Group-Theoretical Methods in Image Understanding
Seiten
1990
Springer Berlin (Hersteller)
978-3-540-51253-0 (ISBN)
Springer Berlin (Hersteller)
978-3-540-51253-0 (ISBN)
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This book presents the mathematics relevant to image understanding by
computer vision and gives examples of actual applications. Group
representation theory, Lie groups and Lie algebras, the theory of
invariance, tensor calculus, differential geometry and projective
geometry are used for three-dimensional shape and motion analysis from
images, making use of techniques such as shape from motion, shape from
texture, shape from angle and shape from surface. Although the
mathematics itself may be well known to mathematicians, people working
in areas related to computer science, image understanding, computer
vision and image processing have usually never studied such
mathematics, and so may be surprised to learn that abstract
mathematical concepts can be of enormous help in building intelligent
computer vision systems.
computer vision and gives examples of actual applications. Group
representation theory, Lie groups and Lie algebras, the theory of
invariance, tensor calculus, differential geometry and projective
geometry are used for three-dimensional shape and motion analysis from
images, making use of techniques such as shape from motion, shape from
texture, shape from angle and shape from surface. Although the
mathematics itself may be well known to mathematicians, people working
in areas related to computer science, image understanding, computer
vision and image processing have usually never studied such
mathematics, and so may be surprised to learn that abstract
mathematical concepts can be of enormous help in building intelligent
computer vision systems.
| Reihe/Serie | Springer Series in Information Sciences ; Vol.20 |
|---|---|
| Zusatzinfo | 138 figs. |
| Sprache | englisch |
| Gewicht | 872 g |
| Einbandart | gebunden |
| Schlagworte | Gruppe (Mathematik) |
| ISBN-10 | 3-540-51253-5 / 3540512535 |
| ISBN-13 | 978-3-540-51253-0 / 9783540512530 |
| Zustand | Neuware |
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