American Journal of Signal Processing

American Journal of Signal Processing publishes articles on signal processing research and applications. It covers aspects from fundamental principles to practical implementation, intending to bring up-to-date, emerging and active technical developments, issues, and events to the research, educational, and professional communities.

Fan Chen

Editorial Board Member of American Journal of Signal Processing

Assistant Professor, School of Information Science, Japan Advanced Institute of Science and Technology, Japan

Research Areas

Computer Vision, Pattern Recognition, Multimedia Analysis

Education

2005-2008Ph.DJapan Adv. Inst. of Sci. and Tech., Ishikawa, Japan
2003-2005M.S.Tohoku University, Sendai, Miyagi, Japan
1997-2001B.S. Nanjing University, Nanjing, Jiangsu, P.R.China

Experience

2010-presentAssistant Professor, Japan Adv. Inst. of Sci. and Tech.
2008-2010Post-doc Researcher, Catholic University of Louvain, Belgium
2005-200721 Century COE Researcher, Japan Adv. Inst. of Sci. and Tech.
2001-2003Software Engineer, Rise Corporation, Sendai, Japan
2000-2001Junior Fellow, Key State Lab. for Novel Software Tech., Nanjing Univ., P.R.China

Publications: Journals

[1]  F. Chen, D. Delannay and C. De Vleeschouwer, "An autonomous framework to produce and distribute personalized team-sport video summaries: a basket-ball case study, " IEEE Transcations on Multimedia 13(6), (to appear), 2011.
[2]  F. Chen and C. De Vleeschouwer, "Formulating Team-Sport Video Summarization as a Resource Allocation Problem, " IEEE Transactions on Circuits and Systems for Video Technology, 21(2), pp.193-205, 2011.
[3]  F. Chen and C. De Vleeschouwer"Personalized Production of Basketball Videos from Multi-sensored Data under Limited Display Resolution, " Computer Vision and Image Understanding (CVIU), Special Issue on "Multi-camera and Multi-modal Sensor Fusion", 114:667680, 2010.
[4]  F. Chen and K. Kotani, "Facial Expression Recognition by Supervised ICA using MAP Estimation, " IEICE Transaction on Information and Systems, E91-D(2):341-350, 2008.
[5]  F. Chen and K. Kotani, "Facial Expression Recognition by Fast Supervised Independent Component Analysis, " Information Technology Letters, 1:219-222, 2007.
[6]  F. Chen, T. Aoki, and T. Horiguchi, "Unsupervised image segmentation based on Bethe Approximation, " Interdis. Information Science, 11:127-139, 2005.
[7]  F. Chen, K. Tanaka, and T. Horiguchi, "Image segmentation based on Bethe approximation for Gaussian mixture model, " Interdis. Information Science, 11:17-29, 2005.

Publications: Conferences/Workshops/Symposiums

[1]  F. Chen and C. De Vleeschouwer, "Robust Volumetric Reconstruction from Noisy Multi-view Foreground Occupancy Masks, " APSIPA ASC 2011, (Accepted) 2011.
[2]  I. Tsuchida, F. Chen, J. Izawa and K. Kotani, "High Quality Free Viewpoint Synthesis Using Multiview Images with Depth Information , " IEEE International Symposium on Multimedia (ISM2011), (Accepted), 2011.
[3]  F. Chen and C. De Vleeschouwer, "Automatic Summarization of Broadcasted Soccer Videos with Adaptive Fast-forwarding, " Int'l Conf. on Multimedia and Expo(ICME) 2011, Paper No.300, 2011.
[4]  S. Hoshino, J. Izawa, F. Chen, K. Kotani, and T. Miki, "A Quality Model of Virtual Reality Endoscopic Simulator for Oral Surgery, " International Forum on Medical Imaging in Asia (IFMIA) 2011, P1-10, 2011.
[5]  F. Chen, D. Delannay, and C. De Vleeschouwer, "Multi-sensored vision for autonomous production of personalized video summaries, " 2nd Int'l ICST Conference on User Centric Media (UCMEDIA), 2010.
[6]  F. Chen and C. De Vleeschouwer, "Automatic Production of Personalized Basketball Video Summaries from Multi-sensored Data, " IEEE International Conference on. Image Processing (ICIP) 2010, pp.565-568, 2010.
[7]  Khin Thu Zar Win, F. Chen, J. Izawa, and K. Kotani, "Pose Invariant Robust Facial Expression Analysis, " IEEE International Conference on. Image Processing (ICIP) 2010, pp.3837-3840, 2010.
[8]  F. Chen, D. Delannay, F.-O. Devaux, and C. De Vleeschouwer, "Multi-Sensored Vision for Autonomous Production of Personalized Video Summaries, " IBC 2010, 2010.
[9]  I.A. Fernandez, F. Chen, F. Lavigney, X. Desurmont and C. De Vleeschouwer, "Browsing Sport Content Through an Interactive H.264 Streaming Session, " MMEDIA2010, pp.155-161, 2010.
[10]  F. Chen, C. De Vleeschouwer, H.D. Barrobes, J.G. Escalada, and D. Conejero, "Automatic And Personalized Summarization Of Audio-Visual Soccer Feeds, " Int'l Conf. on Multimedia and Expo (ICME) 2010, pp.837-842, 2010.
[11]  F. Lavigne, F. Chen and X. Desurmont"Automatic Video Zooming for Sport Team Video Broadcasting On Smart Phones, " Int'l Conf. on Computer Vision Theory and Applications (VISAPP) 2010, pp.157-163, 2010.
[12]  F. Chen and C. De Vleeschouwer, "A resource allocation framework for summarizing team sport videos, " IEEE International Conference on. Image Processing (ICIP) 2009, pp.4349-4352, 2009.
[13]  F. Chen and C. De Vleeschouwer, "Autonomous Production of Basketball Videos from Multi-sensored Data with Personalized Viewpoints, " WIAMIS 2009: 81-84, 2009.
[14]  C. De Vleeschouwer, F. Chen, D. Delannay, C. Parisot, C. Chaudy, E. Martrou, and A. Cavallaro, "Distributed video acquisition and annotation for sport-event summarization, " NEM Summit 2008: Towards Future Media Internet, 2008.
[15]  F. Chen and K. Kotani, "Facial Expression Recognition by SVM-based Two-stage Classifier on Gabor Features, " The 10th IAPR Conference on Machine Vision Applications (MVA'07), 1:453-456, 2007.
[16]  F. Chen and K. Kotani, "Facial expression recognition by ICA with selective prior, " The 6th Intl Conf. on Independent Component Analysis and Blind Source Separation (ICA'06), 1:941-950, 2006.
[17]  F. Chen and K. Kotani, "Automatic Facial Feature Localization by Elastic Bunch Graph Matching with Optimized Gabor Parameters, " The 3th Intl Conf. on Ubiquitous Robots and Ambient Intelligence, 1:148-153, 2006.
[18]  F. Chen, K. Tanaka and T. Horiguchi, "Multi-scale image segmentation based on renormalization group theory, " Proc. 7th Workshop on Information-Based Induction Sciences, 1:271-280, 2004.

Publications: Books/Book Chapters

[1]  F. Chen, Damien Delannay, Christophe De Vleeschouwer, and Pascaline Parisot"Multi-sensored Vision for Autonomous Production of Personalized Video Summary", in Book "Computer Vision for Multimedia Applications: Methods and Solutions" (Edited by Jinjun Wang, Jian Cheng, and Shuqiang Jiang)IGI Global2010.