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
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
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
Irrigated rice crop identification in Southern Brazil using convolutional neural networks and Sentinel-1 time series
Bem, Pablo Pozzobon de, de Carvalho Júnior, Osmar Abílio, Carvalho, Osmar Luiz Ferreira de, Gomes, Roberto Arnaldo Trancoso, Guimarāes, Renato Fontes, Pimentel, Concepta Margaret McManus
Published in Remote sensing applications (01.11.2021)
Published in Remote sensing applications (01.11.2021)
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Journal Article
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
Center Pivot Classification with Deep Residual U-NET
de Albuquerque, Anesmar Olino, de Bem, Pablo Pozzobon, dos Santos de Moura, Rebeca, de Carvalho, Osmar Luiz Ferreira, Ferreira, Pedro Henrique Guimaraes, Silva, Cristiano Rosa, Gomes, Roberto Arnaldo Trancoso, Guimaraes, Renato Fontes, de Carvalho, Osmar Abilio
Published in IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium (26.09.2020)
Published in IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium (26.09.2020)
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