计算机视觉中的曲率尺度空间技术:基本概念与理论发展

2009 Chinese Conference on Pattern Recognition Pub Date : 2009-12-04 DOI:10.1109/CCPR.2009.5344122

Baojiang Zhong, K. Ma, Wenzhong Liu

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摘要

尺度空间技术在计算机视觉和图像处理领域受到广泛关注。特别是，曲率尺度空间(CSS)技术被选择在MPEG-7标准中，因为它有许多很好的特性。本文首先详细阐述了尺度空间的概念，阐明了尺度空间在解决基于形状的视觉问题中的意义。然后简要介绍了过去几十年CSS技术的理论发展。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Curvature Scale Space Technique in Computer Vision: Basic Concept and Theoretical Developments

Scale space techniques have attracted much attention in the field of computer vision and image processing. In particular, the curvature scale space (CSS) technique was selected in the MPEG-7 standard due to a number of nice properties. In this paper the scale space concept is first explained in detail and its significance in solving shape-based vision problems is clarified. A brief survey of the theoretical developments of the CSS technique in the past few decades is then presented.

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2009 Chinese Conference on Pattern Recognition

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