An experimental comparison on gabor wavelet and wavelet frame based features for image retrieval

Authors:
Yu-Long Qiao;Jeng-Shyang Pan;Sheng-He Sun
Affiliations:
Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, Heilongjiang, China;Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, Heilongjiang, China;Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, Heilongjiang, China
Venue:
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Year:
2005

Citing 7
Cited 0

A Theory for Multiresolution Signal Decomposition: The Wavelet Representation

IEEE Transactions on Pattern Analysis and Machine Intelligence
Ten lectures on wavelets

Ten lectures on wavelets
Texture Features for Browsing and Retrieval of Image Data

IEEE Transactions on Pattern Analysis and Machine Intelligence
A comparison of wavelet transform features for texture image annotation

ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol.2)-Volume 2 - Volume 2
Cosine-modulated wavelet based texture features for content-based image retrieval

Pattern Recognition Letters
Texture classification and segmentation using wavelet frames

IEEE Transactions on Image Processing
Color and texture descriptors

IEEE Transactions on Circuits and Systems for Video Technology

Quantified Score

Hi-index	0.00

Visualization

Abstract

The mean and standard deviation of the magnitudes of coefficients of the transform domain are common used in texture image retrieval. This paper performs an experimental comparison on Gabor wavelet and wavelet frame based features for this application. The detail comparison results indicate the performance of the former is not superior over that of the last in the query-by-example retrieval.