On the Implementation of the Optimum-Path Forest Training Algorithm in GPU

• Grant number: 10/12697-8
• Support Opportunities: Scholarships in Brazil - Master
• Start date: March 01, 2011
• End date: February 28, 2013
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
• Principal Investigator: João Paulo Papa
• Grantee: Adriana Sayuri Iwashita
• Host Institution: Faculdade de Ciências (FC). Universidade Estadual Paulista (UNESP). Campus de Bauru. Bauru , SP, Brazil
• Associated research grant: 09/16206-1 - New trends on optimum-path forest-based pattern recognition, AP.JP

Scientific publications

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

IWASHITA, ADRIANA S.; PAPA, JOAO P.; FALCAO, ALEXANDRE X.; LOTUFO, ROBERTO A.; DE ARAUJO OLIVEIRA, VICTOR M.; COSTA DE ALBUQUERQUE, VICTOR H.; TAVARES, JOAO MANUEL R. S.; IEEE. Speeding Up Optimum-Path Forest Training by Path-cost Propagation. 2012 21ST INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR 2012), v. N/A, p. 4-pg., 2012-01-01. (09/16206-1, 10/12697-8)

IWASHITA, ADRIANA S.; ROMERO, MARCOS V. T.; BALDASSIN, ALEXANDRO; COSTA, KELTON A. P.; PAPA, JOAO P.; BATTIATO, S; BRAZ, J. Training Optimum-Path Forest on Graphics Processing Units. PROCEEDINGS OF THE 2014 9TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, THEORY AND APPLICATIONS (VISAPP 2014), VOL 2, v. N/A, p. 8-pg., 2014-01-01. (09/16206-1, 10/12697-8)

ROMERO, MARCOS V. T.; IWASHITA, ADRIANA S.; PAPA, LUCIENE P.; SOUZA, ANDRE N.; PAPA, JOAO P.; BATTIATO, S; BRAZ, J. Fast Optimum-Path Forest Classification on Graphics Processors. PROCEEDINGS OF THE 2014 9TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, THEORY AND APPLICATIONS (VISAPP 2014), VOL 2, v. N/A, p. 5-pg., 2014-01-01. (09/16206-1, 10/12697-8)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

IWASHITA, Adriana Sayuri. Implementação do algoritmo de treinamento do classificador Floresta de Caminhos Ótimos em GPU. 2013. Master's Dissertation - Universidade Estadual Paulista (Unesp). Instituto de Biociências Letras e Ciências Exatas. São José do Rio Preto São José do Rio Preto.