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Universidade Estadual de Campinas (UNICAMP). Instituto de Computação (IC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
Ilan Francisco da Silva in research grants and scholarships supported by FAPESP.
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Dynamic Trees (DT) is an image segmentation method that grows optimum-path trees (regions) from root pixels (seeds). The seeds compete for the most strongly connected pixels, and the strength of connectedness between seed and pixel is defined during the optimum tree-growing process. DT uses an Image Foresting Transform (IFT) algorithm, which defines each object as an optimum-path forest r…
The ALTIS method, developed by the research group, provides a fast and accurate automatic segmentation tool of the lungs and trachea in a chest computed tomography scan. Moreover, the method is robust, since its methodology was developed considering anomalies that deform the lungs. However, the method fails in severe cases of pulmonary anatomy impairment or in the presence of structures a…
Cell image segmentation of 3D/4D microscopy images is a complex task due to the lack of signal intensity in some parts of the image, splitting, and merging of cells. Methods based on Deep Learning have been developed to solve the problem automatically, but errors often occur, leading to two subproblems of interest: (1) how can we effectively detect the cells with segmentation errors? (2) …
| 2 / 2 | Completed scholarships in Brazil |
| 1 / 1 | Completed scholarships abroad |
| 3 / 3 | All Scholarships |
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