摘要
视觉认知计算模型作为联系视觉认知和信息计算的有效手段,其研究涉及到认知科学、信息科学等多个交叉学科,具有复杂性和多样性等特点.为能更好地把握其发展规律,文中从视觉计算角度系统总结视觉认知计算模型,以其两个主要来源为主线分别从生物视觉机制和视觉计算理论回顾视觉认知计算模型的发展.根据其研究的特点,对视觉认知计算模型的发展做出一定评述,并指出视觉认知计算模型的发展必将对计算视觉理论和生物视觉机制产生深远影响.
The computational models for vision have the characteristics of complex and diversity, as they come from many subjects such as cognition science and information science. In this paper, the computational models for vision are investigated from the biological visual mechanism and computational vision theory systematically. Some points of view about the prospects of the computational model are presented. The development of the computational model will build the bridge for the computational vision and biological visual mechanism.
出处
《模式识别与人工智能》
EI
CSCD
北大核心
2013年第10期951-958,共8页
Pattern Recognition and Artificial Intelligence
基金
国家自然科学基金项目(No.61175007)
国家973计划项目(No.2012CB316302)资助
关键词
视觉认知
计算模型
生物视觉机制
计算视觉理论
Visual Cognition, Computational Model, Biological Visual Mechanism, Computational Vision Theory
