Integration of Color and Texture features for Content Based Image Retrieval

Vol.7 No.1

Year: 2012

Issue: July-September

Title: Integration of Color and Texture features for Content Based Image Retrieval   

Author Name: kandala lakshmi aparna, Venu Gopala Rao   

Synopsis:   

This paper presents a new image indexing and retrieval algorithm by combining the color (RGB histogram) and texture feature (local derivative patterns (LDPs). Texture feature, LDP extracts the high-order local information by encoding various distinctive spatial relationships contained in a given local region. Color features, histogram extracts the distribution of various colors in an image. The experimentation has been carried out for proving the worth of our algorithm. It is further mentioned that the database considered for experiment is Corel 1000 databased. The results after being investigated show a significant improvement in terms of their evaluation measures as compared to LDP, RGB histogram.