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- Title
Estudo de caso de um Sistema de reconhecimento facial utilizando o OpenFace para identificação de faces em bancos de imagens.
- Authors
Ricardo Orso, Lucas; Coral, Sergio; de Oliveira Filastro, Mariane; Madeira, Kristian; Michels, Carolina; João Martins, Paulo
- Abstract
Searching a bigger knowledge about facial recognition, the objective of this work is to evaluate the Support Vector Machines classifier used by the OpenFace library, in the classification of images through the Cross-Validation method. For this were used the Labeled Faces in the Wild image bank, and as image bases, the MS-CELEB-1M and the FEI DATABASE, where with the OpenFace ANN (Artificial Neural Nerwork) the characteristics of each image were extracted, to create a Support Vector Machines classifier. The evaluation was by the cross-validation method. The results confirmed that the use of artificial intelligence for the problems found in researched area is a valid option to be studied and used.
- Subjects
SUPPORT vector machines; HUMAN facial recognition software; ARTIFICIAL intelligence
- Publication
Computing & System Journal (C&S) / Revista de Sistemas e Computação (RSC), 2020, Vol 10, Issue 1, p4
- ISSN
2237-2903
- Publication type
Article