Výsledky vyhledávání - "Cappabianco, Fábio"

Report

Sampling Strategies based on Wisdom of Crowds for Amazon Deforestation Detection

Autor: Resende, Hugo, Neto, Eduardo B., Cappabianco, Fabio A. M., Fazenda, Alvaro L., Faria, Fabio A.

Conserving tropical forests is highly relevant socially and ecologically because of their critical role in the global ecosystem. However, the ongoing deforestation and degradation affect millions of hectares each year, necessitating government or pri

Externí odkaz: http://arxiv.org/abs/2408.12381

Zobrazit plný text záznamu

Report

Creating Ensembles of Classifiers through UMDA for Aerial Scene Classification

Autor: Faria, Fabio A., Buris, Luiz H., Pereira, Luis A. M., Cappabianco, Fábio A. M.

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 task in remote sensing due to high intra-class variability and the diffe

Externí odkaz: http://arxiv.org/abs/2303.11389

Zobrazit plný text záznamu

Report

Explainable Deep CNNs for MRI-Based Diagnosis of Alzheimer's Disease

Autor: Nigri, Eduardo, Ziviani, Nivio, Cappabianco, Fabio, Antunes, Augusto, Veloso, Adriano

Deep Convolutional Neural Networks (CNNs) are becoming prominent models for semi-automated diagnosis of Alzheimer's Disease (AD) using brain Magnetic Resonance Imaging (MRI). Although being highly accurate, deep CNN models lack transparency and inter

Externí odkaz: http://arxiv.org/abs/2004.12204

Zobrazit plný text záznamu

Report

Non-local Operational Anisotropic Diffusion Filter

Autor: Cappabianco, Fábio A. M., da Silva, Petrus P. C. E.

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 body, or to other external factors. This way, prospective filters are an

Externí odkaz: http://arxiv.org/abs/1812.04708

Zobrazit plný text záznamu