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The book contains different noises in an image. The introduced noise in an image may degrade the quality of an image. This leads to degrading the quality of an image and hampers the features in an image.This book also contains the image removal technique. This technique removes the noise efficiently and effectively. The adaptive wiener filter is used to remove noise from an image. This filter effectively removes noise in minimum time.