Can I read Artificial Neural Networks for Computer Vision (Research Notes in Neural Computing, 5) on EtoBox?

Artificial Neural Networks for Computer Vision (Research Notes in Neural Computing, 5) by Yi-Tong Zhou, Rama Chellappa (auth.) is a nonfiction available to read on EtoBox.

What is Artificial Neural Networks for Computer Vision (Research Notes in Neural Computing, 5) about?

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. Erscheinungsdatum: 23.12.1991

Who reads Artificial Neural Networks for Computer Vision (Research Notes in Neural Computing, 5)?

Author

Yi-Tong Zhou, Rama Chellappa (auth.)

Publisher

Springer-Verlag New York

Published

1992

Language

EN

ISBN

9783540976837

Category

nonfiction

Subjects

Engineering, Mathematics, Science