调优矢量图像的CBIR系统:接口支持

T. D. Mascio, Marco Francesconi, D. Frigioni, L. Tarantino
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引用次数: 12

摘要

本文提出了一个基于内容的矢量图像检索(CBIR)引擎的调优和评估系统,该系统通过图形界面提供逐图查询和逐例查询与查询结果的交互,并分析结果质量。首先将矢量图像建模为惯性系统,然后将其与表示视觉特征的描述子相关联,这些特征不受仿射变换的影响。为了支持不同应用领域的需求,该引擎提供了各种矩集以及不同的相似性计算度量。图形界面提供了一些工具,可以帮助选择将系统调优到特定应用程序域所需的标准和参数。
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Tuning a CBIR system for vector images: the interface support
This paper presents a system supporting tuning and evaluation of a Content-Based Image Retrieval (CBIR) engine for vector images, by a graphical interface providing query-by-sketch and query-by-example interaction with query results, and analysis of result quality. Vector images are first modelled as an inertial system and then they are associated with descriptors representing visual features invariant to affine transformation. To support requirements of different application domains, the engine offers a variety of moment sets as well as difierent metrics for similarity computation. The graphical interface offers tools that helps in the selection of criteria and parameters necessary to tune the system to a specific application domain.
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