Computer Vision and Image Processing Fundamentals and Applications

Computer Vision and Image Processing Fundamentals and Applications by Manas Kamal Bhuyan, published by CRC Press/Taylor & Francis Group in 2019, offers a comprehensive exploration of essential concepts in computer vision. This 447-page book is presented in English and is designed to familiarize readers with key issues and methodologies in the field, focusing on topics such as image acquisition, image formation models, and the principles of image processing.
Readers will find a detailed examination of various techniques, including feature extraction and selection for pattern recognition, as well as advanced topics like object classification, tracking, and image registration. The book adopts a problem-solving approach, making it suitable as a companion for teaching courses on computer vision. It covers significant areas such as artificial intelligence and computer graphics, providing a solid foundation for those interested in the intersection of technology and engineering.
Official synopsis Publisher
The book familiarizes readers with fundamental concepts and issues related to computer vision and major approaches that address them. The focus of the book is on image acquisition and image formation models, radiometric models of image formation, image formation in the camera, image processing concepts, concept of feature extraction and feature selection for pattern classification/recognition, and advanced concepts like object classification, object tracking, image-based rendering, and image registration. Intended to be a companion to a typical teaching course on computer vision, the book takes a problem-solving approach.
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