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)

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)

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)

Detection and classification of whiteflies and development stages on soybean leaves images using an improved deep learning strategy. - Rubens de Castro Pereira; Edson Hirose; Osmar Luiz Ferreira de Carvalho; Ronaldo Martins da Costa; Díbio Leandro Borges (Comput. Electron. Agric., 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)