Szczegóły publikacji
Opis bibliograficzny
Fuzzy evaluations of image segmentations / Bartosz ZIÓŁKO, David Emms, Mariusz ZIÓŁKO // IEEE Transactions on Fuzzy Systems ; ISSN 1063-6706. — 2018 — vol. 26 no. 4, s. 1789–1799. — Bibliogr. s. 1798–1799, Abstr. — Publikacja dostępna online od: 2017-09-13
Autorzy (3)
- AGHZiółko Bartosz
- Emms David
- AGHZiółko Mariusz
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 133944 |
|---|---|
| Data dodania do BaDAP | 2021-05-21 |
| Tekst źródłowy | URL |
| DOI | 10.1109/TFUZZ.2017.2752130 |
| Rok publikacji | 2018 |
| Typ publikacji | artykuł w czasopiśmie |
| Otwarty dostęp |  |
| Czasopismo/seria | IEEE Transactions on Fuzzy Systems |
Abstract
Evaluation measures for images segmentation are suggested. The methods compare the results of automatic segmentation with ground truth. The presented methods for assessing the similarity of the segments are based on three different approaches: the number of pixels in common, the similarity of the contours, and the location of centroids. The fuzzy approach consists of considering the significance of segment differences in relation to the size of the segments. The final measures for the whole images are based on recall and precision, widely used in information retrieval tasks. The approaches presented in this paper apply the fuzzy set theory instead of classical evaluation methods.
