22 citations · 27 across the 3 of their papers we have counts for
4 papers
Bag of Tricks for Long-Tail Visual Recognition of Animal Species in Camera-Trap Images
Fagner Cunha, Eulanda M. dos Santos, Juan G. Colonna
Camera traps are a method for monitoring wildlife and they collect a large number of pictures. The number of images collected of each species usually follows a long-tail distributi…
Filtering Empty Camera Trap Images in Embedded Systems
Fagner Cunha, Eulanda M. dos Santos, Raimundo Barreto +1
Monitoring wildlife through camera traps produces a massive amount of images, whose a significant portion does not contain animals, being later discarded. Embedding deep learning m…
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…