路红
Hong LU
博士，副教授
PhD, Associate Professor
honglu@fudan.edu.cn
+86 21 51355528
学历（Education）：
1989-1993年，在西安电子科技大学获得工学学士学位
1994-1998年，在西安电子科技大学获得工学硕士学位
2000-2003年，在新加坡南洋理工大学学习并于2005年获得博士学位
She received the B.Eng. and M.Eng. degrees in Computer Science and Technology from Xidian University, Xi’an, China, in 1993 and 1998, respectively, and the Ph.D. degree from Nanyang Technological University, Singapore, in 2005.
工作经历（Experience of Work）
1993年-2000年，西安电子科技大学计算机学院外部设备研究所讲师
Lecturer in Research Institute of Computer Peripherals, School of Computer Science & Technology at Xidian University, P. R. China from 1993 to 2000
2004年-至今，复旦大学计算机科学技术学院
Faculty member, School of Computer Science, Fudan University, since 2004
研究兴趣（Research Interests）
图像和视频处理，计算机视觉，机器学习，和模式识别
Image and video processing, computer vision, machine learning, and pattern recognition.
主要成果（Main Achievements）
发表著作章节4篇，学术论文60余篇，其中重要国际期刊和顶级会议论文20余篇
承担及参加10余项科研项目
作为主要完成人，参加复旦大学211建设项目“复旦1号智能发育机器人”，该项目于2005年底获首届长三角青年创新展二等奖
学术服务（Academic Services）
IEEE会员，ACM会员，中国计算机学会高级会员
担任多个国际会议PCM2011、ICME2011、MUE2011、PCM2010、MUE2010、ICDL2009、ICARCV2008、ICDL2008等的Technical Program Committee member。
担任多个国际会议和国际论坛PCM2010、CIVR2010、ICARCV2008、ICARCV2006、4th IFTC等的Session Co-Chair。
合作举办多个国际会议PCM2010, IDCL2009, VISUAL2007，担任Local Organization Chair和Session Chair。
担任多个国际期刊IEEE Multimedia、IEEE Transactions on Circuits and Systems for Video Technology、IEEE Transactions on Multimedia、IEEE Signal Processing Letter、Neuro Computing、Advances in Multimedia、IEEE Transactions on Systems, Man, and Cybernetics, Part B等和国际会议ICMR2011、PCM2011、ICME2010、MUE2010、ACMMM2009、IJCNN2007、ICIP2005等的审稿人。
上海市图像图形学会图像处理与模式识别专委会副主任
上海市信息学会理事
上海市计算机学会多媒体专委会副主任
文章（Representative Publications）
DBLP of Hong Lu: http://dblp.uni-trier.de/db/indices/a-tree/l/Lu:Hong.html
2012年
Hong Liu, Hong Lu, Zhaohui Wen, Xiangyang Xue, Gradient Ordinal Signature and Fixed-point Embedding for Efficient Near-Duplicate Video Detection, IEEE Transactions on Circuits and Systems for Video Technology, vol. 22, no. 4, pp. 555-566, 2012. (ISSN:1051-8215)
2011年
Hong Lu, Yap-Peng Tan, Xiangyang Xue, Real-time, Adaptive, and Locality-Based Graph Partitioning Method for Video Scene Clustering, IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 11, pp. 1747-1759, 2011. (ISSN: 1051-8215)
Hong Lu, Renzhong Wei, Yanran Shen, Xiangyang Xue, Level Influence of Spatial
Pyramid Matching in Object Classification, ACM International Conference on
Multimedia, pp. 1373-1376, 2011, (ACMMM2011), Arizona, America.
Yingbin Zheng, Renzhong Wei, Hong Lu, Xiangyang Xue, Refining Local Descriptors by Embedding Semantic Information for Visual Categorization, ACM International Conference on Multimedia, pp. 1381-1384, 2011, (ACMMM2011), Arizona, America.
Yao Lu, Wei Zhang, Hong Lu, Xiangyang Xue, Salient Object Detection using Concavity Context, accepted by IEEE International Conference on Computer Vision, pp. 233-240, 2011, (ICCV2011), Barcelona, Spain.
Hong Lu, Kai Chen, Yingbin Zheng, Zhuohong Cai, Xiangyang Xue, An Adaptive and Link-Based Method for Video Scene Clustering and Visualization, 12th Pacific-Rim Conference on Multimedia, (PCM2011),Sydney, Australia.
2010年
Yingbin Zheng, Renzhong Wei, Hong Lu, Xiangyang Xue, Semantic Video Indexing by Fusing Explicit and Implicit Context Spaces, ACM International Conference on Multimedia, pp. 967-970, 2010, (ACMMM2010), Firenze, Italy.
Hong Liu, Hong Lu, Xiangyang Xue, SVD-SIFT for Web Near-Duplicate Image Detection, IEEE International Conference on Image Processing, pp. 1445-1448, 2010, (ICIP2010), Hong Kong.
Renzhong Wei, Hong Lu, Yingbin Zheng, Lei Cen, Cheng Jin, Xiangyang Xue, Weiguo Wu, How context helps: A discriminative codeword selection method for object detection, IEEE International Conference on Image Processing, pp. 3905-3908, 2010, (ICIP2010), Hong Kong.
Ying Liu, Rui Zhang, Hong Lu, Man Wang, Optimization on Motion Estimation and DSP Algorithm Based on AVS Encoding, 11th Pacific-Rim Conference on Multimedia, 2010, (PCM2010), Shanghai ,China.
Jian-Feng Chen, Hong Lu, Renzhong Wei, Cheng Jin, Xiangyang Xue, An Effective Method for Video Genre Classification, International Conference on Image and Video Retrieval, 2010, (CIVR2010), Xi’an, China.
2009年
Hong Lu, Yingbin Zheng, Xiangyang Xue, Yuejie Zhang, Content and Context-Based Multi-Label Image Annotation, Workshop on Visual and Contextual Learning from Annotated Images and Videos (VCL2009) of International Conference on Computer Vision and Pattern Recognition, (CVPR2009), pp. 61-68, 2009.
Yingbin Zheng, Hong Lu, Cheng Jin, Xiangyang Xue, Incorporating Spatial Correlogram into Bag-of-Features Model for Scene Categorization, Ninth Asian Conference on Computer Vision, (ACCV2009), 2009.
2008年
Juyang Weng, Tianyu Luwang, Hong Lu, and Xiangyang Xue, Multilayer In-place Learning Networks for Modeling Functional Layers in the Laminar Cortex, Neural Networks, 2008 Special Issue, Advances in Neural Networks Research: IJCNN’07, vol. 21, issue. 2-3, pp. 150-159, 2008. (ISSN: 0893-6080)
Xin Wang, Changyi Zheng, Zhenyuan Zhang, Hong Lu, Xiangyang Xue, “The Design of Video Segmentation-aided VCR Support for P2P VoD Systems,” IEEE Transactions on Consumer Electronics, vol. 54, no. 2, pp. 531-537, 2008. (ISSN: 0098-3063)
Wei Zhang, Xiangyang Xue, Zichen Sun, Hong Lu and Yue-Fei Guo, Metric learning by discriminant neighborhood embedding, Pattern recognition, vol. 41, no. 6, pp. 2086-2096, 2008. (ISSN:0031-3203)
Zhenyuan Zhang, Bin Li, Hong Lu, Xiangyang Xue, Scene Segmentation Based on Video Structure and Spectral Methods, 10th international conference on Control, Automation, Robotics and Vision, Hanoi, Vietnam, (ICARCV2008), 2008.
Zhong Li, Hong Lu, Xiangyang Xue, Jianping Fan, Detecting Interesting Regions in Photographs – How metadata can help, Pacific-Rim Conference on Multimedia 2008, Taiwan, (PCM2008), LNCS 5353, pp. 269-278, 2008.
2007年
Juyang Weng, Tianyu Luwang, Hong Lu, and Xiangyang Xue, A Multilayer In-Place Learning Network for Development of General Invariances, International Journal of Humanoid Robotics, vol. 4, no. 2, pp. 281-320, 2007. (ISSN: 0219-8436)
Dan Yao, Zhongyi Zhou, Hong Lu, and Xiangyang Xue, Local Dual Closed Loop Model and Trajectory Analysis based Bayesian Face Tracking, Pacific-Rim Conference on Multimedia, pp. 98-107, 2007, (PCM2007), Hong Kong, China.
Wei Zhang, Xiangyang Xue, Yuefei Guo, Zichen Sun, Mingmin Chi, Hong Lu, Efficient Feature Extraction for Image Classification, Eleventh IEEE International Conference on Computer Vision, pp. , 2007, (ICCV2007), Rio de Janeiro, Brazil, October 14-20.
Wei Zhang, Xiangyang Xue, Zichen Sun, Yuefei Guo, Hong Lu, Optimal Dimensionality of Metric Space for Classification, 24th International Conference on Machine Learning, (ICML2007), Corvallis, Oregan, USA.
Jie Ma, Jing Zhang, Hong Lu, and Xiangyang Xue, Semantic Information Extraction of Video Based on Ontology and Inference, First International Conference on Semantic Computing, pp. 721-726, 2007, (ICSC2007), Hyatt Regency Irvine, Irvine, California, USA.
2006年
Hong Lu, Beng Chin Ooi, Heng Tao Shen, and Xiangyang Xue, Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval, IEEE Transactions on Knowledge and Data Engineering, vol. 18, no. 11, pp. 1544-1559, Nov. 2006. (ISSN: 1041-4347)
Yue-Fei Guo, Lide Wu, Hong Lu, Zhe Feng, Xiangyang Xue, The theoretical analysis of null projection directions in linear discriminant analysis, Pattern Recognition, vol. 39, no. 11, pp. 2248-2251, 2006. (ISSN:0031-3203)
Wei Zhang, Xiangyang Xue, Hong Lu, and Yuefei Guo, Discriminant neighborhood embedding for classification, Pattern Recognition, vol. 39, no. 11, pp. 2240-2243, 2006. (ISSN:0031-3203)
2005年
Hong Lu and Yap-Peng Tan, An Effective Post-Refinement Method for Shot Boundary Detection, IEEE Transactions on Circuits and Systems for Video Technology, vol. 15, no. 11, pp. 1407-1421, 2005. (ISSN: 1051-8215)
Linjun Yang, Hong Lu, Bei Wang, Xiangyang Xue, and Yap-Peng Tan, Shot boundary classification by temporal pattern discovery from Laplacian eigenmap, IEE Electronics Letters, vol. 41, no. 17, pp. 33-34, Aug. 2005. (ISSN: 0013-5194)
Liuhong Liang, Yang Liu, Hong Lu, Xiangyang Xue, and Yap-Peng Tan, Enhanced Shot Boundary Detection Using Video Text Information, IEEE Transactions on Consumer Electronics, vol. 51, no. 2, pp. 580-588, May 2005. (ISSN: 0098-3063)
Hong Lu, Bei Wang, Xiangyang Xue, and Yap-Peng Tan, Effective shot boundary classification using video spatial-temporal information, IEEE International Symposium on Circuits and Systems, pp. 3837-3840, 2005, (ISCAS2005), Kobe, Japan.
Liuhong Liang, Hong Lu, Xiangyang Xue, and Yap-Peng Tan, Program segmentation for videos from TV channels, IEEE International Symposium on Circuits and Systems, pp. 1549-1552, 2005, (ISCAS2005), Kobe, Japan.
You-Neng Xiao, Hong Lu, Xiangyang Xue, Viet-Anh Nguyen, and Yap-Peng Tan, Efficient rate control for MPEG2-to-AVC transcoding, IEEE International Symposium on Circuits and Systems, pp. 1238-1241, 2005, (ISCAS2005), Kobe, Japan.
2004年
Hong Lu, Yap-Peng Tan, Xiangyang Xue, and Lide Wu, Shot boundary detection using unsupervised clustering and hypothesis testing, International Conference on Communications, Circuits, and Systems, vol. 2, pp. 932-936, 2004, (ICCCAS2004), Chengdu, P. R. China
Zhenyan Li, Hong Lu, and Yap-Peng Tan, Video scene segmentation using sequential change detection, the Pacific-Rim Conference on Multimedia, LNCS 3333, pp. 575-582,
2004, (PCM2004), Tokyo, Japan.
Hong Lu, Zhenyan Li and Yap-Peng Tan, Model-based video scene clustering with noise
analysis, IEEE International Symposium on Circuits and Systems, vol. 2, pp. 105-108, 2004, (ISCAS2004), Canada.
Zhenyan Li, Hong Lu and Yap-Peng Tan, Video segmentation based on sequential change
detection, IEEE International Conference on Multimedia and Expo, vol. 3, pp.
1955-1958, 2004, (ICME2004), Taiwan.
2003年
Hong Lu and Yap-Peng Tan, Unsupervised Clustering of Dominant Scenes in Sports Video, Pattern Recognition Letters, vol. 24, no. 15, pp. 2651-2662, Nov. 2003. (ISSN: 0167-8655)
Yap-Peng Tan, Jayaratchagan Nagamani, and Hong Lu, Modified Kolmogorov-Smirnov Metric for Shot Boundary Detection, IEE Electronics Letters, vol. 39, no. 18, pp. 1313-1315, Sept. 2003. (ISSN: 0013-5194)
Yap-Peng Tan and Hong Lu, Video Scene Clustering by Graph Partitioning, IEE Electronics Letters, vol. 39, no. 11, pp. 841-842, May 2003. (ISSN: 0013-5194)