcai Liao, “On Constrained Sparse Matrix Factorization,” 11th IEEE International Conference on Computer Vision (ICCV), 2007.
4. Xiaotong Yuan and Stan Z. Li, "Half Quadratic Analysis for Mean Shift: with Extension to A Sequential Data Mode-Seeking Method", IEEE International Conference on Computer Vision (ICCV 2007), Rio de Janeiro , Brazil , Oct. 14-20, 2007.
5. ShengCai Liao, Zhen Lei, Stan Z. Li, Xiaotong Yuan, Ran He. "Structured Ordinal Features for Appearance-Based Object Representation". In Proceedings of IEEE International Workshop on Analysis and Modeling of Faces and Gestures, ( AMFG 2007) . Rio de Janeiro, Brazil, Oct 2007.
6. Stan Z. Li, RuFeng Chu, ShengCai Liao, Lun Zhang. "Illumination Invariant Face Recognition Using Near-infrared Images". IEEE Transactions on Pattern Analysis and Machine Intelligence (Special issue on Biometrics: Progress and Directions).  Vol.29, No.4, pp.627-39. April 2007.
7. Lun Zhang, Stan Z.Li, Xiaotong Yuan and Shiming Xiang. "Real-time Object Classification in Video Surveillance Based on Appearance Learning". IEEE International Workshop on Visual Surveillance, in conjunction with CVPR, 2007.
8. Ke Pan, Shengcai Liao, Zhijian Zhang, Stan Z. Li, Peiren Zhang. "Part-based Face Recognition Using Near Infrared Images". IEEE International Workshop on Object Tracking and Classification Beyond the Visible Spectrum, 2007.
9. Rufeng Chu, Shengcai Liao, Yufei Han, Zhenan Sun, Stan Z. Li, and Tieniu Tan. "Fusion of Face and Palmprint for Personal Identification Based on Ordinal Features". IEEE International Workshop on Multimodal Sentient Computing: Sensors, Algorithms and Systems (joint with CVPR), 2007.
10. Lun Zhang, Rufeng Chu, Shiming Xiang, Stan Z. Li. "Face Detection Based on Multi-Block LBP Representation". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.
11. Xiangxin Zhu, Stan Z. Li. "Feature Correlation Filter for Face Recognition". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.
12. Shengcai Liao, Stan Z. Li. "Learning Multi-scale Block Local Binary Patterns for Face Recognition". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.
13. Zhen Lei, Rufeng Chu, Ran He, Stan Z. Li. "Face Recognition by Discriminant Analysis with Gabor Tensor Representation". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.
14. Zhen Lei, Stan Z. Li, Rufeng Chu. "Face Recognition with Local Gabor Textons". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.
15. Rong Liu, Rufeng Chu, Stan Z. Li. "Reliable Tracking of Multiple Faces at a Distance by Fusing Identity Information". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.
16. Dong Yi, Rong Liu, Rufeng Chu, Zhen Lei, Stan Z. Li. "Face Matching from Near Infrared to Visual Images". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.
17. Zhijian Zhang, Rui Wang, Ke Pan, Stan Z. Li, Peiren Zhang. "Fusion of Near Infrared Face and Iris Biometrics". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.
18. Xiufeng Gao, Rong Liu, Stan Z. Li, Peiren Zhang. "Standardization of Face Image Sample Quality". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.
19. Dong Yi, Rong Liu, Rufeng Chu, Dong Liu, Rui Wang and Stan Li, "Outdoor Face Recognition Using Enhanced Near Infrared Imaging". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.
20. Hadid A, Pietik inen M & Li SZ, " Learning personal specific facial dynamics for face recognition from videos". In: Analysis and Modeling of Faces and Gestures, AMFG 2007 Proceedings, Lecture Notes in Computer Science 4778, pp.1-15, 2007.

2006

1. Stan Z. Li, RuFeng Chu, Meng Ao, Lun Zhang, Ran He.  "Highly Accurate and Fast Face Recognition Using Near Infrared Images''.  In Proceedings of IAPR International Conference on Biometrics, (ICB-2006). Hong Kong, Jan 2006.
2. ShengCai Liao, Zhen Lei, XiangXin Zhu, ZheNan Sun, Stan Z. Li, Tieniu Tan.  "Face Recognition Using Ordinal Features'.  In Proceedings of IAPR International Conference on Biometrics, (ICB-2006). Hong Kong, Jan 2006.  Awarded "Best Student Paper"
3. Stan Z. Li, Lun Zhang, ShengCai Liao, XiangXin Zhu, RuFeng Chu, Meng Ao, and Ran He. "A Near-infrared Image Based Face Recognition System". The 7th International Conference on Automatic Face and Gesture Recognition. Southampton, UK. April, 2006
4. Tao Yang, Stan Z.Li, Quan Pan, Jing Li, and Chunhui Zhao. "Reliable and Fast Tracking of Faces under Varying Pose". The 7th International Conference on Automatic Face and Gesture Recognition. Southampton, UK. April, 2006.
5. Juwei Lu, K.N. Plataniotis, A.N. Venetsanopoulos, and Stan Z. Li. "Ensemble-based Discriminant Learning with Boosting For Face Recognition". IEEE Trans. Neural Networks. VOL. 17, NO. 1, JANUARY 2006.
6. Stan Z. Li, Ying Zheng, Zhen Lei, ZengFu Wang. "Shape and Texture Based Deformable Models for Image Analysis". In Deformable Models - Theory & Biomaterial Applications", Suri, Jasjit S. & Farag, Aly (Eds.). Springer. ISBN: 0-387-31204-8. May 2006 .
   
7. Hadid A, Pietik inen M & Li SZ, " Boosting spatio-temporal LBP patterns for face recognition from video". Proc. Asia-Pacific Workshop on Visual Information Processing (VIP2006), Beijing, China, pp.75-80, 2006.

2005

1. Stan Z. Li, XiaoGuang Lv, XinWen Hou, XianHua Peng, QianSheng Cheng. "Learning Multi-View Face Subspaces and Facial Pose Estimation Using Independent Component Analysis''. IEEE Transactions on Image Processing, Vol.14,No.6, pp.705-712, June 2005.
2. Stan Z. Li, ChunShui Zhao, XiangXin Zhu, Zhen Lei. "3D+2D Face Recognition by Fusion at Both Feature and Decision Levels".  In Proceedings of IEEE International Workshop on Analysis and Modeling of Faces and Gestures.  Beijing. Oct 16, 2005.
3. Xiangsheng Huang, Stan Z.Li, Yangsheng Wang.  "Jensen-Shannon Boosting Learning''.  In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition.  San Diego, CA, June 20-26 2005.
4. Tao Yang, Stan Z.Li ,Quan Pan, Jing Li.  "Real-time Multiple Objects Tracking with Occlusion Handling in Dynamic Scenes''.  In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition.  San Diego, CA, June 20-26 2005.
5. Jing Li, Stan Z. Li, Quan Pan, Tao Yang .Illumination and Motion Based Video Enhancement for Night Surveilliance. IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance (ICCV'05_VS-PETS). Beijing, China, 15th~21th, October 2005.
6. Jing Li, Quan Pan, Tao Yang, Stan Z. Li. Automated Feature points Management for Video Mosaic Construction. International Conference on Information Technology and Application (ICITA'05). Sydney, 4th~7th, July 2005.
7. Zhenan Sun, Tieniu Tan, Yunhong Wang and Stan Z. Li.  "Ordinal Palmprint Represention for Personal Identification''.  In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition.  San Diego, CA, June 20-26 2005.
8. Junping Zhang, Stan Z. Li, Jue Wang, "Geometrical probability covering algorithm". in  FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 1, PROCEEDINGS, 3613: 223-231 2005.
9. Junping Zhang, Stan Z. Li, Adaptive nonlinear auto-associative modeling through manifold learning . in ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 3518: 599-604 2005.

2004

2003

1. Fang Liu, Xueyin Lin, Stan Z Li, Yuanchun Shi, "Multi-Modal Face Tracking Using Bayesian Network". Proceedings of  IEEE International Workshop on Analysis and Modeling of Faces and Gestures. Nice, France. 2003.
2. Haitao Wang, Stan Z. Li, Yangsheng Wang, Weiwei Zhang. "Illumination Modeling and Normalization for Face Recognition". Proceedings of  IEEE International Workshop on Analysis and Modeling of Faces and Gestures. Nice, France. 2003.
3. Stan Z. Li, Dong Zhang, Chengyuan Ma, Heung-Yeung Shum, and Eric Chang. " Learning to Boost GMM Based Speaker Verification". Eurospeech, Geneva, Switzerland. Sep 2003.
4. Feng Jiao, Stan Z. Li, Heung-Yeung Shum, and D. Schuurmans. "Face Alignment Using Statistical Models and Wavelet Features". Vol.1,  Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition.  pp.321-327. 2003.
5. G.D. Guo and S.Z. Li. "Content-based Audio Classification and Retrieval by Support Vector Machines". IEEE Trans. on Neural Networks. Vol.14, No.1, pp.209-215. January 2003.
6. Lie Lu, Hong-Jiang Zhang, Stan Li, "Content-based Audio Classification and Segmentation by Using Vector Machines". ACM Multimedia Systems Journal. 8 (6), pp. 482-492, March, 2003.
7. Zhong Su, Hongjiang Zhang, Stan Z. Li, Shaoping Ma. "Relevance feedback in Content-Based Image Retrieval: Bayesian Framework, Feature Subspace and Progressive Learning". Vol.12, No.8,  IEEE Trans. on Image Processing. 2003.
8. Stan Z. Li. ``Modeling Image Analysis Problems Using Markov Random Fields''. In C.R. Rao and D.N. Shanbhag (ed), Handbook of Statistics 21: Stochastic Processes: Modeling and Simulation,  Elsevier Science. 2003.
9. S.C. Yan, C. Liu, S.Z. Li. H.J. Zhang, H. Shum, Q.S. Cheng. "Face Alignment Using Texture-Constrained Active Shape Models".  Image and Vision Computing. Pages 69-75. Vol.21, Issue 1 , 10 January 2003.
10. Shuicheng Yan, Xinwen Hou, Stan Z. Li, Hongjiang Zhang, Qiansheng Cheng. "Face Alignment Using View-Based Direct Appearance Models".  Special Issue on Facial Image Processing, Analysis and Synthesis.  International Journal of Imaging Systems and Technology. 2003.
11. Zhong Xue, Stan Z. Li, and Eam Khwang Teoh, "Facial Feature Extraction Using Bayesian Shape Model". 36(12): 2819-2833. Pattern Recognition. 2003.

2002

1. S.Z. Li, Z.Q. Zhang, Harry Shum, H.J. Zhang. "FloatBoost Learning for Classification". In Proceedings of  The 16-th Annual Conference on Neural Information Processing Systems (NIPS). Vancouver, Canada, December 9-14, 2002.
2. S.Z. Li, L. Zhu, Z.Q. Zhang, A. Blake, H.J. Zhang, H. Shum. "Statistical Learning of Multi-View Face Detection". In Proceedings of  The 7th European Conference on Computer Vision. Copenhagen, Denmark. May, 2002.
3. S.C. Yan, C. Liu, S.Z. Li, L. Zhu, Z, H.J. Zhang, H. Shum, Q.S. Cheng."Texture-Constrained Active Shape Models". In Proceedings of  The First International Workshop on Generative-Model-Based Vision. Copenhagen, Denmark. May, 2002.
4. S.Z. Li, L. Zhu, Z.Q. Zhang, H.J. Zhang. "Learning to Detect Multi-View Faces in Real-Time". In Proceedings of  The 2nd International Conference on Development and Learning. Washington DC. June, 2002.
5. T. Feng, S.Z. Li, H. Shum. H.J. Zhang. "Local Non-Negative Matrix Factorization as a Visual Representation". In Proceedings of  The 2nd International Conference on Development and Learning. Washington DC. June, 2002.
6. Z.Q. Zhang, L. Zhu, S.Z. Li, H.J. Zhang. "Real-Time Multi-view Face Detection". In Proceedings of  The 5th International Conference on Automatic Face and Gesture Recognition. Washington, DC, USA. 20-21 May, 2002.
7. S.Z. Li, S.C. Yan, H.J. Zhang, Q.S. Cheng. "Multi-View Face Alignment Using Direct Appearance Models". In Proceedings of  The 5th International Conference on Automatic Face and Gesture Recognition. Washington, DC, USA. 20-21 May, 2002.
8. S.Z. Li, X.H. Peng, H.J. Zhang, Q.S. Cheng. "Multi-View Face Pose Estimation Based on Supervised ISA Learning". In Proceedings of  The 5th International Conference on Automatic Face and Gesture Recognition. Washington, DC, USA. 20-21 May, 2002. 
9. Z. Xue, S.Z. Li, E.K. Teoh. "AI-EigenSname: An Affine-invariant Deformable Contour Model for Object Matching", Image and Vision Computing. Vol. 20, No. 2, pp 77-84, Feb 2002.
10. Lie Lu, Stan Li,  Wen-Yin Liu, Hong-Jiang Zhang.  "Audio Textures". Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing 2002 (ICASSP02), Vol. II pp 1761-1764. 

2001

1. S.Z. Li, X.L. Zou, Y.X. Hu, Z.Q. Zhang, S.C. Yan, X.H. Peng, L. Huang, H.J. Zhang. "Real-Time Multi-View Face Detection, Tracking, Pose Estimation, Alignment, and Recognition". CVPR 2001 Demo Summary. Hawaii. December, 2001.
2. S.Z. Li, X.W. Hou, H.J. Zhang, Q.S. Cheng. "Learning Spatially Localized Parts-Based Representation". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition. Volume I, pp.207-212. Hawaii. December, 2001.
3. X.W. Hou, S.Z. Li, H.J. Zhang, Q.S. Cheng. "Direct Appearance Models". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition. Hawaii. December, 2001.
4. X.R. Chen, L. Gu, S.Z. Li, H.J. Zhang. "Learning local features for face detection". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition. Hawaii. December, 2001.
5. L. Gu, S.Z. Li, H.J. Zhang. "Learning Probabilistic Distribution Model For Multi-View Face Detection". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition. Hawaii. December, 2001.
6. G.D. Guo. HongJiang Zhang, et al. "Learning Similarity Measure for Natural Image Retrieval with Relevance Feedback". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition. Hawaii. December, 2001.
7. W.Y. Liu, Z. Su, Stan Li, Y.F.Sun, H.J.Zhang, "Performance Evaluation Protocol for Content-Based Image Retrieval Algorithms/Systems". In CD-ROM of IEEE CVPR Workshop on Empirical Evaluation Methods in Computer Vision, Hawaii. December, 2001.
8. S.Z. Li, J. Yan, X.W. Hou, Z.Y. Li, and H.J. Zhang. "Learning Low Dimensional Invariant Signature of 3-D Object under Varying View and Illumination from 2-D Appearances". In Proceedings of 8th IEEE International Conference on Computer Vision. Vancouver, Canada. July 9-12, 2001.
9. S.Z. Li, X.G. Lv, H.J.Zhang. "View-Based Clustering of Object Appearances Based on Independent Subspace Analysis". In Proceedings of 8th IEEE International Conference on Computer Vision. Vancouver, Canada. July 9-12, 2001.
10. S.Z. Li, Q.D. Fu, L. Gu, B. Scholkopf, Y.M. Cheng, H.J. Zhang. "Kernel Machine Based Learning for Multi-View Face Detection and Pose Estimation". In Proceedings of 8th IEEE International Conference on Computer Vision. Vancouver, Canada. July 9-12, 2001.
11. G.D. Guo, H.J. Zhang, S.Z. Li. "Pairwise Face Recognition". In Proceedings of 8th IEEE International Conference on Computer Vision. Vancouver, Canada. July 9-12, 2001.
12. S.Z. Li, R. Xiao, Z.Y. Li and H.J. Zhang. "Nonlinear Mapping from Multi-View Face Patterns to a Gaussian Distribution in a Low Dimensional Space". In Proceedings of IEEE ICCV Workshop on Recognition, Analysis and Tracking of Faces and Gestures in Real-time Systems. Vancouver, Canada. July 13, 2001.
13. S.Z. Li, X.G. Lv, H.J. Zhang. "View-Subspace Analysis of Multi-View Face Patterns". In Proceedings of IEEE ICCV Workshop on Recognition, Analysis and Tracking of Faces and Gestures in Real-time Systems. Vancouver, Canada. July 13, 2001.
14. S.Z. Li, X.G. Lv, H.J.Zhang, QingDong Fu and Yimin Cheng. "Learning Topographic Representation for Multi-View Object Appearances". In Proceedings of ICASSP. Salt Lake City. May 8-11, 2001.
15. G.D. Guo, S.Z. Li, H.J. Zhang. "Distance-from-Boundary as a Metric for Texture Image Retrieval". In Proceedings of ICASSP. Salt Lake City. May 8-11, 2001.
16. L. Zhao, W.Qi, S.Z.Li, S.Q.Yang, H.J. Zhang. "Content-based retrieval of video shot using the improved nearest feature line method". In Proceedings of ICASSP. Salt Lake City. May 8-11, 2001.

Others

1. G.D. Guo, H.J. Zhang, and S.Z. Li. "Boosting for Content-Based Audio Classification and Retrieval: An Evaluation". In Proceedings of  IEEE International Conference on Multimedia and Expo (ICME). 2001.
2. Z. Xue, S.Z. Li, and E.K. Teoh. "Facial Feature Extraction and Image Warping Using PCA Based Statistic Model". In Proceedings of 2001 International Conference on Image Processing. Thessaloniki, Greece. October 7-10, 2001.
3. Z. Su, S.Z. Li, and H.J. Zhang. "Extraction of Feature Subspaces for Content-Based Retrieval Using Relevance Feedback". In Proc. ACM Multimedia, 2001.
4. L. Lu, S.Z. Li, and H.J. Zhang, "Content-Based Audio Segmentation Using Support Vector Machines", Proc. of  IEEE International Conference on Multimedia and Expo (ICME 2001),  pp956-959. Tokyo, Japan, August 22-25, 2001.
5. C. Huang, T. Chen, S. Li, E. Chang and J.L. Zhou, a href="papers/ICA-Speakers.PDF">Analysis of Speaker Variability in Proc. Eurospeech 001, vol.2, pp.1377-1380, Aalborg, Denmark, 2001.
6. Li. Zhao, Wei. Qi, S.Z. Li, S.Q.Y ang, H.J. Zhang, A New Content-based Shot Retrieval Approach: Key-frame Extraction based Nearest Feature Line (NFL) Classification, Chinese Journal of Computers, Vol.23, No.12, 2001,pp1292-1296.
7. Li. Zhao, Wei. Qi, S.Z. Li, S.Q. Yang, H.J. Zhang, Content-based Retrieval of Video Shot Using the Improved Nearest Feature Line Method, Chinese Journal of Software, Vol.13, No.4, April 2002, pp586-590.
8. Li. Zhao, Wei. Qi, S.Z. Li, S.Q. Yang, H.J. Zhang, A New Content-based Shot Retrieval Approach: Key-frame Extraction based Nearest Feature Line (NFL) Classification, ACM Multimedia Information Retrieval 2000, Oct 2000, Los Angeles, USA.