Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2010/05/01 Vol. E93-DNo. 5pp. 1321-1324 Type of Manuscript: LETTER Category: Image Recognition, Computer Vision Keyword: pedestrian tracking, HOG detector, pose change, online training,