Computer Vision by Richard Szeliski

Computer Vision by 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 courses
• Incorporates totally new material on deep learning and applications such as mobile computational photography, autonomous navigation, and augmented reality
• Presents 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.

​Dr. Richard Szeliski has more than 25 years' experience in computer vision research, most notably at Digital Equipment Corporation and Microsoft Research. This text draws on that experience, as well as on computer vision courses he has taught at the University of Washington and Stanford.

SKU	Unavailable
ISBN 13	9783030343712
ISBN 10	3030343715
Title	Computer Vision
Author	Richard Szeliski
Series	Texts In Computer Science
Condition	Unavailable
Binding Type	Hardback
Publisher	Springer Nature Switzerland AG
Year published	2022-01-05
Number of pages	925
Cover note	Book picture is for illustrative purposes only, actual binding, cover or edition may vary.