Artificial Neural Networks for Computer Vision
Language: English
Published by Springer New York Dez 1991, 1991
- Softcover
- New
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.
AbeBooks seller since January 11, 2012
Condition: New
£ 75.56
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Add to basketItem description from seller
This item is printed on demand - it takes 3-4 days longer - Neuware -This monograph is an outgrowth of the authors' recent research on the de velopment of algorithms for several low-level vision problems using artificial neural networks. Specific problems considered are static and motion stereo, computation of optical flow, and deblurring an image. From a mathematical point of view, these inverse problems are ill-posed according to Hadamard. Researchers in computer vision have taken the 'regularization' approach to these problems, where one comes up with an appropriate energy or cost function and finds a minimum. Additional constraints such as smoothness, integrability of surfaces, and preservation of discontinuities are added to the cost function explicitly or implicitly. Depending on the nature of the inver sion to be performed and the constraints, the cost function could exhibit several minima. Optimization of such nonconvex functions can be quite involved. Although progress has been made in making techniques such as simulated annealing computationally more reasonable, it is our view that one can often find satisfactory solutions using deterministic optimization algorithms. 184 pp. Englisch.…
Seller Inventory # 9780387976839
- Title
- Artificial Neural Networks for Computer Vision
- Author
- Rama Chellappa
- Publisher
- Springer New York Dez 1991
- Publication year
- 1991
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 0387976833
- ISBN 13
- 9780387976839
- Item weight
- 289 grams
- Dimensions
- 235x155x11 mm
"Synopsis" may belong to another edition of this title.
BuchWeltWeit Ludwig Meier e.K.
Bergisch Gladbach, Germany
AbeBooks seller since January 11, 2012
Shipping rates from Germany to U.S.A.
| Item | 5 to 15 business days | 5 to 15 business days |
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