Spectral mixture analysis of ASTER image in Brazilian Savanna. - Osmar Abílio de Carvalho Jr.; C. P. L. Bloise; Ana Paula Ferreira de Carvalho; Renato Fontes Guimarães; Eder de Souza Martins (IGARSS, 2003)

Classification of hyperspectral image using SCM methods for geobotanical analysis in the Brazilian savanna region. - Osmar Abílio de Carvalho Jr.; Ana Paula Ferreira de Carvalho; Renato Fontes Guimarães; Richard Anderson Silva Lopes; Paulo Honório Guimarães; Eder de Souza Martins; José Navarro Pedreño (IGARSS, 2003)

Application of the SHALSTAB model for mapping susceptible landslide areas in mine zone (Quadrilátero Ferrífero in southeast Brazil). - Renato Fontes Guimarães; V. M. Ramos; André Luciancenov Redivo; Roberto Arnaldo Trancoso Gomes; Nelson Ferreira Fernandes; Osmar Abílio de Carvalho Jr. (IGARSS, 2003)

Raster-based algorithm for the estimation of urban growth speed and acceleration. - Osmar Abílio de Carvalho Júnior; Renato Fontes Guimarães; Márcio de Morisson Valeriano (IGARSS, 2003)

Spectral mixture analysis of ASTER image to geobotanical investigation between ultramafic and mafic rocks from Niquelandia, Brazil. - Osmar Abílio de Carvalho Jr.; Renato Fontes Guimarães; Ana Paula Ferreira de Carvalho; Eder de Souza Martins (IGARSS, 2004)

Comparative analysis of the SHALSTAB model from 1: 10, 000 and 1: 50, 000 scales. - Renato Fontes Guimarães; Osmar Abílio de Carvalho Jr.; Roberto Arnaldo Trancoso Gomes; Nelson Ferreira Fernandes (IGARSS, 2004)

The Human Development Index and its relation to the irrigation projects on the Sao Francisco River Basin, Brazil. - Renato Fontes Guimarães; André Luciancenov Redivo; M. D. de Araujo Neto; Osmar Abílio de Carvalho Jr.; Miguel Farinasso (IGARSS, 2004)

Normalization of Multi-Temporal Images Using a New Change Detection Method Based on the Spectral Classifier. - Osmar Abílio de Carvalho Jr.; Renato Fontes Guimarães; Roberto Arnaldo Trancoso Gomes; Ana Paula Ferreira de Carvalho; Nilton C. da Silva (IGARSS, 2006)

Identification of the affected areas by mass movement through a physically based model of landslide hazard combined with a two-dimensional flood routing model for simulating debris flow. - Renato Fontes Guimarães; Roberto Arnaldo Trancoso Gomes; Osmar Abílio de Carvalho Jr.; Eurípedes A. Vargas Júnior; Nelson Ferreira Fernandes; Eder de Souza Martins (IGARSS, 2007)

Spectral change detection. - Osmar Abílio de Carvalho Jr.; Renato Fontes Guimarães; Roberto Arnaldo Trancoso Gomes (IGARSS, 2007)

Time series interpolation. - Osmar Abílio de Carvalho Jr.; Renato Fontes Guimarães; Roberto Arnaldo Trancoso Gomes; Nilton C. da Silva (IGARSS, 2007)

Identification of areas prone to shallow landslide in Parque Nacional da Serra dos Órgãos (Brazil) considering seasonal rainfall. - Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães; Osmar Abílio de Carvalho Jr.; Aline Brignol Menke; Eder de Souza Martins; Sandro Nunes de Oliveira; Nelson Ferreira Fernandes (IGARSS, 2010)

A New Approach to Change Vector Analysis Using Distance and Similarity Measures. - Osmar A. Carvalho Júnior; Renato Fontes Guimarães; Alan R. Gillespie; Nilton Correia Silva; Roberto Arnaldo Trancoso Gomes (Remote. Sens., 2011)

Structuring Taxonomies from Texts: A Case-Study on Defining Soil Classes. - Hércules Antônio do Prado; Edilson Ferneda; Francisco Carlos da Luz Rodrigues; Eder de Souza Martins; Osmar Abílio de Carvalho Jr.; Alfredo José Barreto Luiz (ICCSA (3), 2012)

Dynamics of Sheep Production in Brazil. - Potira Meirelles Hermuche; Rebecca Lima Albuquerque Maranhão; Renato Fontes Guimarães; Osmar Abílio de Carvalho Jr.; Roberto Arnaldo Trancoso Gomes; Samuel Rezende Paiva; Concepta McManus (ISPRS Int. J. Geo Inf., 2013)

Radiometric Normalization of Temporal Images Combining Automatic Detection of Pseudo-Invariant Features from the Distance and Similarity Spectral Measures, Density Scatterplot Analysis, and Robust Regression. - Osmar Abílio de Carvalho Jr.; Renato Fontes Guimarães; Nilton Correia Silva; Alan R. Gillespie; Roberto Arnaldo Trancoso Gomes; Cristiano Rosa Silva; Ana Paula Ferreira de Carvalho (Remote. Sens., 2013)

Combining Spatial Models for Shallow Landslides and Debris-Flows Prediction. - Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães; Osmar Abílio de Carvalho Jr.; Nelson Ferreira Fernandes; Eurípedes Vargas do Amaral Jr. (Remote. Sens., 2013)

Karst Depression Detection Using ASTER, ALOS/PRISM and SRTM-Derived Digital Elevation Models in the Bambuí Group, Brazil. - Osmar Abílio de Carvalho Jr.; Renato Fontes Guimarães; David R. Montgomery; Alan R. Gillespie; Roberto Arnaldo Trancoso Gomes; Eder de Souza Martins; Nilton Correia Silva (Remote. Sens., 2014)

Spatial Patterns of Fire Recurrence Using Remote Sensing and GIS in the Brazilian Savanna: Serra do Tombador Nature Reserve, Brazil. - Gabriel Antunes Daldegan; Osmar Abílio de Carvalho Jr.; Renato Fontes Guimarães; Roberto Arnaldo Trancoso Gomes; Fernanda de Figueiredo Ribeiro; Concepta McManus (Remote. Sens., 2014)

Probability Density Components Analysis: A New Approach to Treatment and Classification of SAR Images. - Osmar Abílio de Carvalho Jr.; Luz Marilda de Moraes Maciel; Ana Paula Ferreira de Carvalho; Renato Fontes Guimarães; Cristiano Rosa Silva; Roberto Arnaldo Trancoso Gomes; Nilton Correia Silva (Remote. Sens., 2014)

Comparative Analysis of MODIS Time-Series Classification Using Support Vector Machines and Methods Based upon Distance and Similarity Measures in the Brazilian Cerrado-Caatinga Boundary. - Natanael Antunes Abade; Osmar Abílio de Carvalho Jr.; Renato Fontes Guimarães; Sandro Nunes de Oliveira (Remote. Sens., 2015)

Standardized Time-Series and Interannual Phenological Deviation: New Techniques for Burned-Area Detection Using Long-Term MODIS-NBR Dataset. - Osmar Abílio de Carvalho Jr.; Renato Fontes Guimarães; Cristiano Rosa Silva; Roberto Arnaldo Trancoso Gomes (Remote. Sens., 2015)

Spatial-Temporal Patterns of Bean Crop in Brazil over the Period 1990-2013. - Augusto Monso Clemente; Osmar A. Carvalho Júnior; Renato Fontes Guimarães; Concepta McManus; Caroline Machado Vasconcelos Turazi; Potira Meirelles Hermuche (ISPRS Int. J. Geo Inf., 2017)

Determination of Areas Susceptible to Landsliding Using Spatial Patterns of Rainfall from Tropical Rainfall Measuring Mission Data, Rio de Janeiro, Brazil. - Renato Fontes Guimarães; Wátila Portela Machado; Osmar Abílio de Carvalho Jr.; David R. Montgomery; Roberto Arnaldo Trancoso Gomes; Harvey M. Greenberg; Márcio Cataldi; Pedro Coutinho Mendonça (ISPRS Int. J. Geo Inf., 2017)

Burned-Area Detection in Amazonian Environments Using Standardized Time Series Per Pixel in MODIS Data. - Níckolas Castro Santana; Osmar A. Carvalho Júnior; Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães (Remote. Sens., 2018)

Nearest Neighbor Method to Estimate Urban Areas Using Modis Ndvi Time Series. - Osmar Luiz Ferreira de Carvalho Jr.; Renato Fontes Guimarães; Roberto Arnaldo Trancoso Gomes; Osmar Abílio de Carvalho Jr.; Cristiano Rosa Silva (IGARSS, 2019)

Effects of Long-Term Fire Exclusion in the Modis NDVI Time Series in the Águas Emendadas Ecological Station, Brazil. - Níckolas Castro Santana; Osmar Abílio de Carvalho Júnior; Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães (IGARSS, 2019)

Center Pivot Classification with Deep Residual U-NET. - Anesmar Olino de Albuquerque; Pablo Pozzobon de Bem; Rebeca dos Santos de Moura; Osmar Luiz Ferreira de Carvalho Jr.; Pedro Henrique Guimarães Ferreira; Cristiano Rosa Silva; Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães; Osmar Abílio de Carvalho Jr. (IGARSS, 2020)

Comparison of Post-fire Patterns in Brazilian Savanna and Tropical Forest from Remote Sensing Time Series. - Níckolas Castro Santana; Osmar Abílio de Carvalho Júnior; Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães (ISPRS Int. J. Geo Inf., 2020)

Deep Semantic Segmentation of Center Pivot Irrigation Systems from Remotely Sensed Data. - Anesmar Olino de Albuquerque; Osmar Abílio de Carvalho Júnior; Osmar Luiz Ferreira de Carvalho Jr.; Pablo Pozzobon de Bem; Pedro Henrique Guimarães Ferreira; Rebeca dos Santos de Moura; Cristiano Rosa Silva; Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães (Remote. Sens., 2020)

Performance Analysis of Deep Convolutional Autoencoders with Different Patch Sizes for Change Detection from Burnt Areas. - Pablo Pozzobon de Bem; Osmar Abílio de Carvalho Júnior; Osmar Luiz Ferreira de Carvalho Jr.; Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães (Remote. Sens., 2020)

Change Detection of Deforestation in the Brazilian Amazon Using Landsat Data and Convolutional Neural Networks. - Pablo Pozzobon de Bem; Osmar Abílio de Carvalho Júnior; Renato Fontes Guimarães; Roberto Arnaldo Trancoso Gomes (Remote. Sens., 2020)

Rice Crop Detection Using LSTM, Bi-LSTM, and Machine Learning Models from Sentinel-1 Time Series. - Hugo Crisóstomo de Castro Filho; Osmar Abílio de Carvalho Júnior; Osmar Luiz Ferreira de Carvalho Jr.; Pablo Pozzobon de Bem; Rebeca dos Santos de Moura; Anesmar Olino de Albuquerque; Cristiano Rosa Silva; Pedro Henrique Guimarães Ferreira; Renato Fontes Guimarães; Roberto Arnaldo Trancoso Gomes (Remote. Sens., 2020)

Bounding Box-Free Instance Segmentation Using Semi-Supervised Learning for Generating a City-Scale Vehicle Dataset. - Osmar Luiz Ferreira de Carvalho Jr.; Osmar Abílio de Carvalho Júnior; Anesmar Olino de Albuquerque; Níckolas Castro Santana; Díbio Leandro Borges; Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães (CoRR, 2021)

Instance Segmentation for Governmental Inspection of Small Touristic Infrastructure in Beach Zones Using Multispectral High-Resolution WorldView-3 Imagery. - Osmar Luiz Ferreira de Carvalho Jr.; Rebeca dos Santos de Moura; Anesmar Olino de Albuquerque; Pablo Pozzobon de Bem; Rubens de Castro Pereira; Weigang Li 001; Díbio Leandro Borges; Renato Fontes Guimarães; Roberto Arnaldo Trancoso Gomes; Osmar Abílio de Carvalho Júnior (ISPRS Int. J. Geo Inf., 2021)

Instance Segmentation for Large, Multi-Channel Remote Sensing Imagery Using Mask-RCNN and a Mosaicking Approach. - Osmar Luiz Ferreira de Carvalho Jr.; Osmar Abílio de Carvalho Júnior; Anesmar Olino de Albuquerque; Pablo Pozzobon de Bem; Cristiano Rosa Silva; Pedro Henrique Guimarães Ferreira; Rebeca dos Santos de Moura; Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães; Díbio Leandro Borges (Remote. Sens., 2021)

Dealing With Clouds and Seasonal Changes for Center Pivot Irrigation Systems Detection Using Instance Segmentation in Sentinel-2 Time Series. - Anesmar Olino de Albuquerque; Osmar Luiz Ferreira de Carvalho Jr.; Cristiano Rosa Silva; Argélica Saiaka Luiz; Pablo Pozzobon de Bem; Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães; Osmar Abílio de Carvalho Júnior (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Panoptic Segmentation Using Multispectral Worldview-3 Images in Beach Areas. - Osmar Luiz Ferreira de Carvalho; Osmar A. de Carvalho Júnior; Anesmar Olino de Albuquerque; Argélica Saiaka Luiz; Níckolas Castro Santana; Díbio Leandro Borges (IGARSS, 2022)

Beyond the Visible Pixels Using Semantic Amodal Segmentation in Remote Sensing Images. - Osmar Luiz Ferreira de Carvalho; Osmar A. de Carvalho Júnior; Anesmar Olino de Albuquerque; Argélica Saiaka Luiz; Níckolas Castro Santana; Díbio Leandro Borges (IGARSS, 2022)

Multispectral panoptic segmentation: Exploring the beach setting with worldview-3 imagery. - Osmar Luiz Ferreira de Carvalho Jr.; Osmar Abílio de Carvalho Júnior; Anesmar Olino de Albuquerque; Níckolas Castro Santana; Díbio Leandro Borges; Argélica Saiaka Luiz; Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Deep-water oil-spill monitoring and recurrence analysis in the Brazilian territory using Sentinel-1 time series and deep learning. - Nájla Vilar Aires de Moura; Osmar Luiz Ferreira de Carvalho Jr.; Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães; Osmar Abílio de Carvalho Júnior (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Rethinking Panoptic Segmentation in Remote Sensing: A Hybrid Approach Using Semantic Segmentation and Non-Learning Methods. - Osmar Luiz Ferreira de Carvalho Jr.; Osmar A. de Carvalho Júnior; Anesmar Olino de Albuquerque; Níckolas Castro Santana; Díbio Leandro Borges (IEEE Geosci. Remote. Sens. Lett., 2022)

Estimating the Optimal Threshold for Accuracy Assessment of the Global Ecosystem Dynamics Investigation (GEDI) Data in a Gentle Relief Urban Area. - Felipe Lima Ramos Barbosa; Renato Fontes Guimarães; Osmar Abílio de Carvalho Júnior; Roberto Arnaldo Trancoso Gomes; Osmar Luiz Ferreira de Carvalho Jr.; Thyego Pery Monteiro de Lima (Remote. Sens., 2022)

Panoptic Segmentation Meets Remote Sensing. - Osmar Luiz Ferreira de Carvalho Jr.; Osmar Abílio de Carvalho Júnior; Cristiano Rosa Silva; Anesmar Olino de Albuquerque; Níckolas Castro Santana; Díbio Leandro Borges; Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães (Remote. Sens., 2022)

Comparing Machine and Deep Learning Methods for the Phenology-Based Classification of Land Cover Types in the Amazon Biome Using Sentinel-1 Time Series. - Ivo Augusto Lopes Magalhães; Osmar Abílio de Carvalho Júnior; Osmar Luiz Ferreira de Carvalho Jr.; Anesmar Olino de Albuquerque; Potira Meirelles Hermuche; Éder Renato Merino; Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães (Remote. Sens., 2022)

Bounding Box-Free Instance Segmentation Using Semi-Supervised Iterative Learning for Vehicle Detection. - Osmar Luiz Ferreira de Carvalho Jr.; Osmar Abílio de Carvalho Júnior; Anesmar Olino de Albuquerque; Níckolas Castro Santana; Renato Fontes Guimarães; Roberto Arnaldo Trancoso Gomes; Díbio Leandro Borges (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Amodal Segmentation Considering Visible and Non-Visible Elements of Urban Surfaces. - Osmar Luiz Ferreira de Carvalho; Anesmar Olino de Albuquerque; Osmar Abílio de Carvalho Júnior; Lichao Mou; Daniel Guerreiro E. Silva (IGARSS, 2023)

A Data-Centric Approach for Rapid Dataset Generation Using Iterative Learning and Sparse Annotations. - Osmar Luiz Ferreira de Carvalho; Anesmar Olino de Albuquerque; Argélica Saiaka Luiz; Pedro Henrique Guimarães Ferreira; Lichao Mou; Daniel Guerreiro e Silva; Osmar Abílio de Carvalho Júnior (IGARSS, 2023)

Detection of Karst Depressions in Brazil Using Deep Semantic Segmentation. - Heitor Da Rocha Nunes De Castro; Osmar Abílio de Carvalho Júnior; Osmar Luiz Ferreira de Carvalho; Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães (IGARSS, 2023)

Offshore Wind Plant Instance Segmentation Using Sentinel-1 Time Series, GIS, and Semantic Segmentation Models. - Osmar Luiz Ferreira de Carvalho; Osmar Abílio de Carvalho Júnior; Anesmar Olino de Albuquerque; Daniel Guerreiro e Silva (CoRR, 2023)

A Data-Centric Approach for Wind Plant Instance-Level Segmentation Using Semantic Segmentation and GIS. - Osmar Luiz Ferreira de Carvalho; Osmar Abílio de Carvalho Júnior; Anesmar Olino de Albuquerque; Alex Gois Orlandi; Issao Hirata; Díbio Leandro Borges; Roberto Arnaldo Trancoso Gomes; Renato Fontes Guimarães (Remote. Sens., 2023)

Sparse Point Annotations and Iterative Active Learning for Vehicle Detection. - Osmar Luiz Ferreira de Carvalho; Osmar Abílio de Carvalho Júnior; Anesmar Olino de Albuquerque; Daniel Guerreiro E. Silva (IGARSS, 2024)