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Shape Representation and Classification through Morphology: Shape and Moment based Texture classification, Morphological Pattern based Age classification and Face recognition

Shape Representation and Classification through Morphology: Shape and Moment based Texture classification, Morphological Pattern based Age classification and Face recognition

Authors
Publisher LAP Lambert Academic Publishing
Year
Pages 128
Version paperback
Language English
ISBN 9783659450693
Categories
Delivery to United States

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Book description

Shape description and analysis is a fundamental problem in image processing and pattern recognition. Efficient shape representation provides the foundation for the development of efficient algorithms for many shape related processing tasks, such as image coding, character recognition, image classification, shape matching, object recognition, content based video processing and image data retrieval. In this book, various methods and classification approaches are presented using morphology for child and adulthood classification, effective face recognition and classification of textures based on extensive empirical studies. This study should help in further research to generate new shape representation schemes based on wavelet transforms, genetic implementations and neural networks for classification and recognition problems. These empirical studies should be useful to researchers as well as professionals in the field of image processing and can find many applications and stimulate further research in the field of image processing and mathematical morphology.

Shape Representation and Classification through Morphology: Shape and Moment based Texture classification, Morphological Pattern based Age classification and Face recognition

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