Visual Motion of Curves and Surfaces

ISBN-13: 9780521632515 / Angielski / Twarda / 2000 / 194 str.

Roberto Cipolla; Peter Giblin

Opis

The world is full of objects, many of which are visible to us as surfaces. Examples are people, cars, machines, computers and bananas. Exceptions are such things as clouds and trees, which have a more detailed, fuzzy structure. Computer vision aims to detect and reconstruct features of surfaces from the images produced by cameras, in some ways mimicking the way in which humans reconstruct features of the world around them by using their eyes. This book describes how the 3D shape of surfaces can be recovered from image sequences of outlines. Cipolla and Giblin provide all the necessary background in differential geometry (assuming knowledge of elementary algebra and calculus) and in the analysis of visual motion, and emphasizes intuitive visual understanding of the geometric techniques with computer-generated illustrations. They also give a thorough introduction to the mathematical techniques and the details of the implementations, and apply the methods to data from real images.

Recenzje

Review of the hardback: 'The theoretical material of the book is important, and this accessible presentation of it is of great value to anyone seriously interested in developing ideas about the visual perception of surfaces.' David Young, AISB Quarterly

Spis treści

1. Introduction; 2. Differential geometry of curves and surfaces; 3. Views of curves and surfaces; 4. Dynamic analysis of apparent contours; 5. Reconstruction of surfaces from a family of views; 6. Recovery of viewer motion from apparent contours; Bibliography; Index.