AN IMPROVED TECHNIQUE OF COLOR HISTOGRAM IN IMAGE CLUSTERING USING IMAGE MATTING

Image clustering is one of the applications of content based image retrieval. The purpose of image clustering is to group the object inside the images into different cluster. Using all color of images lead to reduce the accuracy of image clustering. Therefore, this research focuses on the color of the foreground in an image. Image matting has been proposed to subtract between foreground and background of an image. Then, the color histogram of foreground object was used as the feature in image clustering. By applying image matting, the accuracy of image clustering can be improved.

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