An approach to recognize coral species on the coast of Brazil using image analysis and fuzzy associative memories based on equivalent measures

Autor(es)

Esmi, E. ; Florindo, J. B. ; Perez, F. ; Barbeitos, M. ; Liu, J ; Lu, J ; Xu, Y ; Martinez, L ; Kerre, EE

• Tipo de documento: Artigo Científico
• Fonte: DATA SCIENCE AND KNOWLEDGE ENGINEERING FOR SENSING DECISION SUPPORT; v. 11, p. 8-pg., 2018-01-01.

Resumo

This article presents an approach to classify images of corals obtained on the coast of Brazil into three distinct species, namely Siderastrea siderea, Siderastrea stellata, and Siderastrea radians. To this end we first employ the well-known Completed Local Binary Patterns method to extract a vector of image descriptors from each image. Subsequently, we use a fuzzy associative memory based on equivalent measures to associate each feature vector to one of the species. (AU)

• Processo FAPESP: 16/26040-7 - Cálculo diferencial e integral baseado aritmética de números fuzzy interativos
• Beneficiário: Estevão Esmi Laureano
• Modalidade de apoio: Auxílio à Pesquisa - Regular
• Processo FAPESP: 16/16060-0 - Reconhecimento de Padrões em Imagens Baseado em Sistemas Complexos
• Beneficiário: Joao Batista Florindo
• Modalidade de apoio: Auxílio à Pesquisa - Regular