Art

J-GLOBAL ID：201102263930506495   Reference number：11A0726925

A note on improvement of classification performance based on SVDD including target object detection scheme

対象物検出機能を含むSVDDに基づく識別器の高精度化に関する一検討

Author (3)： OKADA KANEFUMI (北大 大学院情報科学研究科) ,  OGAWA TAKAHIRO (北大 大学院情報科学研究科) ,  HASEYAMA MIKI (北大 大学院情報科学研究科)
Material： 電子情報通信学会技術研究報告  (IEICE Technical Report (Institute of Electronics, Information and Communication Engineers))
Volume： 110  Issue： 421(IE2010 104-144)  Page： 113-117  Publication year： Feb. 14, 2011 
JST Material Number： S0532B  ISSN： 0913-5685  Document type： Proceedings
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *object recognition ,  pattern classification ,  *signal discriminator ,  *improvement ,  data ,  discriminative learning ,  hyperspherical coordinate ,  Automation ,  segmentation ,  data representation ,  vector (mathematics) ,  description ,  learning data ,  region ,  modification
Semi thesaurus term： *high precision ,  region extraction

JST classification (1)： Pattern recognition  (JE07000S)

Reference (12)：

• 1) VIOLA P. Robust Real-Time Face Detection. International Journal of Computer Vision. (2004) vol.57, no.2, p.137-154.
• 2) CSURKA G. Visual categorization with bags of keypoints. Proc. of ECCV Workshop on Statistical Learning in Computer Vision, 2004. (2004) p.1-22.
• 3) TAX D. M. J. Support vector data description. Machine Learning. (2004) vol.54, no.1, p.45-66.
• 4) MERCER J. Functions of positive and negative type and their connection with the theory of integral equations. Trans. Lond. Phil. Soc. (A). (1909) vol.209, p.415-446.
• 5) FEI-FEI L. Learning generative visual models from few training examples : an incremental Baysian approach tested on 101 object categories. Workshop on Generative-Model Based Vision, Computer Vision and Pattern Recognition, 2004. (2004)

Terms in the title (4)： 対象物 ,  検出機能 ,  識別器 ,  高精度化