Statistical Evaluation and Analysis of Road Extraction Methodologies Using a Unique Dataset from Remote Sensing. - Guilherme P. Cardim; Erivaldo Antônio da Silva; Maurício Araújo Dias; Ignacio G. Bravo 001; Alfredo Gardel Vicente (Remote. Sens., 2018)

A nonrecursive GR algorithm to extract road networks in high-resolution images from remote sensing. - Guilherme P. Cardim; Erivaldo Antônio da Silva; Maurício Araújo Dias; Ignacio G. Bravo 001; Alfredo Gardel Vicente (Earth Sci. Informatics, 2020)

An Incongruence-Based Anomaly Detection Strategy for Analyzing Water Pollution in Images from Remote Sensing. - Maurício Araújo Dias; Erivaldo Antônio da Silva; Samara Calçado de Azevedo; Wallace Casaca; Thiago Statella; Rogério Galante Negri (Remote. Sens., 2020)

Spectral-Spatial-Aware Unsupervised Change Detection With Stochastic Distances and Support Vector Machines. - Rogério Galante Negri; Alejandro C. Frery; Wallace Casaca; Samara Calçado de Azevedo; Maurício Araújo Dias; Erivaldo Antônio da Silva; Enner H. Alcântara (IEEE Trans. Geosci. Remote. Sens., 2021)

A Fully Unsupervised Machine Learning Framework for Algal Bloom Forecasting in Inland Waters Using MODIS Time Series and Climatic Products. - Pedro Henrique Moraes Ananias; Rogério Galante Negri; Maurício Araújo Dias; Erivaldo Antonio da Silva; Wallace Casaca (Remote. Sens., 2022)

A Machine Learning Strategy Based on Kittler's Taxonomy to Detect Anomalies and Recognize Contexts Applied to Monitor Water Bodies in Environments. - Maurício Araújo Dias; Giovanna Carreira Marinho; Rogério Galante Negri; Wallace Casaca; Ignacio Bravo Muñoz; Danilo Medeiros Eler (Remote. Sens., 2022)

Dimensionality Reduction and Anomaly Detection Based on Kittler's Taxonomy: Analyzing Water Bodies in Two Dimensional Spaces. - Giovanna Carreira Marinho; Wilson Estécio Marcílio Júnior; Maurício Araújo Dias; Danilo Medeiros Eler; Rogério Galante Negri; Wallace Casaca (Remote. Sens., 2023)

ABF: A data-driven approach for algal bloom forecasting using machine intelligence and remotely sensed data series. - Pedro Henrique Moraes Ananias; Rogério Galante Negri; Adriano Bressane; Maurício Araújo Dias; Erivaldo Antonio da Silva; Wallace Casaca (Softw. Impacts, 2023)

Assessing the impacts of catastrophic 2020 wildfires in the Brazilian Pantanal using MODIS data and Google Earth Engine: A case study in the world's largest sanctuary for Jaguars. - Larissa M. P. Parra; Fabrícia C. Santos; Rogério Galante Negri; Marilaine Colnago; Adriano Bressane; Maurício Araújo Dias; Wallace Casaca (Earth Sci. Informatics, 2023)

Associating Anomaly Detection Strategy Based on Kittler's Taxonomy with Image Editing to Extend the Mapping of Polluted Water Bodies. - Giovanna Carreira Marinho; Wilson Estécio Marcílio Júnior; Maurício Araújo Dias; Danilo Medeiros Eler; Almir Olivette Artero; Wallace Casaca; Rogério Galante Negri (Remote. Sens., 2023)