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
Remote Sensing for Monitoring Photovoltaic Solar Plants in Brazil Using Deep Semantic Segmentation
Costa, Marcus Vinícius Coelho Vieira da, Carvalho, Osmar Luiz Ferreira de, Orlandi, Alex Gois, Hirata, Issao, Albuquerque, Anesmar Olino de, Silva, Felipe Vilarinho e, Guimarães, Renato Fontes, Gomes, Roberto Arnaldo Trancoso, Júnior, Osmar Abílio de Carvalho
Published in Energies (Basel) (20.05.2021)
Published in Energies (Basel) (20.05.2021)
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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
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
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
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
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
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
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 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
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
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
Amodal Segmentation Considering Visible and Non-Visible Elements of Urban Surfaces
Ferreira De Carvalho, Osmar Luiz, Olino De Albuquerque, Anesmar, De Carvalho Junior, Osmar Abilio, Mou, Lichao, Silva, Daniel Guerreiro E
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
Instance segmentation of center pivot irrigation systems using multi-temporal SENTINEL-1 SAR images
de Albuquerque, Anesmar Olino, de Carvalho, Osmar Luiz Ferreira, e Silva, Cristiano Rosa, de Bem, Pablo Pozzobon, Trancoso Gomes, Roberto Arnaldo, Borges, Díbio Leandro, Guimarães, Renato Fontes, Pimentel, Concepta Margaret McManus, de Carvalho Júnior, Osmar Abílio
Published in Remote sensing applications (01.08.2021)
Published in Remote sensing applications (01.08.2021)
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Journal Article
Instance Segmentation for Governmental Inspection of Small Touristic Infrastructure in Beach Zones Using Multispectral High-Resolution WorldView-3 Imagery
de Carvalho, Osmar Luiz Ferreira, de Moura, Rebeca dos Santos, de Albuquerque, Anesmar Olino, de Bem, Pablo Pozzobon, de Castro Pereira, Rubens, Weigang, Li, Borges, Dibio Leandro, Guimarães, Renato Fontes, Gomes, Roberto Arnaldo Trancoso, de Carvalho Júnior, Osmar Abílio
Published in ISPRS international journal of geo-information (01.12.2021)
Published in ISPRS international journal of geo-information (01.12.2021)
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Journal Article
Panoptic Segmentation Meets Remote Sensing
Osmar Luiz Ferreira de Carvalho, Osmar Abílio de Carvalho Júnior, Silva, Cristiano Rosa e, Anesmar Olino de Albuquerque, Nickolas Castro Santana, Dibio Leandro Borges, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães
Published in arXiv.org (30.11.2021)
Published in arXiv.org (30.11.2021)
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Paper
Journal Article
Bounding Box-Free Instance Segmentation Using Semi-Supervised Learning for Generating a City-Scale Vehicle Dataset
de Carvalho, Osmar Luiz Ferreira, Júnior, Osmar Abílio de Carvalho, de Albuquerque, Anesmar Olino, Santana, Nickolas Castro, Borges, Dibio Leandro, Gomes, Roberto Arnaldo Trancoso, Guimarães, Renato Fontes
Published in arXiv.org (23.11.2021)
Published in arXiv.org (23.11.2021)
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Paper
Journal Article
Deep semantic segmentation for detecting eucalyptus planted forests in the Brazilian territory using sentinel-2 imagery
da Costa, Luciana Borges, de Carvalho, Osmar Luiz Ferreira, de Albuquerque, Anesmar Olino, Gomes, Roberto Arnaldo Trancoso, Guimarães, Renato Fontes, de Carvalho Júnior, Osmar Abílio
Published in Geocarto international (16.09.2022)
Published in Geocarto international (16.09.2022)
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Journal Article
Sparse Point Annotations and Iterative Active Learning for Vehicle Detection
Ferreira de Carvalho, Osmar Luiz, Abilio de Carvalho Junior, Osmar, de Albuquerque, Anesmar Olino, Silva, Daniel Guerreiro E
Published in IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium (07.07.2024)
Published in IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium (07.07.2024)
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Conference Proceeding