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

ISBN-13: 9783659450693 / Angielski / Miękka / 2013 / 128 str.

M. Rama Bai; V. Venkata Krishna

Opis

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.

O autorze

Dr M. Rama Bai received her Ph.D. degree in Computer Science and Engg from Jawaharlal Nehru Technological University, Kakinada, India in 2012. Presently she is working as Professor at Mahatma Gandhi Institure of Technology, Hyderabad, India. She has published 20 research publications in various National and International Journals and conferences.