3 papers
cs.CV2024★ 1 cited
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…
cs.LG2020
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…
eess.IV2018
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…