4 citations · 9 across the 4 of their papers we have counts for
4 papers
Grassmannian learning mutual subspace method for image set recognition
Lincon S. Souza, Naoya Sogi, Bernardo B. Gatto +2
This paper addresses the problem of object recognition given a set of images as input (e.g., multiple camera sources and video frames). Convolutional neural network (CNN)-based fra…
Discriminative Singular Spectrum Classifier with Applications on Bioacoustic Signal Recognition
Bernardo B. Gatto, Juan G. Colonna, Eulanda M. dos Santos +2
Automatic analysis of bioacoustic signals is a fundamental tool to evaluate the vitality of our planet. Frogs and bees, for instance, may act like biological sensors providing info…
Tensor Analysis with n-Mode Generalized Difference Subspace
Bernardo B. Gatto, Eulanda M. dos Santos, Alessandro L. Koerich +2
The increasing use of multiple sensors, which produce a large amount of multi-dimensional data, requires efficient representation and classification methods. In this paper, we pres…
Text Classification based on Word Subspace with Term-Frequency
Erica K. Shimomoto, Lincon S. Souza, Bernardo B. Gatto +1
Text classification has become indispensable due to the rapid increase of text in digital form. Over the past three decades, efforts have been made to approach this task using vari…