Homepage of Hong LU at Fudan University

路红  Hong LU

博士,教授

PhD, 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.

机器视觉实验室(Machine Vision Lab)

http://homepage.fudan.edu.cn/honglu/machine-vision-lab/

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CNIS2015、PCM2014、MUE2013、PCN2012、ICME2011、CIVR2010、等的Technical Program Committee member。

担任多个国际会议和国际论坛PCM2010、CIVR2010等的Session Co-Chair。

合作举办多个国际会议SSRR2017, ICMR2015, PCM2010, IDCL2009, VISUAL2007,担任Local Organization Chair和Session Chair。

担任多个国际期刊IEEE Multimedia、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MUE2013、ACMMM2012、ICMR2011、PCM2011、ICME2010、MUE2010、ACMMM2009等的审稿人。

上海市图像图形学会理事

上海市计算机学会多媒体专委会主任

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文章(Representative Publications)

DBLP of Hong Lu:

https://dblp.uni-trier.de/pers/hd/l/Lu_0001:Hong.html

2018年

Jingyuan Liu, Hong Lu, Fashion Clothes Analysis via Attention based CNN and Feature Map Upsampling, First Workshop on Computer Vision for Fashion, Art and Design (Fashion) of European Conference on Computer Vision 2018 (ECCV2018).

Chaopeng Li, Hong Lu, Jian Jiao, Wenqiang Zhang, Learning to Match using Siamese Network for Object Tracking, 19th Pacific-Rim Conference on Multimedia, 2018, (PCM2018).

Qian Liu, Danqing Wang, Hong Lu, Chaopeng Li, Handwritten Chinese Character Recognition Based on Domain-Specific Knowledge, 19th Pacific-Rim Conference on Multimedia, 2018, (PCM2018).

Bohong Yang, Hong Lu, Baogen Li, Zheng Zhang, Wenqiang Zhang, A Novel Experience-based Exploration Method for Q-Learning, Fourth International Conference of Pioneering Computer Scientists, Engineering and Educators, 2018, (ICPCSEE2018).

2017年

Minjie Xu, Chunrong Guo, Yangyang Hu, Hong Lu, Xue Li, Fufeng Li, Wenqiang Zhang, Automatic Facial Complexion Classification based on Mixture Model, 18th Pacific-Rim Conference on Multimedia, 2017, (PCM2017).

Linyao Luo, Yanfei Luo, Hong Lu, Haowei Yuan, Xuehua Tang, Wenqiang Zhang, Fast Circular Object Localization and Pose Estimation for Robotic Bin Picking, 18th Pacific-Rim Conference on Multimedia, 2017, (PCM2017).

2016年

Hong Lu, Zeping Yao, Yunhan Bai, Zhibin Zhu, Bohong Yang, Lukun Chen, Wenqiang Zhang, Leveraging Composition of Object Regions for Aesthetics Assessment of Photographs, 17th Pacific-Rim Conference on Multimedia, 2016, (PCM2016).

Yangyang Hu, Hong Lu, Jinhua Cheng, Wenqiang Zhang, Fufeng Li, Weifei Zhang, Robust Lip Segmentation Based on Complexion Mixture Models, 17th Pacific-Rim Conference on Multimedia, 2016, (PCM2016).

2015年

Qinxian Qin, Yaqian Zhou, Hong Lu, Heqing Ya, Teaching Video Analytics Based on Student Spatial and Temporal Behavior Mining, ACM International Conference on Multimedia Retrieval, 2015, (ICMR2015).

Zhengyang Du, Hong Lu, Haowei Yuan, Wenqiang Zhang, Chen Chen, Kongye Xie, A FPGA Based High-speed Binocular Active Vision System for Tracking Circle-shaped Target, 16th Pacific-Rim Conference on Multimedia, 2015, (PCM2015), Part I, LNCS9314, pp. 365-374.

Zhengyang Du, Wenqiang Zhang, Jinxian Qin, Hong Lu, Zhong Chen, Xidian Zheng, A Novel Subpixel Curved Edge Localization Method, The International Conference of Young Computer Scientists, Engineers and Educators, 2015, (ICYCSEE2015).

2014年

Hong Lu, Jin Lin, Bohong Yang, Yiyi Chang, Yuefei Guo, Xiangyang Xue, Leveraging Color Harmony and Spatial Context for Aesthetics Assessment of Photographs, 15th Pacific-Rim Conference on Multimedia, 2014, (PCM2014).

Chenyang Sun, Hong Lu, Wenqiang Zhang, Xiaoxin Qiu, Fufeng Li, Hongkai Zhang, Lip Segmentation Based on Facial Complexion Template, 15th Pacific-Rim Conference on Multimedia, 2014, (PCM2014).

Hong Lu, Bohong Yang, Rui Zhao, Pengliang Qu, Wenqiang Zhang, Intelligent Human Fall Detection for Home Surveillance, International Symposium on UbiCom Frontiers – Innovative Research, Systems and Technologies, 2014, (UFirst2014).

Xiaoxin Qiu, Hong Lu, Wenqiang Zhang, Yunhan Bai, Qianzhong Fu, Vision Based Mapping and Localization in Unknown Environment for Intelligent Mobile Robot, International Symposium on UbiCom Frontiers – Innovative Research, Systems and Technologies, 2014, (UFirst2014).

2013年

Hong Liu, Hong Lu, Xiangyang Xue, A Segmentation and Graph-based Video Sequence Matching Method for Video Copy Detection, IEEE Transactions on Knowledge and Data Engineering, vol. 25, no. 8, pp. 1706-1718, 2013.  (ISSN:1041-4347)

Hong Lu, Guobao Jiang, Bohong Yang, Xiangyang Xue, An Adaptive Query Prototype Modeling Method for Image Search Reranking, 2nd International Workshop on Large-Scale Video Search and Mining (LSVSM) of IEEE International Conference on Computer Vision, 2013, (ICCV2013).

Zhuohong Cai, Robert J. Ellis, Zhiyan Duan, Hong Lu, Ye Wang, Basic Evaluation of Auditory Temporal Stability (BEATS): A Novel Rationale and Implementation, 14thInternational Society for Music Information Retrieval Conference, (ISMIR2013), Curitiba, PR, Brazil.

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)

Hong Lu, Kai Chen, Guobao Jiang, Renzhong Wei, Xiangyang Xue, Leveraging Exemplar and Saliency Model for Image Search Reranking, 13th Pacific-Rim Conference on Multimedia, 2012, (PCM2012), Singapore.

Hong Lu, Guobao Jiang, Zhuohong Cai, Xiangyang Xue, A novel and adaptive method for image search reranking, 9th International Forum of Digital TV & Wireless Multimedia Communication, 2012, (IFTC2012), Shanghai, China.

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, 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 IInternational 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)

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报告(Talks):

2014

“Analysis, Processing, and Applications of Image and Video Data”, 7 August, 2014, Seminar organized by Institute for Sustainable Innovation and Growth (iSIG), School of Management, Fudan University, China. (Oral)

“Vision Signal Processing with Applications on Web, Surveillance & Robotics”, 27 May, 2014, “Human Media and Human Computation: Putting Human in the Loop”, Seminar joint organized by Nanyang Technological University, Singapore and Fudan University, China. (Oral)

2013

“Analysis, Processing, and Applications of Image and Video Data”, 5 November, 2013, Seminar organized by Tianjin University of Technology, Tianjin, China. (Oral)

“Vision, Learning, and Applications”, 25 July, 2013, Seminar organized by Illinois at Singapore Pte Ltd, Advanced Digital Sciences Center, Singapore. (Oral)

“Vision, Learning, and Applications”, 24 July, 2013, Seminar organized by INFINITUS, Infocomm Centre of Excellence, School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore. (Oral)

2010

“An Effective Method for Video Genre Classification”, 5 July, 2010, Paper presented on International Conference on Image and Video Retrieval, 2010, (CIVR2010), Xi’an, China. (Oral)

2009

“PCM2010 Preparation Bid”, 15-18 December, 2009, IEEE 10th Pacific-Rim Conference on Multimedia, Bangkok, Thailand, (PCM2009). (Oral)

“Content-based Image and Video Analysis and Retrieval,”, 23 Nov., 2009, Seminar organized by Computer Vision Lab, School of Computer and Technology, Tianjin University, China. (Oral)

“Content-based Image and Video Information Analysis, Processing, and Retrieval”, 20 January, 2009, Seminar organized by Institute of Computer Science & Technology, Peking University, China. (Oral)

2008

“Scene Segmentation Based on Video Structure and Spectral Methods” 18 December 2008, Paper presented on 10th international conference on Control, Automation, Robotics and Vision, Hanoi, Vietnam, (ICARCV2008). (Oral)

“Detecting Interesting Regions in Photographs – How metadata can help”, 10 December 2008, Paper presented on IEEE 9th Pacific-Rim Conference on Multimedia, Taiwan, (PCM2008). (Oral)

2007

Local Dual Closed Loop Model and Trajectory Analysis based Bayesian Face Tracking”,11 December 2007, Paper presented on Pacific-Rim Conference on Multimedia (PCM2007). Hong Kong, P. R. China. (Oral)

“A Semi-Automatic Feature Selecting Method for Sports Video Highlight Annotation”, Paper presented on 9th International Conference on Visual Information Systems, 2007, (VISUAL2007), Shanghai, China. (Oral)

“Study on Content-based Image and Video Analysis, Processing, and Retrieval”, 12 March, 2007, Seminar arranged by Korea University, Korea. (Oral)

“Study on Content-based Image and Video Analysis, Processing, and Retrieval”, 12 March, 2007, Seminar arranged by Hanyang University, Korea. (Oral)

2006

An efficient early termination algorithm of intra prediction for H.264/AVC”, Paper presented on Eighth International Conference on Control, Automation, Robotics and Vision (ICARCV2006). Dec. 2006, Singapore. (Oral)

2004

“Improved shot boundary detection method based on text edges” and “Effective video text detection using line features”, Paper presented on Eighth International Conference on Control, Automation, Robotics and Vision (ICARCV2004). Dec. 2004, Kunming, P. R. China. (Oral)

“Structurizing Video based on Content”, 7 Nov., 2004, Seminar of “Machine Learning and Applications” arranged by Shanghai Key Lab of Intelligent Information Processing, Fudan University. (Oral)

Shot boundary detection using unsupervised clustering and hypothesis testing”, Paper presented on International Conference on Communications, Circuits, and Systems (ICCCAS2004).June 2004, Chengdu, P. R. China. (Oral)

2003

An efficient graph theoretic approach to video scene clustering”, Paper presented on Fourth International Conference on Information, Communications & Signal Processing & Fourth IEEE Pacific-Rim Conference On Multimedia (ICICS-PCM 2003). Dec. 2003, Singapore. (Oral)

2002

Content-based Sports Video Analysis and Modeling”, Paper presented on Seventh International Conference on Control, Automation, Robotics and Vision (ICARCV2002). Dec. 2002, Singapore. (Oral)

On Model-based Clustering of Video Scenes using Scenelets”, Paper presented on IEEE International Conference on Multimedia and Expo (ICME2002). Aug. 2002, Lausanne, Switzerland. (Oral)

2001

Sports Video Abstraction and Visualization”, Paper presented on International Conference on Information, Communications & Signal Processing (ICICS2001). Oct. 2001, Singapore. (Oral)

Sports Video Analysis and Structuring”, Paper presented on IEEE International Workshop on Multimedia Signal Processing (MMSP2001). Oct. 2001, Cannes, France. (Poster)

1999

Design & Implementation of Main-Controller in Linear Motor Plotter with A1 Size”, Paper presented on 5th Computer Intelligent Peripherals and Controls Techniques Workshop. Nov. 1999, GuiLin, P. R. China. (Oral)

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课程(School Participations):

ROS Summer School, East China Normal University, Shanghai, China, (ROS2016), 22-28 July, 2016.

11th China Workshop on Machine Learning and Applications, Shanghai, China, (MLA2013), 2-3 Nov., 2013.

4th Sino-USA Summer School in Vision, Learning, and Pattern Recognition, Shanghai, China, (SU-VLPR2012), 23-29 July, 2012.

Dragonstar Course (web), Machine Learning, Shanghai, China, 12-16 August, 2010.

1st Sino-USA Summer School in Vision, Learning, and Pattern Recognition, Beijing, China, (SU-VLPR2009), 20-27 July, 2009.

International Autumn School on Computational Neuroscience, Shanghai, China, 12-18 October, 2008.

Dragonstar Course (web), Computational Perception and Neuro Development, Shanghai, China, 23-27 July, 2007.