Call for papers: CVPR 2011 workshop on Machine Learning for Vision-based Motion Analysis http://web.bii.a-star.edu.sg/~chengli/MLvMA2011/index.html
Vision-based motion analysis aims to detect, track and identify objects, to understand their behaviors from video sequences. This exciting research area has received growing interest in recent years due to a wide spectrum of real world applications. Dedicated machine learning algorithms have been recently developed and successfully applied to a number of challenging problems and demonstrate strong potentials. Meanwhile, the process of improving the performance of vision systems has also brought numerous new challenges to the field of machine learning, e.g., learning from partial or limited annotations, structured prediction, manifold learning, kernel machines, and learning with very or extremely large datasets. As a continution of MLvMA'08 and MLvMA'09, our workshop aims to solicit original research contributions that develop machine learning and motion analysis algorithms to address real-world problems. *All* relevant submissions are welcome. Additionally, this year our workshop has a special theme on biological and medical image analysis and modeling in order to meet the need of emerging biological and medical image technologies. Submissions of novel approaches to meet the need of emerging biological and medical image technologies are encouraged. Topics of interest include but are not limited to a broad spectrum of problems: novel machine learning theories, new motion analysis methods, and/or new applications. After the workshop, selected high quality papers will be invited to submit in their extended forms to a journal special issue. Program chairs: . Matti Pietikainen, Univ. of Oulu, Finland . Matthew Turk, UCSB, USA . Liang Wang, Chinese Academy of Sciences, China . Li Cheng, A*STAR, Singapore . Guoying Zhao, Univ. of Oulu, Finland Program committee members: Hanchuan Peng, HHMI Janelia Farm campus, USA Andrew Cohen, Univ. of Wisconsin Milwaukee, USA Badri Roysam, Univ. of Houston, USA Punam Saha, Univ. of Iowa, USA Hwee Kuan Lee, A*STAR, Singapore Kevin Zhou, Siemens Corporate Research, USA Larry Davis, Univ. of maryland, USA Greg Mori, Simon Fraser Univ, Canada Shaogang Gong, Queen Mary Univ. of London, UK Atsushi Imiya, Chiba University, Japan Rainer Lienhart, University of Augsburg, Germany Lei Wang, Australia National Univ, Australia Alistair Sutherland,Dublin City Univ, Ireland Hongbin Zha, Peking University, China Herb Yang, University of Alberta, Canada Stefan Carlsson, Royal Institute of Technology, Sweden Weiming Hu, Chinese Academy of Sciences, China Mark Barnard, Univ. of Surrey, UK Jonghwa Kim, University of Augsburg, Germany Invited speaker: Dimitris Metaxas, Rutgers University, USA Important dates: . Submission deadline: March 10, 2011 . Notification of acceptance: April 20, 2011 . Camera-ready due: May 10, 2011 . Workshop Day: June 20, 2011
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