Computer Vision: Algorithms and Applications Texts in Computer Science


Computer Vision: Algorithms and Applications Texts in Computer Science
Authors: Richard Szeliski
Year: 2022
Publisher: Springer
Language: english
ISBN 13: 9783030343712
ISBN 10: 3030343715
Categories: Computers, Computer Science
Pages: 206
Edition: 2nd ed. 2022

Availability: 5000 in stock

SKU: 9783030343712 Categories: ,

Computer Vision: Algorithms and Applications (Texts in Computer Science) Richard Szeliski
Computer Vision: Algorithms and Applications explores the variety of techniques used to analyze and interpret images. It also describes challenging real world applications where vision is being successfully used, both in specialized applications such as image search and autonomous navigation, as well as for fun, consumer level tasks that students can apply to their own personal photos and videos.More than just a source of “recipes,” this exceptionally authoritative and comprehensive textbook/reference takes a scientific approach to the formulation of computer vision problems. These problems are then analyzed using the latest classical and deep learning models and solved using rigorous engineering principles.Topics and features:Structured to support active curricula and project oriented courses, with tips in the Introduction for using the book in a variety of customized coursesIncorporates totally new material on deep learning and applications such as mobile computational photography, autonomous navigation, and augmented realityPresents exercises at the end of each chapter with a heavy emphasis on testing algorithms and containing numerous suggestions for small mid term projects
Includes 1,500 new citations and 200 new figures that cover the tremendous developments from the last decade
Provides additional material and more detailed mathematical topics in the Appendices, which cover linear algebra, numerical techniques, estimation theory, datasets, and software
Suitable for an upper level undergraduate or graduate level course in computer science or engineering, this textbook focuses on basic techniques that work under real world conditions and encourages students to push their creative boundaries. Its design and exposition also make it eminently suitable as a unique reference to the fundamental techniques and current research literature in computer vision. Categories:
Computers Computer Science
2nd ed. 2022
947 / 938
ISBN 10:
ISBN 13:
106.74 MB


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Computer Vision: Algorithms and Applications Texts in Computer Science

Availability: 5000 in stock