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Macrophage Image Segmentation by Thresholding and Subjective Surface Method
| Content Provider | Scilit |
|---|---|
| Author | Park, Seol Ah Sipka, Tamara Krivá, Zuzana Ambroz, Martin Kollár, Michal Kósa, Balázs Nguyen-Chi, Mai Lutfalla, Georges Mikula, Karol |
| Copyright Year | 2020 |
| Description | We introduce two level-set method approaches to segmentation of 2D macrophage images. The first one is based on the Otsu thresholding and the second one on the information entropy thresholding, both followed by the classical subjective surface (SUBSURF) method. Results of both methods are compared with the semi-automatic Lagrangian method in which the segmentation curve evolves along the edge of the macrophage and it is controlled by an expert user. We present the comparison of all three methods with respect to the Hausdorff distance of resulting segmentation curves and we compare also their perimeter and enclosed area. We show that accuracy of the automatic SUBSURF method is comparable to the results of the semi-automatic Lagrangian segmentation. |
| Related Links | https://content.sciendo.com/downloadpdf/journals/tmmp/75/1/article-p103.pdf |
| e-ISSN | 13389750 |
| DOI | 10.2478/tmmp-2020-0007 |
| Journal | Tatra Mountains Mathematical Publications |
| Issue Number | 1 |
| Volume Number | 75 |
| Language | English |
| Publisher | Walter de Gruyter GmbH |
| Publisher Date | 2020-04-01 |
| Access Restriction | Open |
| Subject Keyword | Journal: Tatra Mountains Mathematical Publications Tatra Mountains Mathematical Publications Artificial Intelligence Macrophage Images Automatic Lagrangian Segmentation Curves |
| Content Type | Text |
| Resource Type | Article |
