Computer vision. Theory and algorithms

Introduction to the designation system and mathematical apparatus necessary to describe images
Topological and geometric foundations of the analysis of images and distribution of values ​​in them
Introduction to an optical flow as a means of representing dense movement
Description of some approaches to images binary and segmentation of photos and videos,
Three main components of the computer vision system
Review of three -dimensional reconstruction methods based on computer vision
Introduction to classification and training methods with a detailed description of algorithms
In this book you will find an affordable introduction into the main aspects of computer vision: processing and analysis of images, analysis of dense movement, segmentation of images, work with cameras, three -dimensional reconstruction, comparison of stereo -eating, detection of objects, etc. The material is supplemented by historical certificates, recommendations According to further reading and information about the mathematical concepts under consideration. At the end of each chapter there are exercises and questions for understanding the material.
The publication is intended for a wide range of data and images analysis specialists, and can also be used as a textbook for senior students and for self -education