形状匹配:相似性度量和算法

R. Veltkamp
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引用次数: 510

摘要

形状匹配是形状检索、识别与分类、对准与配准、逼近与简化的重要组成部分。本文讨论了解决形状匹配问题所需要的几个方面:选择精确的问题,选择问题所需的相似测度的性质,选择具体的相似测度,构造计算相似度的算法。重点是接近计算几何领域的方法。
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Shape matching: similarity measures and algorithms
Shape matching is an important ingredient in shape retrieval, recognition and classification, alignment and registration, and approximation and simplification. This paper treats various aspects that are needed to solve shape matching problems: choosing the precise problem, selecting the properties of the similarity measure that are needed for the problem, choosing the specific similarity measure, and constructing the algorithm to compute the similarity. The focus is on methods that lie close to the field of computational geometry.
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