Browsing IO - Instituto de Oceanografia by Author "Figueiredo, Matheus Bacelo de"
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Dimensional reduction of large image datasets using non-linear principal components
Botelho, Silvia Silva da Costa; Lautenschläger, William Israel Ribeiro; Figueiredo, Matheus Bacelo de; Centeno, Tania Mezzadri; Mata, Mauricio Magalhães (2005)In this paper we apply a Neural Network (NN) to reduce image dataset,distilling the massive datasets down to a new space of smaller dimension. Due to the possibility of these data have nonlinearities, traditional multivariate ...