用Choquet积分提取描述子的一致子集

18th International Conference on Pattern Recognition (ICPR'06) Pub Date : 2006-08-20 DOI:10.1109/ICPR.2006.521

Jan Rendek, Laurent Wendling

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引用次数: 5

摘要

本文提出了一种新的方法来自动提取专用于特定应用的形状描述子子集。实现了具有低处理时间和保持良好几何特性的基本描述符。然后提出了基于Choquet积分和Shapley值的模型来选择合适的描述符。使用真实数据库的实验研究证明了我们方法的稳健性

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Extraction of Consistent Subsets of Descriptors using Choquet Integral

This paper presents a novel approach to automatically extract a subset of shape descriptors dedicated to an application under consideration. Basic descriptors having low time processing and allowing to keep nice geometric properties were implemented. Then a model based on Choquet integral and Shapley values, are proposed to select suitable descriptors. Experimental studies using real databases attest of the robustness of our approach

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18th International Conference on Pattern Recognition (ICPR'06)

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