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Robust local–global SOM-based ACM
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Abdelsamea, Mohammed M. and Gnecco, G. (2015) Robust local–global SOM-based ACM. Electronics Letters, 51 (2). pp. 142-143. doi:10.1049/el.2014.3691 ISSN 0013-5194.
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Official URL: http://dx.doi.org/10.1049/el.2014.3691
Abstract
A novel active contour model (ACM) for image segmentation, driven by both local and global image-intensity information encoded by a self-organising map (SOM), is proposed. Experimental results demonstrate the robustness of the proposed model to the contour initialisation and to the additive noise, when compared with the state-of-the-art local and global ACMs. They also demonstrate its robustness to scene changes.
| Item Type: | Journal Article | ||||||
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| Divisions: | Faculty of Science, Engineering and Medicine > Medicine > Warwick Medical School > Biomedical Sciences > Cell & Developmental Biology Faculty of Science, Engineering and Medicine > Medicine > Warwick Medical School > Biomedical Sciences Faculty of Science, Engineering and Medicine > Medicine > Warwick Medical School |
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| Journal or Publication Title: | Electronics Letters | ||||||
| Publisher: | Institution of Engineering and Technology | ||||||
| ISSN: | 0013-5194 | ||||||
| Official Date: | 22 January 2015 | ||||||
| Dates: |
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| Volume: | 51 | ||||||
| Number: | 2 | ||||||
| Page Range: | pp. 142-143 | ||||||
| DOI: | 10.1049/el.2014.3691 | ||||||
| Status: | Peer Reviewed | ||||||
| Publication Status: | Published | ||||||
| Access rights to Published version: | Restricted or Subscription Access |
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