A Data-Centric Approach for Wind Plant Instance-Level Segmentation Using Semantic Segmentation and GIS
de Carvalho, Osmar Luiz Ferreira, de Carvalho Junior, Osmar Abílio, de Albuquerque, Anesmar Olino, Orlandi, Alex Gois, Hirata, Issao, Borges, Díbio Leandro, Gomes, Roberto Arnaldo Trancoso, Guimarães, Renato Fontes
Published in Remote sensing (Basel, Switzerland) (01.03.2023)
Published in Remote sensing (Basel, Switzerland) (01.03.2023)
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Journal Article
Bounding Box-Free Instance Segmentation Using Semi-Supervised Iterative Learning for Vehicle Detection
de Carvalho, Osmar Luiz Ferreira, Junior, Osmar Abilio de Carvalho, de Albuquerque, Anesmar Olino, Santana, Nickolas Castro, Guimaraes, Renato Fontes, Gomes, Roberto Arnaldo Trancoso, Borges, Dibio Leandro
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2022)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2022)
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Journal Article
Rice Crop Detection Using LSTM, Bi-LSTM, and Machine Learning Models from Sentinel-1 Time Series
Crisóstomo de Castro Filho, Hugo, Abílio de Carvalho Júnior, Osmar, Ferreira de Carvalho, Osmar Luiz, Pozzobon de Bem, Pablo, dos Santos de Moura, Rebeca, Olino de Albuquerque, Anesmar, Rosa Silva, Cristiano, Guimarães Ferreira, Pedro Henrique, Fontes Guimarães, Renato, Trancoso Gomes, Roberto Arnaldo
Published in Remote sensing (Basel, Switzerland) (01.08.2020)
Published in Remote sensing (Basel, Switzerland) (01.08.2020)
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Journal Article
Dealing With Clouds and Seasonal Changes for Center Pivot Irrigation Systems Detection Using Instance Segmentation in Sentinel-2 Time Series
de Albuquerque, Anesmar Olino, de Carvalho, Osmar Luiz Ferreira, Silva, Cristiano Rosa e, Luiz, Argelica Saiaka, de Bem, Pablo P., Gomes, Roberto Arnaldo Trancoso, Guimaraes, Renato Fontes, Junior, Osmar Abilio de Carvalho
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2021)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2021)
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Journal Article
Standardized Time-Series and Interannual Phenological Deviation: New Techniques for Burned-Area Detection Using Long-Term MODIS-NBR Dataset
de Carvalho, Osmar Abilio, Guimaraes, Renato Fontes, Silva, Cristiano Rosa, Gomes, Roberto Arnaldo Trancoso
Published in Remote sensing (Basel, Switzerland) (2015)
Published in Remote sensing (Basel, Switzerland) (2015)
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Journal Article
Instance Segmentation for Large, Multi-Channel Remote Sensing Imagery Using Mask-RCNN and a Mosaicking Approach
Carvalho, Osmar Luiz Ferreira de, de Carvalho Júnior, Osmar Abílio, Albuquerque, Anesmar Olino de, Bem, Pablo Pozzobon de, Silva, Cristiano Rosa, Ferreira, Pedro Henrique Guimarães, Moura, Rebeca dos Santos de, Gomes, Roberto Arnaldo Trancoso, Guimarães, Renato Fontes, Borges, Díbio Leandro
Published in Remote sensing (Basel, Switzerland) (01.01.2021)
Published in Remote sensing (Basel, Switzerland) (01.01.2021)
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Journal Article
Assessment of gully development using geomorphic change detection between pre- and post-urbanization scenarios
de Albuquerque, Anesmar Olino, de Carvalho Júnior, Osmar Abílio, Guimarães, Renato Fontes, Gomes, Roberto Arnaldo Trancoso, Hermuche, Potira Meirelles
Published in Environmental earth sciences (01.05.2020)
Published in Environmental earth sciences (01.05.2020)
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Journal Article
Comparison of Post-fire Patterns in Brazilian Savanna and Tropical Forest from Remote Sensing Time Series
Santana, Níckolas Castro, Júnior, Osmar Abílio de Carvalho, Gomes, Roberto Arnaldo Trancoso, Fontes Guimarães, Renato
Published in ISPRS international journal of geo-information (01.11.2020)
Published in ISPRS international journal of geo-information (01.11.2020)
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Journal Article
REGIONAL MANAGEMENT AND DEVELOPMENT WITH FREE MULTI-TEMPORAL IMAGES: THE CASE OF HYDROELECTRIC POWER INSPECTION
Orlandi, Alex Gois, De Carvalho Junior, Osmar Abílio, Mendonça, Rodrigo Cesar Neves, Guimarães, Renato Fontes, Gomes, Roberto Arnaldo Trancoso
Published in Revista brasileira de gestão e desenvolvimento regional (14.08.2022)
Published in Revista brasileira de gestão e desenvolvimento regional (14.08.2022)
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Journal Article
Rethinking Panoptic Segmentation in Remote Sensing: A Hybrid Approach Using Semantic Segmentation and Non-Learning Methods
de Carvalho, Osmar L. F., de Carvalho Junior, Osmar A., de Albuquerque, Anesmar O., Santana, Nickolas C., Borges, Dibio L.
Published in IEEE geoscience and remote sensing letters (2022)
Published in IEEE geoscience and remote sensing letters (2022)
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Journal Article
Panoptic Segmentation Meets Remote Sensing
de Carvalho, Osmar Luiz Ferreira, de Carvalho Júnior, Osmar Abílio, Silva, Cristiano Rosa e, de Albuquerque, Anesmar Olino, Santana, Nickolas Castro, Borges, Dibio Leandro, Gomes, Roberto Arnaldo Trancoso, Guimarães, Renato Fontes
Published in Remote sensing (Basel, Switzerland) (01.02.2022)
Published in Remote sensing (Basel, Switzerland) (01.02.2022)
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Journal Article
Performance Analysis of Deep Convolutional Autoencoders with Different Patch Sizes for Change Detection from Burnt Areas
de Bem, Pablo Pozzobon, de Carvalho Júnior, Osmar Abílio, de Carvalho, Osmar Luiz Ferreira, Gomes, Roberto Arnaldo Trancoso, Fontes Guimarães, Renato
Published in Remote sensing (Basel, Switzerland) (01.08.2020)
Published in Remote sensing (Basel, Switzerland) (01.08.2020)
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Journal Article
Deep Semantic Segmentation of Center Pivot Irrigation Systems from Remotely Sensed Data
de Albuquerque, Anesmar Olino, de Carvalho Júnior, Osmar Abílio, Carvalho, Osmar Luiz Ferreira de, de Bem, Pablo Pozzobon, Ferreira, Pedro Henrique Guimarães, de Moura, Rebeca dos Santos, Silva, Cristiano Rosa, Trancoso Gomes, Roberto Arnaldo, Fontes Guimarães, Renato
Published in Remote sensing (Basel, Switzerland) (01.07.2020)
Published in Remote sensing (Basel, Switzerland) (01.07.2020)
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Journal Article
Deforestation analysis in protected areas and scenario simulation for structural corridors in the agricultural frontier of Western Bahia, Brazil
Nunes de Oliveira, Sandro, Abílio de Carvalho Júnior, Osmar, Trancoso Gomes, Roberto Arnaldo, Fontes Guimarães, Renato, McManus, Concepta Margaret
Published in Land use policy (01.02.2017)
Published in Land use policy (01.02.2017)
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Journal Article
Comparing Machine and Deep Learning Methods for the Phenology-Based Classification of Land Cover Types in the Amazon Biome Using Sentinel-1 Time Series
Magalhães, Ivo Augusto Lopes, de Carvalho Júnior, Osmar Abílio, de Carvalho, Osmar Luiz Ferreira, de Albuquerque, Anesmar Olino, Hermuche, Potira Meirelles, Merino, Éder Renato, Gomes, Roberto Arnaldo Trancoso, Guimarães, Renato Fontes
Published in Remote sensing (Basel, Switzerland) (01.10.2022)
Published in Remote sensing (Basel, Switzerland) (01.10.2022)
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Journal Article
Multispectral panoptic segmentation: Exploring the beach setting with worldview-3 imagery
de Carvalho, Osmar Luiz Ferreira, de Carvalho Júnior, Osmar Abílio, de Albuquerque, Anesmar Olino, Santana, Nickolas Castro, Borges, Díbio Leandro, Luiz, Argelica Saiaka, Gomes, Roberto Arnaldo Trancoso, Guimarães, Renato Fontes
Published in International journal of applied earth observation and geoinformation (01.08.2022)
Published in International journal of applied earth observation and geoinformation (01.08.2022)
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Journal Article
A Data-Centric Approach for Rapid Dataset Generation Using Iterative Learning and Sparse Annotations
Ferreira de Carvalho, Osmar Luiz, Olino de Albuquerque, Anesmar, Luiz, Argelica Saiaka, Henrique Guimaraes Ferreira, Pedro, Mou, Lichao, e Silva, Daniel Guerreiro, Abilio de Carvalho Junior, Osmar
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
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Conference Proceeding
Spatial Patterns of Fire Recurrence Using Remote Sensing and GIS in the Brazilian Savanna: Serra do Tombador Nature Reserve, Brazil
Daldegan, Gabriel Antunes, de Carvalho, Osmar Abilio, Guimaraes, Renato Fontes, Gomes, Roberto Arnaldo Trancoso, Ribeiro, Fernanda de Figueiredo, McManus, Concepta
Published in Remote sensing (Basel, Switzerland) (01.10.2014)
Published in Remote sensing (Basel, Switzerland) (01.10.2014)
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Journal Article