Lei Zhang

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 Peer-reviewed Publications:

§   Lei Zhang, Zhi Zeng and Qiang Ji, Probabilistic Image Modeling with an Extended Chain Graph for Human Activity Recognition and Image Segmentation, IEEE Transactions on Image Processing (TIP), pages 2401-2413, Vol. 20, No. 9, September 2011.   

§   Lei Zhang and Qiang Ji, A Bayesian Network Model for Automatic and Interactive Image Segmentation, IEEE Transactions on Image Processing (TIP), pages 2582-2593, Vol.20, No.9, September 2011.

§   Hai Wei, Sakina Zabuawala, Lei Zhang, Jiejie Zhu, et al. Adaptive Pattern-driven Compression of Large-Area High-Resolution Terrain Data, in Proceedings of The IEEE International Symposium on Multimedia (ISM2011), 2011.

§   Xiaoqing Liu, Lei Zhang and Jacob Yadegar, An Intelligent Multi-modal Affect Recognition System for Persistent and Non-invasive Personal Health Monitoring, in Proceedings of The 22nd IEEE Symposium on Personal, Indoor, Mobile and Radio Communications (PIMRC 2011), pp. 2173-2177, Toronto, Sept 11- Sept 14, 2011.

§   Tejaswi Tamminedi , Priya Ganapathy, Lei Zhang and Jacob Yadegar, Classifier Fusion Framework using Genetic Algorithms, in Proceedings of The 22nd IEEE Symposium on Personal, Indoor, Mobile and Radio Communications (PIMRC 2011), pp. 2234-2238, Toronto, Sept 11- Sept 14, 2011.

§   Xiaoqing Liu, Lei Zhang, et al. "A Robust Multi-modal Emotion Recognition Framework for Intelligent Tutoring Systems", in Proceedings of IEEE International Conference on Advanced Learning Technologies (ICALT 2011), 2011

§   Lei Zhang,  Tejaswi Tamminedi, et al. "Hierarchical Multiple Sensor Fusion using Structurally Learned Bayesian Network", in Proceedings of Wireless Health'2010, San Diego, 2010 (oral presentation)

§   Jingyuan Li; Tejaswi Tamminedi; Guy Yosiphon; Anurag Ganguli; Lei Zhang; John Stankovic; Jacob Yadegar, "Remote Physiological Monitoring of First Responders with Intermittent Network Connectivity", in Proceedings of Wireless Health'2010, San Diego, 2010

§   Lei Zhang and Qiang Ji, "Image Segmentation with a Unified Graphical Model", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 32, no. 8, pp. 1406-1425, July 2010

§   Lei Zhang, Jixu Chen, Zhi Zeng and Qiang Ji, "A Generic Framework for 2D and 3D Upper Body Tracking", Machine Learning for Human Motion Analysis: Theory and Practice, Editors Liang Wang, Li Cheng and Guoying Zhao, IGI Global, pp. 133-151, Dec. 2009

§   Lei Zhang, Yan Tong, and Qiang Ji, " Probabilistic Graphical Models and Their Applications in Computer Vision", Handbook of Pattern Recognition and Computer Vision (4th edition), Editor Chi Hau Chen, World Scientific Publishing, pp. 129-156, Oct. 2009. (Invited book chapter)

§   Lei Zhang and Qiang Ji, "A Level Set-based Global Shape Prior and Its Application to Image Segmentation", in 4th IEEE International Workshop on Semantic Learning Applications in Multimedia, in conjunction with CVPR 2009 (oral presentation)

§   Cassio P. de Campos, Lei Zhang, Yan Tong, and Qiang Ji. "Semi-Qualitative Probabilistic Networks in Computer Vision Problems", Journal of Statistical Theory and Practice, special Issue on Imprecision, Vol. 3, no. 1, pp. 197-210, 2009 

§   Lei Zhang and Qiang Ji, "A Multiscale Hybrid Model Exploiting Heterogeneous Contextual Relationships for Image Segmentation", in IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2009.

§   Lei Zhang, Yan Tong, Qiang Ji, "Active Image Labeling and Its Application to Facial Action Labeling", in 10th European Conference on Computer Vision (ECCV), Part II, LNCS 5303, pp. 706-719, 2008.

§   Lei Zhang, Jixu Chen, Zhi Zeng, Qiang Ji, "2D and 3D Upper Body Tracking with One Framework", in 19th International Conference on Pattern Recognition (ICPR'08), 2008

§   Lei Zhang and Qiang Ji, "A New Global Shape Prior for Level Set Based Segmentation", in 19th International Conference on Pattern Recognition (ICPR'08), 2008

§   Lei Zhang, Yan Tong and Qiang Ji, "Interactive Labeling of Facial Action Units", in 19th International Conference on Pattern Recognition (ICPR'08), 2008

§   Lei Zhang and Qiang Ji, "Integration of Multiple Contextual Information for Image Segmentation using a Bayesian Network", in 3rd IEEE International Workshop on Semantic Learning Applications in Multimedia, in conjunction with CVPR 2008 (oral presentation)

§   Lei Zhang and Qiang Ji. "Segmentation of Video Sequences using Spatial-temporal Conditional Random Fields", in IEEE Workshop on Motion and Video Computing (WMVC 2008), pp. 1-7, 2008 

§   Lei Zhang, Xun Wang, Nicholas Penwarden, and Qiang Ji. "An Image Segmentation Framework Based on Patch Segmentation Fusion", in 18th International Conference on Pattern Recognition (ICPR'06), Volume 2, pp: 187-190, 2006

§   Pei Ruilin, Zhang Lei, Wang Li, and Fang Ying. "Real-Time Monitoring and Integrated Automation Control in Steel Rolling Plant", in IEEE International Region 10 Conference (TENCON 2005), pp: 1-4, 2005

§   Shengyou Gao, Lei Zhang, Kexiong Tan, Fuqi Li. ''Partial discharge acoustic emission detector based on computer for power capacitor''. in International Symposium on Electrical Insulating Materials (ISEIM 2001), pp: 761-764, Himeji, Japan, 2001.

§   Lei Zhang, Shengyou Gao, Kexiong Tan. ''Study on pattern recognition of partial discharge in oil based on acoustic emission signals''. Journal of Advanced Technology of Electrical Engineering and Energy, Vol.21 (3), pp: 32-35, 2002. (in Chinese)

§   Shengyou Gao, Lei Zhang, Kexiong Tan, Fuqi Li, etc. ''A Computer-based Acoustic Emission Detecting Instrument for Partial Discharge within Power Capacitor''. Journal of High Voltage Engineering, Vol.27 (4), pp: 1-2/5, 2001. (in Chinese)

§   Zheng Zhong, Tan Kexiong, Zhang Lei, Wang Meng. ''Digital system on partial discharge pulse shape detection and analysis'', Journal of Tsinghua University (Science And Technology), Vol.41 (3), pp: 65-68, 2001. (in Chinese)