1 citations · 1 across the 2 of their papers we have counts for
4 papers
Sampling Strategies based on Wisdom of Crowds for Amazon Deforestation Detection
Hugo Resende, Eduardo B. Neto, Fabio A. M. Cappabianco +2
Conserving tropical forests is highly relevant socially and ecologically because of their critical role in the global ecosystem. However, the ongoing deforestation and degradation…
Creating Ensembles of Classifiers through UMDA for Aerial Scene Classification
Fabio A. Faria, Luiz H. Buris, Luis A. M. Pereira +1
Aerial scene classification, which aims to semantically label remote sensing images in a set of predefined classes (e.g., agricultural, beach, and harbor), is a very challenging ta…
Explainable Deep CNNs for MRI-Based Diagnosis of Alzheimer's Disease
Eduardo Nigri, Nivio Ziviani, Fabio Cappabianco +2
Deep Convolutional Neural Networks (CNNs) are becoming prominent models for semi-automated diagnosis of Alzheimer's Disease (AD) using brain Magnetic Resonance Imaging (MRI). Altho…
Non-local Operational Anisotropic Diffusion Filter
Fábio A. M. Cappabianco, Petrus P. C. E. da Silva
High-frequency noise is present in several modalities of medical images. It originates from the acquisition process and may be related to the scanner configurations, the scanned bo…