Generalization of Canny-Deriche filter for detection of noisy exponential edge
Category
Journal Article
Authors
Bourennane, E., Gouton, P., Paindavoine, M., Truchetet, F.
Year
2002
Title
Generalization of Canny-Deriche filter for detection of noisy exponential edge
Journal / book / conference
Signal Processing
Abstract
This paper presents a generalization of the Canny-Deriche filter for ramp edge detection with optimization criteria used by Canny (signal-to-noise ratio, localization, and suppression of false responses). Using techniques similar to those developed by Deriche, we derive a filter which maximizes the product of the first two criteria under the constraint of the last one. The result is an infinite length impulse response filter which leads to a stable third-order recursive implementation. Its performance shows an increase of the signal-to-noise ratio in the case of blurred and noisy images, compared to the results obtained from Deriche's filter.
Issue
10
Volume
82
Pages
1317-1328