A Stochastic Scale Space for Multiscale Image Representation

Authors:
Uma S. Ranjan;K. R. Ramakrishnan
Affiliations:
-;-
Venue:
SCALE-SPACE '99 Proceedings of the Second International Conference on Scale-Space Theories in Computer Vision
Year:
1999

Citing 2
Cited 0

Scale-Space and Edge Detection Using Anisotropic Diffusion

IEEE Transactions on Pattern Analysis and Machine Intelligence
The Perona-Malik paradox

SIAM Journal on Applied Mathematics

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Abstract

The notion of a stochastic scale space has been introduced through a stochastic approximation to the Perona-Malik equation. The approximate solution has been shown to preserve scale-space causality and is well-posed in an expected sense. The algorithm also converges to a (unique) constant image.