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Computer Vision and Image Processing: Fundamentals and Applications de Manas Kamal Bhuyan

Computer Vision and Image Processing: Fundamentals and Applications

Autor Manas Kamal Bhuyan
en Limba Engleză Hardback – 7 oct 2019
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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Specificații

ISBN-13: 9780367265731
ISBN-10: 0367265737
Pagini: 464
Ilustrații: 3 Tables, black and white; 257 Illustrations, black and white
Dimensiuni: 156 x 234 x 31 mm
Greutate: 0.79 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press

Public țintă

Academic and Postgraduate

Cuprins

Part I Image Formation and Image Processing. 1 Introduction to Computer Vision and Basic Concepts of Image Formation. 2 Image Processing Concepts. Part II Image Features. 3 Image Descriptors and Features. Part III Recognition. 4 Fundamental Pattern Recognition Concepts. Part IV Applications. 5 Applications of Computer Vision.

Notă biografică

Prof. Manas Kamal Bhuyan received a Ph.D. degree in electronics and communication engineering from the India Institute of Technology (IIT) Guwahati, India. He was with the School of Information Technology and Electrical Engineering, University of Queensland, St. Lucia, QLD, Australia, where he was involved in postdoctoral research. He was also a Researcher with the SAFE Sensor Research Group, NICTA, Brisbane, QLD, Australia. He was an Assistant Professor with the Department of Electrical Engineering, IIT Roorkee, India and Jorhat Engineering College, Assam, India. In 2014, he was a Visiting Professor with Indiana University and Purdue University, Indiana, USA. He is currently a Professor with the Department of Electronics and Electrical Engineering, IIT Guwahati, and Associate Dean of Infrastructure, Planning and Management, IIT Guwahati. His current research interests include image/video processing, computer vision, machine Learning and human computer interactions (HCI), virtual reality and augmented reality. Dr. Bhuyan was a recipient of the National Award for Best Applied Research/Technological Innovation, which was presented by the Honorable President of India, the Prestigious Fullbright-Nehru Academic and Professional Excellence Fellowship, and the BOYSCAST Fellowship. He is an IEEE senior member. He has almost 25 years of industry, teaching, and research experience.

Descriere

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.