Edge Detection in Images with Multiplicative Noise by using Ant Colony System
- We propose a method for edge detection in images with multiplicative noise based on Ant Colony System (ACS). To adapt the Ant Colony System algorithm to multiplicative noise, global pheromone matrix is computed by the Coefficient of Variation. We carried out a performance comparison of the edge detection Ant Colony System algorithm among several techniques, the best results were found in the gradient and the coefficient of variation.
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| Author: | Sergio Baltierra, Marco Mora |
|---|---|
| DOI: | https://doi.org/10.48446/opus-12605 |
| ISSN: | 1437-7624 |
| Parent Title (German): | 26. Interdisziplinäre Wissenschaftliche Konferenz Mittweida |
| Publisher: | Hochschule Mittweida |
| Place of publication: | Mittweida |
| Document Type: | Conference Proceeding |
| Language: | English |
| Year of Completion: | 2021 |
| Publishing Institution: | Hochschule Mittweida |
| Contributing Corporation: | Universidad Autónoma de Chile |
| Release Date: | 2021/08/20 |
| Tag: | Ant Colony System Edge Detection; Multiplicative Noise |
| Issue: | 002 |
| Page Number: | 3 |
| First Page: | 154 |
| Last Page: | 156 |
| Open Access: | Frei zugänglich |
| Licence (German): |  Urheberrechtlich geschützt |
