CV Lattes
Universidade de São Paulo (USP). Instituto de Matemática e Estatística (IME) (Institutional affiliation from the last research proposal) Birthplace: Brazil
Master in Computer Science from the Institute of Mathematics and Statistics of University of São Paulo.(IME-USP) (Source: Lattes Curriculum)
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Transforms or operators that map input images to output images can be applied to several areas of study, such as on the analysis of medical images or of document images. The manual creation of operators that perform desired transformations is a task that demands considerable time and effort. Thus, more recently, methods that seek automatic design of these operators and that are based on d…
Image operators that are translation-invariant and locally defined with respect to a neighborhood delimited by a window W can be characterized by a function whose domain is the set of all images restricted to W. The result of an image processing transformation through this type of operator can be computed by applying, on each pixel in the image, the corresponding function. These operators…
Image processing is an important step in many image analysis tasks. With deep neural networks, and particularly with the fully convolutional neural networks, one can learn image-to-image transformations from pairs of input-output training images. Although treating individual pixels as independent samples has shown impressive results, there is an understanding that models that take into co…
| 2 / 2 | Completed scholarships in Brazil |
| 1 / 1 | Completed scholarships abroad |
| 3 / 3 | All Scholarships |
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