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Color image segmentation using PDE-based regularization and watersheds Erdem Yörük
| Content Provider | Semantic Scholar |
|---|---|
| Author | Akgül, Ceyhun Burak |
| Abstract | —In this paper, we propose an extension of watershed segmentation to color images. PDE-based regularization is considered prior to the extraction of watershed contours in order to avoid the inherent oversegmentation problem. Several PDEs are implemented and tested in terms of their efficiency as a preprocessing block of watershed segmentation. We have also implemented Vincent and Soille's fast watersheds algorithm in concatenation with region merging to get a true segmentation of color images. The results prove to be satisfactory. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | http://erdemyoruk.com/Documents/Publications/SIU%20-%20Color%20Image%20Segmentation%20Using%20PDE-Based%20Regularization%20And%20Watersheds%20-Yoruk.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
