Reinhard Klette

Concise Computer Vision: An Introduction into Theory and Algorithms (Undergraduate Topics in Computer Science)

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ISBN 13:
9781447163190
author:
Reinhard Klette
format:
Paperback
publisher:
Springer
language:
English
Publication Year:
2014
Pages:
448
Dimensions:
15.6 x 2.7 x 23.5 cm
Genre:
Computing & Internet, Software & Graphics, Gra
Condition:
New
Availability:
Item usually sent within 5 working days
£50.89

Description

Concise Computer Vision provides an accessible introduction to the fundamental topics in computer vision. This textbook covers the essential concepts and algorithms, making it an ideal resource for those new to the field. The book includes classroom-tested programming exercises and review questions at the end of each chapter. Topics such as image notation, mapping, and analysis are covered, along with techniques for motion analysis, image binarization, and segmentation. The book also examines the components of a computer vision system, including camera geometry and photometry, coordinate systems, and camera calibration. Additionally, it reviews different methods for 3D shape reconstruction using structured lighting, stereo vision, and shading-based understanding. The final chapters introduce classification and learning techniques, including AdaBoost and random forests. With its concise approach, this textbook is suitable for those looking to gain a solid understanding of computer vision fundamentals.

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