Edge Detection and Ridge Detection with Automatic Scale Selection

作者:Tony Lindeberg

摘要

When computing descriptors of image data, the type of information that can be extracted may be strongly dependent on the scales at which the image operators are applied. This article presents a systematic methodology for addressing this problem. A mechanism is presented for automatic selection of scale levels when detecting one-dimensional image features, such as edges and ridges.

论文关键词:edge detection, ridge detection, scale selection, diffuseness, normalized derivative, Gaussian derivative, scale-space, multiscale representation, feature detection, computer vision

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论文官网地址:https://doi.org/10.1023/A:1008097225773