| Rice crop detection using LSTM, Bi-LSTM, and machine learning models from Sentinel-1 time series H Crisóstomo de Castro Filho, O Abílio de Carvalho Júnior, ... Remote Sensing 12 (16), 2655, 2020 | 102 | 2020 |
| Deep semantic segmentation of center pivot irrigation systems from remotely sensed data AO de Albuquerque, OA de Carvalho Júnior, OLF Carvalho, PP de Bem, ... Remote Sensing 12 (13), 2159, 2020 | 46 | 2020 |
| Instance Segmentation for Large, Multi-Channel Remote Sensing Imagery Using Mask-RCNN and a Mosaicking Approach OLF Carvalho, OA de Carvalho Júnior, AO Albuquerque, PP Bem, ... Remote Sensing 13 (1), 39, 2021 | 40 | 2021 |
| Remote sensing for monitoring photovoltaic solar plants in Brazil using deep semantic segmentation MVCV Costa, OLF Carvalho, AG Orlandi, I Hirata, AO Albuquerque, ... Energies 14 (10), 2960, 2021 | 37 | 2021 |
| Performance analysis of deep convolutional autoencoders with different patch sizes for change detection from burnt areas PP de Bem, OA de Carvalho Júnior, OLF de Carvalho, RAT Gomes, ... Remote Sensing 12 (16), 2576, 2020 | 29 | 2020 |
| Panoptic segmentation meets remote sensing OLF de Carvalho, OA de Carvalho Júnior, CR Silva, AO de Albuquerque, ... Remote Sensing 14 (4), 965, 2022 | 27 | 2022 |
| Instance segmentation for large, multi-channel remote sensing imagery using mask-RCNN and a mosaicking approach OLF de Carvalho, OA de Carvalho Júnior, AO de Albuquerque, ... Remote Sensing 13 (1), 39, 2020 | 26 | 2020 |
| Deep semantic segmentation for detecting eucalyptus planted forests in the Brazilian territory using sentinel-2 imagery LB da Costa, OLF de Carvalho, AO de Albuquerque, RAT Gomes, ... Geocarto International 37 (22), 6538-6550, 2022 | 25 | 2022 |
| Deep-water oil-spill monitoring and recurrence analysis in the Brazilian territory using Sentinel-1 time series and deep learning NVA de Moura, OLF de Carvalho, RAT Gomes, RF Guimarães, ... International Journal of Applied Earth Observation and Geoinformation 107 …, 2022 | 24 | 2022 |
| Dealing with clouds and seasonal changes for center pivot irrigation systems detection using instance segmentation in sentinel-2 time series AO de Albuquerque, OLF de Carvalho, CR e Silva, AS Luiz, PP de Bem, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 24 | 2021 |
| Bounding Box-Free Instance Segmentation Using Semi-Supervised Iterative Learning for Vehicle Detection OLF de Carvalho, OAADC Junior, AO Albuquerque, N Santana, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022 | 23* | 2022 |
| Instance segmentation of center pivot irrigation systems using multi-temporal SENTINEL-1 SAR images AO de Albuquerque, OLF de Carvalho, CR e Silva, PP de Bem, ... Remote Sensing Applications: Society and Environment 23, 100537, 2021 | 22 | 2021 |
| Irrigated rice crop identification in Southern Brazil using convolutional neural networks and Sentinel-1 time series PP de Bem, OA de Carvalho Júnior, OLF de Carvalho, RAT Gomes, ... Remote Sensing Applications: Society and Environment 24, 100627, 2021 | 20 | 2021 |
| Deep semantic segmentation of mangroves in Brazil combining spatial, temporal, and polarization data from Sentinel-1 time series GM de Souza Moreno, OA de Carvalho Júnior, OLF de Carvalho, ... Ocean & Coastal Management 231, 106381, 2022 | 13 | 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 IAL Magalhães, OA de Carvalho Júnior, OLF de Carvalho, ... Remote Sensing 14 (19), 4858, 2022 | 12 | 2022 |
| Rethinking panoptic segmentation in remote sensing: A hybrid approach using semantic segmentation and non-learning methods OLF De Carvalho, OA de Carvalho Júnior, AO de Albuquerque, ... IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022 | 12 | 2022 |
| Detection and classification of whiteflies and development stages on soybean leaves images using an improved deep learning strategy R de Castro Pereira, E Hirose, OLF de Carvalho, RM da Costa, ... Computers and Electronics in Agriculture 199, 107132, 2022 | 9 | 2022 |
| Prediction of secondary testosterone deficiency using machine learning: A comparative analysis of ensemble and base classifiers, probability calibration, and sampling … MT Novaes, OLF de Carvalho, PHG Ferreira, TLN Tiraboschi, CS Silva, ... Informatics in Medicine Unlocked 23, 100538, 2021 | 9 | 2021 |
| Multispectral panoptic segmentation: Exploring the beach setting with worldview-3 imagery OLF De Carvalho, OA de Carvalho Júnior, AO De Albuquerque, ... International Journal of Applied Earth Observation and Geoinformation 112 …, 2022 | 8 | 2022 |
| Instance segmentation for governmental inspection of small touristic infrastructure in beach zones using multispectral high-resolution worldview-3 imagery OLF de Carvalho, RS de Moura, AO de Albuquerque, PP de Bem, ... ISPRS International Journal of Geo-Information 10 (12), 813, 2021 | 7 | 2021 |
Roberto Arnaldo Trancoso GomesProfessor do Departamento de Geografia, Universidade de BrasíliaVerified email at unb.br
