Art

J-GLOBAL ID：200902231147756473   Reference number：09A1152415

Hardware Accelerator for Run-Time Learning Adopted in Object Recognition with Cascade Particle Filter

カスケード粒子フィルタによる物体認識で採用される実行時学習に対するハードウェアアクセラレータ

Author (4)： SUGANO Hiroki (Kyoto Univ., Kyoto-shi, JPN) ,  OCHI Hiroyuki (Kyoto Univ., Kyoto-shi, JPN) ,  NAKAMURA Yukihiro (Ritsumeikan Univ., Kusatsu-shi, JPN) ,  MIYAMOTO Ryusuke (Nara Inst. of Sci. and Technol., Ikoma-shi, JPN)
Material： IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences (Institute of Electronics, Information and Communication Engineers)  (IEICE Trans Fundam Electron Commun Comput Sci (Inst Electron Inf Commun Eng))
Volume： E92-A  Issue： 11  Page： 2801-2808  Publication year： Nov. 01, 2009 
JST Material Number： F0699C  ISSN： 0916-8508  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： filter ,  cascade connection ,  *object recognition ,  data processing system ,  program execution ,  learning algorithm ,  modification ,  computational complexity ,  accuracy ,  computer algorithm ,  electric power consumption ,  prototyping ,  prototype ,  logic synthesis ,  circuit simulation ,  real time processing ,  embedded system
Semi thesaurus term： *granular filter ,  accelerator ,  AdaBoost ,  hardware implementation ,  high accuracy ,  cognitive algorithm ,  rapid prototyping

JST classification (3)： Pattern recognition  (JE07000S) ,  Artificial intelligence  (JE08000Z) ,  CAD,CAM  (JE10000A)

Reference (21)：

• VIOLA, P. Rapid object detection using a boosted cascade of simple features. Proc. IEEE Conference on Computer Vision and Pattern Recognition, 2001. 2001
• VIOLA, P. Detecting pedestrians using patterns of motion and appearance. Int. J. Comput. Vis. 2005, 63, 153-161
• LI, Y. Tracking in low frame rate video : A cascade particle filter with discriminative observers of different lifespans. Proc. IEEE Conference on Computer Vision and Pattern Recognition, 2007. 2007
• LOWE, D. G. Object recognition from local scale-invariant features. Proc. IEEE International Conference on Computer Vision, 1999. 1999, 1150-1157
• DALAL, N. Histograms of oriented gradients for human detection. Proc. IEEE Conference on Computer Vision and Pattern Recognition, 2005. 2005, 886-893

Terms in the title (6)： カスケード ,  粒子フィルタ ,  物体認識 ,  採用 ,  学習 ,  ハードウェアアクセラレータ