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Due to widespread applications found in many areas, Content Based Image Retrieval (CBIR) system is attracting attention of many researchers. Effectiveness of any CBIR system depends on the features extracted to represent an image. So feature extraction is the crucial step in design and development of any Content Based Image Retrieval system. Most commonly used features to represent images are Color,...