WAVELET BASED CONTENT BASED IMAGE RETRIEVAL USING COLOR AND TEXTURE FEATURE EXTRACTION BY GRAY LEVEL COOCURENCE MATRIX AND COLOR COOCURENCE MATRIX | Science Publications

Journal of Computer Science

Jeyanthi Prabhu¹  Jawahar Senthil Kumar¹ 

关键词: GLCM;    Color Histogram;    CCM;    Feature Extraction;    Precision;   

DOI  :  10.3844/jcssp.2014.15.22

学科分类：计算机科学（综合）

来源: Science Publications

【 摘 要 】

In this study we proposes an effective content based image retrieval by color and texture based on wavelet coefficient method to achieve good retrieval in efficiency. Color feature extraction is done by color Histogram. The texture feature extraction is acquired by Gray Level Coocurence Matrix (GLCM) or Color Coocurence Matrix (CCM). This study provides better result for image retrieval by integrated features. Feature extraction by color Histogram, texture by GLCM, texture by CCM are compared in terms of precision performance measure.

【 授权许可】

Unknown