JOURNAL ARTICLE

<title>Multiresolution image retrieval through fusion</title>

Vladimir NikulinGeorge Bebis

Year: 2003 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 5307 Pages: 377-387   Publisher: SPIE

Abstract

In this paper, we consider the problem of searching large image databases on the basis of the similarity between a query image submitted to the system and a set of target images in a database. In particular, we propose a system that combines results from several independent query configurations run in parallel. We provide a comparative analysis of performance of the individual configurations, which include four combinations of two color spaces (RGB and YIQ) and two wavelet composition algorithms (Haar and Daubechies), and an approach that combines the four configurations (fusion).

Keywords:
Computer science Image fusion Computer vision Multiresolution analysis Image retrieval Fusion Artificial intelligence Information retrieval Image (mathematics) Wavelet transform Wavelet

Metrics

2
Cited By
0.26
FWCI (Field Weighted Citation Impact)
0
Refs
0.54
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Image Retrieval and Classification Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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