Computer Vision and Image Processing: Fundamentals and Applications

Manas Kamal Bhuyan

ISBN 10: 0367265737 / ISBN 13: 9780367265731

Editore: CRC Press 2019-08-08, 2019

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Codice articolo 6666-GRD-9780367265731

Dati bibliografici

• Titolo: Computer Vision and Image Processing: Fundamentals and Applications
• Editore: CRC Press 2019-08-08
• Data di pubblicazione: 2019
• Lingua: Inglese
• ISBN 10: 0367265737
• ISBN 13: 9780367265731
• Rilegatura: Hardcover
• Condizione: New

Descrizione articolo

Riassunto

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.

Informazioni sull?autore

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.