Image Segmentation Using Morphological Watershed Applied to Cartography. - Nilcilene das Graças Medeiros; Erivaldo Antonio da Silva; Danilo Aparecido Rodrigues; José Roberto Nogueira (CIARP, 2004)

A Study on Automatic Methods Based on Mathematical Morphology for Martian Dust Devil Tracks Detection. - Thiago Statella; Pedro Pina; Erivaldo Antônio da Silva (CIARP, 2011)

Crater Detection in Multi-ring Basins of Mercury. - Miriam M. Pedrosa; Pedro Pina; Marlene Machado; Lourenço P. C. Bandeira; Erivaldo Antônio da Silva (IbPRIA, 2015)

Automatic slope streak detection on Mars. - Fernanda Puga; Erivaldo Antonio da Silva; Pedro Pina (ISPA, 2015)

Region-Based Classification of PolSAR Data Through Kernel Methods and Stochastic Distances. - Rogério Galante Negri; Wallace C. O. Casaca; Erivaldo Antonio da Silva (CIARP, 2017)

Assessing 2016 drought progression over India using remote sensing data for the period 2006-2015. - Samara Calçado de Azevedo; Ramesh P. Singh; Erivaldo Antonio da Silva (IGARSS, 2017)

Inducing Contextual Classifications With Kernel Functions Into Support Vector Machines. - Rogério Galante Negri; Erivaldo Antonio da Silva; Wallace Casaca (IEEE Geosci. Remote. Sens. Lett., 2018)

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)

Comparing the Performance of Mathematical Morphology and Bhattacharyya Distance for Airport Extraction. - Wallace Casaca; Daniel P. Ederli; Erivaldo Antonio da Silva; Fernando P. Baixo; Thamires G. Godoy; Marilaine Colnago (IGARSS, 2020)

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)

Combining morphological filtering, anisotropic diffusion and block-based data replication for automatically detecting and recovering unscanned gaps in remote sensing images. - Dayara Basso; Marilaine Colnago; Samara Calçado de Azevedo; Erivaldo Antonio da Silva; Pedro Pina; Wallace Casaca (Earth Sci. Informatics, 2021)

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)

Mapping Fire Susceptibility in the Brazilian Amazon Forests Using Multitemporal Remote Sensing and Time-Varying Unsupervised Anomaly Detection. - Andréa Eliza O. Luz; Rogério Galante Negri; Klécia G. Massi; Marilaine Colnago; Erivaldo Antonio da Silva; Wallace Casaca (Remote. Sens., 2022)

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)

Automatic Detection of Swiss Cheese Polar Patterns on Mars Using Very High-Resolution Remote Sensing Images. - Eduardo Soares Nascimento; Guilherme Pina Cardim; Pedro Pina; Erivaldo Antonio da Silva (IGARSS, 2024)

Martian Swiss Cheese detection and volume estimation using shape from shading in very high-resolution imagery. - Eduardo Soares Nascimento; Renato César dos Santos; Guilherme Henrique Barros de Souza; Guilherme Pina Cardim; Samara Calçado de Azevedo; Pedro Pina; Erivaldo Antonio da Silva (Earth Sci. Informatics, 2025)