Mathematical Methods in Computer Vision

Name: Mathematical Methods in Computer Vision
Brand: Springer, Berlin
SKU: 9780387004976
Price: 583.6 RON
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Autor: Peter J. Olver, Allen Tannenbaum

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Editura: Springer, Berlin

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This volume comprises some of the key work presented at two IMA §Workshops on Computer Vision during...

Informații despre carte

Autor

Peter J. Olver, Allen Tannenbaum

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2003

Pagini

156

EAN

9780387004976

ISBN

0387004971

Enbook ID

01380712

Editura

Springer, Berlin

Greutate

412

Dimensiuni

156 x 234 x 11

Descriere completă

This volume comprises some of the key work presented at two IMA §Workshops on Computer Vision during fall of 2000. Recent years have §seen significant advances in the application of sophisticated §mathematical theories to the problems arising in image processing. §Basic issues include image smoothing and denoising, image enhancement, §morphology, image compression, and segmentation (determining §boundaries of objects-including problems of camera distortion and §partial occlusion). Several mathematical approaches have emerged, §including methods based on nonlinear partial differential equations, §stochastic and statistical methods, and signal processing techniques, §including wavelets and other transform theories. §Shape theory is of fundamental importance since it is the bottleneck §between high and low level vision, and formed the bridge between the §two workshops on vision. The recent geometric partial differential §equation methods have been essential in throwing new light on this §very difficult problem area. Further, stochastic processes, including §Markov random fields, have been used in a Bayesian framework to §incorporate prior constraints on smoothness and the regularities of §discontinuities into algorithms for image restoration and §reconstruction. §A number of applications are considered including optical character §and handwriting recognizers, printed-circuit board inspection systems §and quality control devices, motion detection, robotic control by §visual feedback, reconstruction of objects from stereoscopic view §and/or motion, autonomous road vehicles, and many others.

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