Performance Evaluation of Image Retrieval Algorithms using Wavelet-based Feature Extraction: An Experimental Study

Hoang Nguyen-Duc, Thuong Le-Tien, Tuan Do-Hong, and Cao Bui-Thu


CBIR, content-based image retrieval, performance evaluation


In this article, we introduce an overview of performance evaluation for the content-based image retrieval algorithms (CBIR algorithms) and propose a set of performance measures to evaluate retrieval effectiveness. We select some CBIR algorithms using the wavelet-based feature extraction which are introduced recently for surveying. The texture image databases for benchmark are used for experiments and compare to each other of selected algorithms. The last part of this article, conclusions for retrieval effectiveness evaluation are given.

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