Creating Ensembles of Classifiers through UMDA for Aerial Scene Classification

Author:

Faria Fabio Augusto1ORCID,Buris Luiz Henrique1ORCID,Pereira Luis Augusto Martins1ORCID,Cappabianco Fabio Augusto Menocci1ORCID

Affiliation:

1. Institute of Science and Technology, Federal University of São Paulo, Sao Jose dos Campos, Sao Paulo, Brazil

Funder

the Sao Paulo Research Foundation (FAPESP)

the National Laboratory for Scientific Computing (LNCC/MCTI, Brazil) for providing HPC resources of the SDumont supercomputer

Publisher

ACM

Reference59 articles.

1. Natan Andrade Fabio A. Faria and Fábio Augusto Menocci Cappabianco. 2018. A Practical Review on Medical Image Registration: From Rigid to Deep Learning Based Approaches. In SIBGRAPI - Conference on Graphics Patterns and Images. 463--470.

2. Alexandre H. Aono, James S. Nagai, Gabriella da S. M. Dickel, Rafaela C. Marinho, Paulo E. A. M. de Oliveira, João P. Papa, and Fabio A. Faria. 2021. A stomata classification and detection system in microscope images of maize cultivars. PLOS ONE 16, 10 (10 2021), 1--17.

3. C. M. Bishop. 2006. Pattern Recognition and Machine Learning. Springer.

4. B. E. Boser, I. M. Guyon, and V. N. Vapnik. 1992. A training algorithm for optimal margin classifiers. In Workshop on Computational Learning Theory (Pittsburgh, Pennsylvania, United States) (COLT '92). 144--152.

5. Luiz H. Buris, Daniel C. G. Pedronette, Joao P. Papa, Jurandy Almeida, Gustavo Carneiro, and Fabio A. Faria. 2022. Mixup-Based Deep Metric Learning Approaches for Incomplete Supervision. In 2022 IEEE International Conference on Image Processing (ICIP). 2581--2585.

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