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	PRIOR-GUIDED AUTOMATIC OBJECT CUTOUT IN PERSONAL ALBUM
	Mu, Yadong ; Zhou, Bingfeng
	2009
关键词	object cutout human detection line segment Markov network
英文摘要	Automatic object cutout in personal album is still an open problem for computer graphics and computer vision communities. In this paper we propose a two-stage prior-guided approach for automatic object cutout. Unlike traditional computational illumination or side information-based approaches, we utilize machining learning techniques to obtain prior knowledge for target object category (front-view straight-up person here). Based on the learnt priors, desired objects can be roughly located in an image. Another contribution in this paper is the novel regularization terms defined in line segment Markov network (LSMN). Various experiments are performed to demonstrate the effectiveness of our proposed method.; Computer Science, Software Engineering; Computer Science, Theory & Methods; Engineering, Electrical & Electronic; CPCI-S(ISTP); 0
语种	英语
内容类型	其他
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/321257]
专题	信息科学技术学院
推荐引用方式 GB/T 7714	Mu, Yadong,Zhou, Bingfeng. PRIOR-GUIDED AUTOMATIC OBJECT CUTOUT IN PERSONAL ALBUM. 2009-01-01.

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