计算视觉及其正则化方法

COMPUTATIONAL VISION AND REGULARIZATION APPROACH

  • 摘要: 以视觉信息处理的理论研究为中心课题的计算视觉,是当今世界视觉研究的主流.它不仅在生物智能中为我们全面地理解视觉创造了条件,而且在人工智能中为我们开发自动图象分析系统奠定了基础.本文扼要地论述了Marr的视觉理论和Poggio的视觉正则化方法,目的是要说明计算方法是研究人和机器的视觉信息处理的一个自然方法.

     

    Abstract: The computational vision,concentrating on the theoretical research of visual information processing,is the mainstcam of vision research in the world.Not only does it offer us with the possibility of thorough understanding the biological intelligence,it also sets the fundamental for developing the system of automatical image analysis in the field of artificial intelligence.In the paper we give a brief description of the computational vision proposed by Marr and the visual regularization theory by Poggio.Our aim is to demonstrate that the computational method is a natural way of studying the information processing of human and machine visions.

     

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