This book investigates the fundamental principles of computer vision by examining the mathematical and physical structure of the visual world. Vishvjit S. Nalwa, an expert in the field, synthesizes complex geometric and optical concepts into a coherent framework. The text serves as both an entry point for students and a reference for practitioners, focusing on the core mechanics of how machines interpret visual data.

Experts frequently cite this work as a foundational text for understanding the geometric underpinnings of computer vision. Readers often note the technical density of the prose, which requires a solid background in mathematics to fully grasp the presented concepts.