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This book will help to understand the basic concepts of types of pixels which form an image. What are various issues encountered while classification of remote sensed images. This book give a detail study of different classifiers used in different applications for the classification purpose. In this book elaborated literature related to the basic and more complex issue of classification has been explain and solutions provided to eliminate or diminish it.