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This book is about the Classification of emotions based on natural scene images which is a new concept in an innovative field of Image Processing domain. Image processing domain has always proven to be challenging criteria in field of research and development. This book covers concepts related to Image Retrieval, Image Processing and Computer Vision, Emotion detection and CBIR (Content Based Image Retrieval) technique.