Fundamentals of Computer Vision

This book covers computer vision and related applications. It begins with low-level vision, which deals primarily with pixel processing for feature extraction, such as points, edges, color, texture, and transform coefficients. It then covers mid-level vision topics, including segmentation, clustering, and tracking. A section on pattern matching and classification deals with classification methods and their use for detection and recognition of objects, activities, and scenes. Finally, it explores applications of computer vision, including human computer interaction, surveillance, and medical imaging.

Aceasta carte acopera viziunea computerizata si aplicatiile conexe. Incepe cu o viziune de nivel scazut, care se ocupa in primul rand de procesarea pixelilor pentru extragerea caracteristicilor, cum ar fi punctele, marginile, culoarea, textura si coeficientii de transformare.