Computational Primitives of Visual Perception", Proceeding of the International Conference on Image Processing

CASIA OpenIR > 智能感知与计算研究中心

	Computational Primitives of Visual Perception", Proceeding of the International Conference on Image Processing
	Yongzhen Huang; Kaiqi Huang; Tieniu Tan
	2009
会议名称	International Conference on Image Processing
会议录名称	IEEE International Conference on Image Processing, 2009
页码	1793-1796
会议日期	2009
会议地点	Cairo, Egypt
摘要	Great stride has been made in psychological research about primitives of visual perception, which is important to computer vision and image processing. In this paper, we propose a computational model to imitate the primitives of visual perception based on the pyschological theory of topological perceptual organization. First, we adopt geodesic distance based descriptor to describe an independent topological structure. Then, we consider the spatial relationship of two independent structures. Experiments on structures classification demonstrates that the propose model is consistent with the psychological theory. Further experiments on patches clustering prove that our approach can be used to enhance other algorithms.
关键词	Computational Model descriptor visual Perception
语种	英语
文献类型	会议论文
条目标识符	http://ir.ia.ac.cn/handle/173211/12705
专题	智能感知与计算研究中心
通讯作者	Kaiqi Huang
作者单位	中国科学院自动化研究所
第一作者单位	中国科学院自动化研究所
通讯作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Yongzhen Huang,Kaiqi Huang,Tieniu Tan. Computational Primitives of Visual Perception", Proceeding of the International Conference on Image Processing[C],2009:1793-1796.