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)

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)

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)