Computer Vision and Image Processing Fundamentals and Applications
Computer Vision and Image Processing Fundamentals and Applications by Manas Kamal Bhuyan is published by CRC Press/Taylor & Francis Group in 2019. This 447-page book is written in English and provides an overview of fundamental concepts and issues related to computer vision, focusing on various approaches to address these topics. It covers essential areas such as image acquisition, image formation models, and radiometric models, along with advanced concepts like object classification and image registration.
Readers will find a problem-solving approach that is intended to complement a typical teaching course on computer vision. The book delves into image processing concepts, feature extraction, and feature selection for pattern recognition, making it relevant for those interested in fields such as artificial intelligence and computer graphics. With its comprehensive coverage, this edition serves as a valuable resource for understanding the intricacies of computer vision and its applications in 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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