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
Conference NameInternational Conference on Image Processing
Source PublicationIEEE International Conference on Image Processing, 2009
Pages1793-1796
Conference Date2009
Conference PlaceCairo, Egypt
AbstractGreat 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.
KeywordComputational Model   descriptor   visual Perception
Language英语
Document Type会议论文
Identifierhttp://ir.ia.ac.cn/handle/173211/12705
Collection智能感知与计算研究中心
Corresponding AuthorKaiqi Huang
Affiliation中国科学院自动化研究所
Recommended Citation
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.
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