×

zbMATH — the first resource for mathematics

Multiple view geometry in computer vision. With foreword by Olivier Faugeras. 2nd edition. (English) Zbl 1072.68104
Cambridge: Cambridge University Press (ISBN 0-521-54051-8/pbk). xvi, 655 p. (2004).
[For a review of the first edition (2000) see Zbl 0956.68149.]
Publisher’s description: A basic problem in computer vision is to understand the structure of a real world scene given several images of it. Techniques for solving this problem are taken from projective geometry and photogrammetry. Here, the authors cover the geometric principles and their algebraic representation in terms of camera projection matrices, the fundamental matrix and the trifocal tensor. The theory and methods of computation of these entities are discussed with real examples, as is their use in the reconstruction of scenes from multiple images. The new edition features an extended introduction covering the key ideas in the book (which itself has been updated with additional examples and appendices) and significant new results which have appeared since the first edition. Comprehensive background material is provided, so readers familiar with linear algebra and basic numerical methods can understand the projective geometry and estimation algorithms presented, and implement the algorithms directly from the book.

MSC:
68T45 Machine vision and scene understanding
68U10 Computing methodologies for image processing
68U05 Computer graphics; computational geometry (digital and algorithmic aspects)
51N15 Projective analytic geometry
68-01 Introductory exposition (textbooks, tutorial papers, etc.) pertaining to computer science
Citations:
Zbl 0956.68149
PDF BibTeX XML Cite
Full Text: DOI