CV Lattes
Universidade de São Paulo (USP). Instituto de Matemática e Estatística (IME) (Institutional affiliation from the last research proposal) Birthplace: Brazil
Igor Montagner has obtained his PhD and BsC degrees at the University of São Paulo. During his doctorate he worked with image operator learning, a field that uses machine learning techniques to do image processing. At the present moment he is an assistant professor at Insper, teaching courses in Computer Engineering. (Source: Lattes Curriculum)
| News published in Agência FAPESP Newsletter about the researcher |
| More itemsLess items |
| TITULO |
| Articles published in other media outlets ( ): |
| More itemsLess items |
| VEICULO: TITULO (DATA) |
| VEICULO: TITULO (DATA) |
The research on automatic design of image operators is motivated by the fact that the concatenation of image operators and the fine tuning of their parameters to solve a problem are not easy tasks. Significant advances were made on the realm of boolean lattices, that is, on the design of binary image operators. The same did not occur with non boolean lattices. The main reason is that, in …
Designing Image Operators is a complex time-consuming task usually custom hand-made by image processing specialists. However, this task can also be interpreted as a Machine Learning task. An operator can be represented as a local function $\psi$ that outputs for each pixel $p$ in the input image its intensity on the output. This function takes as input the values of the pixels in a neighb…
| 1 / 1 | Completed scholarships in Brazil |
| 1 / 1 | Completed scholarships abroad |
| 2 / 2 | All Scholarships |
| Associated processes | |