Search Results for author: Eulanda M. dos Santos

Found 4 papers, 2 papers with code

Bag of Tricks for Long-Tail Visual Recognition of Animal Species in Camera-Trap Images

1 code implementation24 Jun 2022 Fagner Cunha, Eulanda M. dos Santos, Juan G. Colonna

Although in most cases these rare species are the ones of interest to ecologists, they are often neglected when using deep-learning models because these models require a large number of images for the training.

Classification Long-tail Learning

Filtering Empty Camera Trap Images in Embedded Systems

1 code implementation18 Apr 2021 Fagner Cunha, Eulanda M. dos Santos, Raimundo Barreto, Juan G. Colonna

Monitoring wildlife through camera traps produces a massive amount of images, whose a significant portion does not contain animals, being later discarded.

Image Classification Quantization

Tensor Analysis with n-Mode Generalized Difference Subspace

no code implementations4 Sep 2019 Bernardo B. Gatto, Eulanda M. dos Santos, Alessandro L. Koerich, Kazuhiro Fukui, Waldir S. S. Junior

In this paper, we present a new method for multi-dimensional data classification that relies on two premises: 1) multi-dimensional data are usually represented by tensors, since this brings benefits from multilinear algebra and established tensor factorization methods; and 2) multilinear data can be described by a subspace of a vector space.

Action Recognition General Classification +1

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