Computer vision aims to detect and reconstruct features of surfaces from the images produced by cameras, in some way mimicking the way in which humans reconstruct features of the world around them by using their eyes. In this book the authors describe research in computer vision aimed at recovering the 3D shape of surfaces from image sequences of their 'outlines'. They provide all the necessary background in differential geometry (assuming knowledge of elementary algebra and calculus) and in the analysis of visual motion, emphasising 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 using the most current techniques.
This book describes how to reconstruct 3D surfaces from images, using geometry, with applications to computer vision.ReviewsReview 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
Book InformationISBN 9780521118187
Author Roberto CipollaFormat Paperback
Page Count 196
Imprint Cambridge University PressPublisher Cambridge University Press
Weight(grams) 320g
Dimensions(mm) 244mm * 170mm * 11mm