Computer Vision: Algorithms and Applications (Texts in Computer Science)

Computer Vision: Algorithms and Applications is an exceptionally authoritative and comprehensive textbook/reference that explores the variety of techniques used to analyze and interpret images.

This book takes a scientific approach to formulating computer vision problems, analyzing them using latest classical and deep learning models, and solving them using rigorous engineering principles.

With 1,500 new citations and 200 new figures covering tremendous developments from the last decade, this textbook is suitable for an upper-level undergraduate or graduate-level course in computer science or engineering.

It provides exercises at the end of each chapter with a heavy emphasis on testing algorithms and containing numerous suggestions for small mid-term projects.

This book focuses on basic techniques that work under real-world conditions and encourages students to push their creative boundaries.