Image Retrieval Based on Integrative Features and SVM Relevance Feedback
Liu Yinglong · Modern Electronics Technique · 2008
The main focus in this paper is on integrated color,texture and shape extraction methods for CBIR.Original CBIR methodology that uses Gabor filtration for determining the number of Regions of Interest(ROIs).In the ROIs extracted,texture features based on thresholded Gabor features,color features based on histograms,color moments in YUV space,and shape features based on Zernike moments are then calculated.At last,an algorithm of the support vector machine for improving veracity of image retrieval is applied.The result of experiment illustrate proposed method have a better retrieval performance.