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Publications

Book
[1] Fengjun Lv, "Introduction to Image Processing, Algorithms and Programming" (in Chinese), Tsinghua University Press, ISBN 7-302-03523-7/TP.1928, 1999
Dissertation
[1] Fengjun Lv, "Model Based View-Invariant Human Action Recognition and Segmentation", PhD dissertation, University of Southern California, 05/2007
Journal
[1] Yuchi Huang, Qingshan Liu, Fengjun Lv, Yihong Gong, Dimitris Metaxas, "Unsupervised Image Categorization by Hypergraph Partition", IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 2011, to appear.

[2] Fengjun Lv, Tao Zhao, Ramakant Nevatia, "Camera Calibration from Video of a Walking Human", IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), vol. 28, no. 9, pp. 1513-1518, Sept., 2006. (Featured article of Sept., 2006 issue)

Conference
[1] Yuanqing Lin, Fengjun Lv, Shenghuo Zhu, Ming Yang, Timothee Cour, Kai Yu, Liangliang Cao, Thomas Huang, "Large-scale image classification: fast feature extraction and SVM training", IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2011, to appear.

[2] Ming Yang, Shenghuo Zhu, Fengjun Lv, Kai Yu, "Correspondence Driven Adaptation for Human Profile Recognition", IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2011, to appear.

[3] Ming Yang, Yuanqing Lin, Fengjun Lv, Shenghuo Zhu, Kai Yu, Mert Dikmen, Liangliang Cao, Thomas S. Huang, "Videos Semantic Indexing using Image Classification", TREC Video Retrieval Evaluation Workshop, 2010.

[4] Jinjun Wang, Jianchao Yang, Kai Yu, Fengjun Lv, Thomas S. Huang, Yinghong Gong, "Locality-constrained Linear Coding for Image Classification", IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2010.

[5] Yuxiao Hu, Liangliang Cao, Fengjun Lv, Shuicheng Yan, Yihong Gong, Thomas S. Huang, "Action Detection in Complex Scenes with Spatial and Temporal Ambiguities", IEEE Conf. on Computer Vision (ICCV), 2009. (oral)

[6] Ming Yang, Fengjun Lv, Wei Xu, Yihong Gong, "Detection Driven Adaptive Multi-cue Integration for Multiple Human Tracking", IEEE Conf. on Computer Vision (ICCV), 2009.

[7] Ming Yang, Fengjun Lv, Wei Xu, Kai Yu, Yihong Gong, "Human Action Detection by Boosting Efficient Motion Features", IEEE Workshop on Video-oriented Object and Event Classification, in Conjunction with ICCV (VOEC_ICCV), 2009.

[8] Ming Yang, Shuiwang Ji, Wei Xu, Jinjun Wang, Fengjun Lv, Kai Yu, Yihong Gong, Mert Dikmen, Dennis J. Lin, Thomas S. Huang, "Detecting Human Actions in Surveillance Videos", TREC Video Retrieval Evaluation Workshop, 2009.

[9] Mert Dikmen, Huazhong Ning, Dennis J. Lin, Liangliang Cao, Vuong Le, Shen-Fu Tsai, Kai-Hsiang Lin, Zhen Li, Jianchao Yang, Thomas S. Huang, Fengjun Lv, Wei Xu, Ming Yang, Kai Yu, Zhao Zhao, Guangyu Zhu, Yihong Gong, TREC Video Retrieval Evaluation Workshop, 2008.

[10] Fengjun Lv, Ramakant Nevatia, "Single View Human Action Recognition using Key Pose Matching and Viterbi Path Searching", IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2007.

[11] Fengjun Lv, Ramakant Nevatia, "Recognition and Segmentation of 3-D Human Action Using HMM and Multi-Class AdaBoost", 9th European Conf. on Computer Vision (ECCV), vol. 4, pp. 359-372, 2006.

[12] Fengjun Lv, Xuefeng Song, Bo Wu, Vivek Kumar Singh, Ramakant Nevatia, "Left-Luggage Detection using Bayesian Inference", 9th Intl. Workshop on Performance Evaluation of Tracking and Surveillance (PETS-CVPR), 2006.

[13] Fengjun Lv, Ramakant Nevatia, Mun Wai Lee, "3D Human Action Recognition Using Spatio-Temporal Motion Templates", ICCV Workshop on Human-Computer Interaction(HCI-ICCV), Lecture Notes in Computer Science, vol. 3766, pp. 120-130, 2005.

[14] Fengjun Lv, Jinman Kang, Ramakant Nevatia, Isaac Cohen, Gerard Medioni, "Automatic Tracking and Labeling of Human Activities in a Video Sequence", 6th Intl. Workshop on Performance Evaluation of Tracking and Surveillance (PETS-ECCV), 2004.

[15] Fengjun Lv, Tao Zhao, Ramakant Nevatia, "Self-Calibration of a Camera from Video of a Walking Human", 16th Intl. Conf. on Pattern Recognition (ICPR), 2002. (oral)

[16] Tao Zhao, Ramakant Nevatia, Fengjun Lv. "Segmentation and Tracking of Multiple Humans in Complex Situations", IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), vol.2, pp.194-201, 2001. (oral)

[17] Fengjun Lv, Haizhou Ai, Luhong Liang and Guangyou Xu. "Face Detection Based on Skin Color and Template Matching", 1st Intl. Conf. on Image and Graphics (ICIG), 2000.


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