| Grant number: | 12/09741-0 |
| Support Opportunities: | Scholarships in Brazil - Doctorate |
| Start date: | September 01, 2012 |
| End date: | August 31, 2015 |
| Field of knowledge: | Physical Sciences and Mathematics - Computer Science - Computer Systems |
| Principal Investigator: | Roberto Marcondes Cesar Junior |
| Grantee: | Henrique Morimitsu |
| Host Institution: | Instituto de Matemática e Estatística (IME). Universidade de São Paulo (USP). São Paulo , SP, Brazil |
| Associated scholarship(s): | 13/08258-7 - High-level event characterization using graphs, BE.EP.DR |
Abstract This document presents a project for a doctorate in computer vision for thestudent Henrique Morimitsu, advised by Professor Roberto Marcondes Cesar Juniorfrom the Computer Science Department of the Institute of Mathematics and Statisticsof the University of São Paulo. This project will count with the collaboration of ProfessorIsabelle Bloch (Télécom ParisTech - Paris).This project consists of the study and development of structural methods formultiview object detection. In order to accomplish such task, we intend touse the keygraphs object detection method.Keygraphs are a generalization of the traditional keypoint object detectionmethod. This method was studied by the student during his master's courseand presented good results for singleview object detection. In this doctorate,we intend to study ways of extending it in order to to be able to performmultiview object detection. Besides the extension of the method, we also intendto study how to integrate methods of machine learning to obtain betterresults. | |
| News published in Agência FAPESP Newsletter about the scholarship: | |
| More itemsLess items | |
| TITULO | |
| Articles published in other media outlets ( ): | |
| More itemsLess items | |
| VEICULO: TITULO (DATA) | |
| VEICULO: TITULO (DATA) | |