Art

J-GLOBAL ID：201402268171068562   Reference number：14A0226448

A Novel Method for Exploring Patch-level Context to Improve Image Categorization Performance

画像カテゴライズ性能向上のためのパッチレベル文脈探索の新手法

Author (5)： BAI Shuang (Beijing Jiaotong Univ.) ,  MATSUMOTO Tetsuya (Nagoya Univ.) ,  TAKEUCHI Yoshinori (Daido Univ.) ,  KUDO Hiroaki (Nagoya Univ.) ,  OHNISHI Noboru (Nagoya Univ.)
Material： 電気学会論文誌 C  (IEEJ Transactions on Electronics, Information and Systems)
Volume： 133  Issue： 12  Page： 2264-2274 (J-STAGE)  Publication year： 2013 
JST Material Number： S0810A  ISSN： 0385-4221  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *classification ,  *image ,  set ,  information retrieval ,  image recognition ,  content (document resource) ,  context ,  bag-of-words model
Semi thesaurus term： bag-of-words ,  *image categorization ,  video content

JST classification (1)： Pattern recognition  (JE07000S)

Reference (27)：

• (1) S. Bai, T. Matsumoto, Y. Takeuchi, H. Kudo, and N. Ohnishi: “Incorporating contextual information into bag-of-visual-words framework for effective object categorization”, IEICE Transactions, No. 12, pp. 3060-3068 (2012)
• (2) O. Boiman, E. Shechtman, and M. Irani: “In defense of nearest-neighbor based image classification”, In CVPR (2008)
• (3) A. Bosch, A. Zisserman, and X. Munoz: “Scene classification via plsa”, In ECCV, pp. 517-530 (2006)
• (4) O. Chapelle, P. Haffner, and V. Vapnik: “Svms for histogram-based image classification”, In IEEE transactions on Neural Networks, Vol. 10, pp. 1055-1064 (1999)
• (5) G. Csurka, C. Dance, L. Fan, J. Williamowski, and C. Bray: “Visual categorization with bags of keypoints”, In Statist. Learning Comput. Vision Workshop (SLCV), pp. 1-22 (2004)

Terms in the title (6)： 画像カテゴライズ ,  性能向上 ,  パッチ ,  文脈 ,  探索 ,  手法