Texture image retrieval using rotated wavelet filters

被引：118

作者：

Kokare, Manesh ^{[1
]}

Biswas, P. K. ^{[1
]}

Chatterji, B. N. ^{[1
]}

机构：

[1] Indian Inst Technol, Dept Elect & Elect Commun Engn, Kharagpur 721302, W Bengal, India

来源：

PATTERN RECOGNITION LETTERS | 2007年 / 28卷 / 10期

关键词：

content based image retrieval; rotated wavelet filters; Canberra distance metric; similarity measurement; texture retrieval; wavelets;

D O I：

10.1016/j.patrec.2007.02.006

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A novel approach for texture image retrieval is proposed by using a new set of two-dimensional (2-D) rotated wavelet filters (RWF) and discrete wavelet transform (DWT) jointly. A new set of 2-D rotated wavelet improves characterization of diagonally oriented textures. Experimental results indicate that the proposed method improves retrieval rate from 70.09% to 78.44% on database D1, and from 75.62% to 80.78% on database D2, compared with the traditional DWT based approach. The proposed method also retains comparable levels of computational complexity. (C) 2007 Elsevier B.V. All rights reserved.

引用

页码：1240 / 1249

页数：10

共 29 条

[1]

[Anonymous], 1993, Ten Lectures of Wavelets

[2]

[Anonymous], IEEE T IMAGE PROCESS, DOI DOI 10.1109/83.753747

[3]

Brodatz P, 1966, TEXTURES PHOTOGRAPHI

[4] Texture analysis and classification with tree-structured wavelet transform [J].

Chang, Tianhorng ;

Kuo, C. -C. Jay .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 1993, 2 (04) :429-441

[5] ROTATION AND GRAY-SCALE TRANSFORM INVARIANT TEXTURE IDENTIFICATION USING WAVELET DECOMPOSITION AND HIDDEN MARKOV MODEL [J].

CHEN, JL ;

KUNDU, A .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1994, 16 (02) :208-214

[6] TWO-DIMENSIONAL SPECTRAL-ANALYSIS OF CORTICAL RECEPTIVE-FIELD PROFILES [J].

DAUGMAN, JG .

VISION RESEARCH, 1980, 20 (10) :847-856

[7] Wavelet-based texture retrieval using generalized Gaussian density and Kullback-Leibler distance [J].

Do, MN ;

Vetterli, M .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 2002, 11 (02) :146-158

[8]

FOUNTAIN SR, 1998, P BRIT COMP VIS C

[9] THE DESIGN AND USE OF STEERABLE FILTERS [J].

FREEMAN, WT ;

ADELSON, EH .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1991, 13 (09) :891-906

[10] Rotation-invariant texture classification using a complete space-frequency model [J].

Haley, GM ;

Manjunath, BS .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 1999, 8 (02) :255-269

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