陳 凡 CHEN FAN

略歴・Short Biography

Dr. Fan Chen is currently an assistant professor of Japan Advanced Institute of Science and Technology (JAIST) since 2010, which is Japan's first national post-graduate institute founded in 1990. He received his B.S., M.S. and Ph.D., from Nanjing University (China), Tohoku University (Japan), JAIST (Japan), in 2001, 2005 and 2008, respectively. He was supported by the Japanese Government MEXT Scholarship for foreign students, and received twice the awards for outstanding graduating students from both Nanjing Univ. (2001) and JAIST (2008), respectively. He was a software engineer in Rise Corporation for medical imaging application (Japan, 2001-2003), a COE Researcher for face recognition (JAIST, 2005-2007), a post-doctoral researcher in TELE, UCL, where he worked for the FP7 APIDIS European project (2008-2010). He was an academic visitor in QMUL, UK (supported by JSPS Institutional Program for Young Researcher Overseas Visits) in 2012, and a visiting scholar in University of Washington in 2014 (supported by the long-term oversea research grant by Telecommunication Advancement Foundation). His research interests are focused on statistical inference and optimization techniques related to computer vision, pattern recognition, and multimedia analysis. He has published one book chapter, over 45 reviewed journal/international conference papers, and holds two patents. He is an editorial member of American Journal of Signal Processing, an editorial member of Advances in Robotics & Automation, and is a reviewer of many journals and conferences, including TMM, TCSVT, Signal Processing-Image Communication, etc.

著書・Book Chapters

01. 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 Global, 2010.[PDF]

特許・Patents

02. F. Chen, "映像監視システム、映像処理サーバ及び監視映像の閲覧・配信方法 (A Video Surveillance System and A Method for Browsing and Broadcasting Video Content)," 特開2014-192776, Mar.28, 2013.[PDF]

01. C. De Vleeschouwer, and F. Chen, "Systems and Methods for the Autonomous Production of Videos from Multi-Sensored Data," WIPO Patent WO/2010/127418A1, Nov.11, 2010. [PDF]

論文誌論文・Journal Papers

10. F. Chen, C. De Vleeschouwer, and A.Cavallaro, "Resource Allocation for Personalized Video Summarization," IEEE Transaction on Multimedia, 16(2), pp.455-469, 2014. [PDF][Demo Page][BibTex]

09. Hung Nguyen, F. Chen, Kazunori Kotani, Hoai Bac Le, "Fusion of Visible Images and Thermal Image Sequences for Automated Facial Emotion Estimation," J. Mobile Multimedia 10(3&4), pp.294-308, 2014.[PDF]

08. T.T. Tran, F. Chen, K. Kotani and Bac Le Hoai, "Extraction of Discriminative Patterns from Skeleton Sequences for Accurate Action Recognition," Fundamenta Informaticae, 130(2), pp.247-261, (IF2012: 0.399), 2014. [PDF]

07. 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), pp.1381-1394, 2011.[PDF][Demo Page][Demo Tools][BibTex]

06. 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.[PDF][Demo Page][Demo Tools][BibTex]

05. 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",114:667–680, 2010. [PDF][Demo Page][BibTex]

04. 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.[PDF][BibTex]

03. F. Chen and K. Kotani, "Facial Expression Recognition by Fast Supervised Independent Component Analysis," Information Technology Letters, 1:219-222, 2007.[PDF][Link]

02. F. Chen, T. Aoki, and T. Horiguchi, "Unsupervised image segmentation based on Bethe Approximation," Interdis. Information Science, 11:127-139, 2005.[PDF][BibTex]

01. F. Chen, K. Tanaka, and T. Horiguchi, "Image segmentation based on Bethe approximation for Gaussian mixture model," Interdis. Information Science, 11:17-29, 2005.[PDF][BibTex]

解説論文・Tutorial Paper

01. F. Chen, "監視映像の解析技術の研究―監視映像の理解から内容の表現方式まで," 検査技術, 日本工業出版, 3月号, 2014.
["Techniques for Surveillance Video Analysis- from Scene Understanding to Content Presentation", Inspection Engineering, Japan Industrial Publishing, Mar., 2014, (Japanese Version Only)]

国際会議・International Conferences (All Reviewed)

34. F. Chen, Z. Liu and M.T. Sun, "Anomaly Detection by Using Random Projection Forest, " ICIP 2015, (Accepted) Sep. 2015.[PDF][Demo Page]

33. P. Siritanawan, K. Kotani and F. Chen, "Independent Subspace of Dynamic Gabor Features for Facial Expression Classification, " ISM 2014, pp.47-54, Dec. 2014. [PDF]

32. T.T. Tran, F. Chen, K. Kotani and Bac Le Hoai, "Automatic Extraction of Semantic Features for Real-time Action Recognition using Depth Architecture networks, " ICIP 2014, Oct. 2014. [PDF][BibTex]

31. V.H.Nguyen, F. Chen, K. Kotani, and Bac Le Hoai, "Human Emotion Estimation using Wavelet Transform and t-ROIs for Fusion of Visible Images and Thermal Image Sequence, " ICCSA 2014, (Best Paper Award), July 2014. [PDF]

30. T.T. Tran, F. Chen, K. Kotani and Bac Le Hoai, "Automatic Extraction of Semantic Action Features," The 9th International Conference on Signal Image Technology & Internet-based Systems (SITIS 2013), Kyoto, Japan, 2013.[PDF]

29. V.H.Nguyen, K. Kotani, F. Chen, and Bac Le Hoai, "A Thermal Facial Emotion Database and Its Analysis, " 6th Pacific-Rim Symposium on Image and Video Technology (PSIVT 2013), 2013.[PDF]

28. V.H.Nguyen, K. Kotani, F. Chen, and Bac Le Hoai, "Estimation of Human Emotions Using Thermal Facial Information," The 2013 5th International Conference on Graphic and Image Processing (ICGIP 2013), 2013.[PDF]

27. Y. Kasuga, F. Chen and K. Kotani, ” A Combined Similarity Method for Facial Expression Recognition from Multi-view images based on Class Feature,” The 8th International Conference on Knowledge, Information, and Creativity Support Systems (KICSS) 2013, 2013.

26. T.T. Tran, F. Chen, K. Kotani and Bac Le Hoai, ” An Apriori-like Algorithm for Automatic Extraction of the Common Action Characteristics ,” The 10th IEEE RIVF International Conference on Computing and Communication Technologies (RIVF) 2013, 2013.

25. T.T. Tran, F. Chen, K. Kotani and Bac Le Hoai, ” An Apriori-like Algorithm for Automatic Extraction of the Common Action Characteristics ,” The IEEE Visual Communications and Image Processing (VCIP) 2013, 2013. [PDF][Link]

24. F. Chen and C. De Vleeschouwer, ”Personalized Summarization of Broadcasted Soccer Videos with Adaptive Fast-forwarding,” 5th International Conference on Intelligent Technologies for Interactive Entertainment (INTETAIN) 2013, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST), 124, 2013. [PDF]

23. F. Chen, "Hot-spot Detection by Group Interaction Extraction from Trajectories," The 22nd IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN) 2013, Special Session on Perception for Multiple Persons using Multiple Sensors, Paper 66. 2013.[Demo Page][PDF]

22. F. Chen and A. Cavallaro, ”Detecting Group Interactions by Online Association of Trajectory Data,” ICASSP 2013, Paper 2093, pp.1754-1758, 2013. [Sponsored by The Telecommunications Advancement Foundation Grant for Overseas Travel][Demo Page][PDF]

21. T.T. Tran, F. Chen, K. Kotani and Bac Le Hoai, ” Automatic Extraction of Common Action Characteristics,” ISSPIT 2012, 2012.[PDF]

20. F. Chen and C. De Vleeschouwer, ”Partial Motion Trajectory Grouping Through Rooted Arborescence,” ICIP 2012, Paper 2511. 2012.[PDF][Demo Page][BibTex]

19. T.T. Tran, F. Chen, K. Kotani and Bac Le Hoai, ” Extraction of Discriminative Patterns from Skeleton Sequences for Human Action Recognition,” RIVF 2012, Paper 41. (Best Paper Award) 2012.[PDF]

18. F. Chen and C. De Vleeschouwer, ”Robust Volumetric Reconstruction from Noisy Multi-view Foreground Occupancy Masks,” APSIPA ASC 2011, Paper 61. 2011.[PDF]

17. 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), Paper 84, 2011.[PDF]

16. F. Chen and C. De Vleeschouwer, "Automatic Summarization of Broadcasted Soccer Videos with Adaptive Fast-forwarding," Int'l Conf. on Multimedia & Expo(ICME) 2011, Paper No.300, 2011. [PDF][Demo Page][BibTex]

15. 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. [PDF]

14. 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.[PDF]

13. 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.[Sponsored by NEC C&C Foundation Grants for Researchers Attending International Conferences] [PDF]

12. 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.[PDF]

11. F. Chen, D. Delannay, F.-O. Devaux, and C. De Vleeschouwer, "Multi-Sensored Vision for Autonomous Production of Personalized Video Summaries," IBC 2010, 2010.[PDF]

10. 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.[PDF]

09. 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 & Expo (ICME) 2010, pp.837-842, 2010.[PDF][Demo Page][BibTex]

08. 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.[PDF]

07. 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.[PDF]

06. F. Chen and C. De Vleeschouwer, "Autonomous Production of Basketball Videos from Multisensored Data with Personalized Viewpoints," WIAMIS 2009: 81-84, 2009.[PDF]

05. 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.[PDF]

04. 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.[PDF]

03. F. Chen and K. Kotani, "Facial expression recognition by ICA with selective prior," The 6th Int’l Conf. on Independent Component Analysis and Blind Source Separation, 1:941-950, 2006.[PDF]

02. F. Chen and K. Kotani, "Automatic Facial Feature Localization by Elastic Bunch Graph Matching with Optimized Gabor Parameters," The 3th Int’l Conf. on Ubiquitous Robots and Ambient Intelligence, 1:148-153, 2006.[PDF]

01. 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.

国内会議・Domestic Conferences (Reviewed)

02. T.T. Tran, F. Chen, K. Kotani and Bac Le Hoai, "Action Recognition by using Depth Architecture Networks on Relational Features," MIRU 2014, SS2-44, 2014. [PDF]

01. 土田,F. Chen,井澤,小谷, "多視点の画像と形状情報による高画質な自由視点画像生成,” IPSJ-MIRU 2011, 1473-1479, 2011.[PDF]

学会発表・Presentations

15. N.Viet Hung, 小谷, F. Chen, L.Hoai Bac,"Estimation of Human Emotion Using Regions of Interest in a Facial Thermal Image", 2013年映像メディア処理シンポジウム(PCSJ/IMPS2013),2013年12月.

14. S.Prarinya, 小谷, F. Chen,"Feature extraction method for facial expression classification using cumulative change of 2D and 3D image sequences ", 2013年映像メディア処理シンポジウム(PCSJ/IMPS2013),2013年12月.

13. 渡辺, 小谷, F. Chen,"人のインタラクション意欲を用いた表情認識エンジンに関する研究", 2013年映像メディア処理シンポジウム(PCSJ/IMPS2013),2013年12月.

12. F. Chen, "Multi-sensored Vision for Autonomous Production of Personalized Video Content," Malaysia-Japan Workshop for Advanced Technology in Informatikon and Knowledge, June. 2013.

11. 菅谷, F. Chen, 小谷,”動画像シーケンスにおける表情コンテキストを用いた表情認識に関する研究,”PCSJ/IMPS2012, 17:39-40, 2012.

10. 小笠原, 小谷, F. Chen,”モルフォロジカルパターンスペクトルによるテクスチャ解析,”PCSJ/IMPS2012, 17:61-62, 2012.

09. 春日, 小谷, F. Chen,”多視点顔画像を用いた固有空間法に基づく表情認識,”PCSJ/IMPS2012, 17:91-92, 2012.

08. 池田, 小谷, F. Chen,”PSF を用いた画像ボケ特性の表現とボケ画像の主観的な好ましさに関する研究,”PCSJ/IMPS2012, 17:99-100, 2012.

07. 星野, 井澤, F. Chen, 小谷, 三木, 松井, ”口腔内視鏡VR シミュレータにおける質感の再現性に対する客観的評価モデルに関する研究(医用画像),”IEICE Technical Report, 111(389):331-336, 2011.[PDF]

06. F. Chen and C. De Vleeschouwer, "Personalized Summarization of Sports Videos in the Resource Allocation Framework," The 2011 Symposium on Modeling of Speech and Audio-Visual Mechanism, Feb. 2011. [PDF]

05. F. Chen and K. Kotani, "Comparison of MDA and EMC In Robustness Against Over-fitting forFacial Expression Recognition," IEICE Technical Report, PRMU2007-319 1:483-488, 2008.[PDF]

04. F. Chen and K. Kotani, "Facial Feature Land-marking with Optimized Gabor Parameters based on Maximization of Separation between Features," IEICE Technical Report, IE2006-125, 2006. [PDF]

03. F. Chen and K. Kotani, "Facial expression recognition by supervised ICA with selective prior," IEICE Technical Report, CS2005-57, 2005.[PDF]

02. F. Chen and T. Horiguchi, "Multi-scale image segmentation based on renormalization grouptheory by using Bethe approximation," The 2004 Autumn Meeting of Physical Society of Japan,Aomori, 14aTD-4, 2004.

01. F. Chen and T. Horiguchi, "Image segmentation based on mean-field approximation for Gaussianmixture model," The 2004 Spring Meeting of Physical Society of Japan, Kyusyu, 29pWB-14, 2004.

出展・Exhibitions

02. F. Chen, "監視システムにおける監視画像の統合、閲覧及び配信方法," Innovation Japan 2013, Aug.29-30, 2013. [More]

01. F. Chen, "異種端末向けの個人化ビデオ配信サービス," 北陸技術交流テクノフェア2011, Oct.20-21, 2011. [More]