| Applying fully convolutional architectures for semantic segmentation of a single tree species in urban environment on high resolution UAV optical imagery D Lobo Torres, R Queiroz Feitosa, P Nigri Happ, L Elena Cué La Rosa, ... Sensors 20 (2), 563, 2020 | 106 | 2020 |
| Semantic segmentation of tree-canopy in urban environment with pixel-wise deep learning JAC Martins, K Nogueira, LP Osco, FDG Gomes, DEG Furuya, ... Remote Sensing 13 (16), 3054, 2021 | 38 | 2021 |
| Weighing live sheep using computer vision techniques and regression machine learning DA Sant’Ana, MCB Pache, J Martins, WP Soares, SLN de Melo, V Garcia, ... Machine Learning with Applications 5, 100076, 2021 | 27 | 2021 |
| Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping PO Bressan, JM Junior, JAC Martins, MJ de Melo, DN Gonçalves, ... International Journal of Applied Earth Observation and Geoinformation 108 …, 2022 | 18 | 2022 |
| Computer vision system for superpixel classification and segmentation of sheep DA Sant'Ana, MCB Pache, J Martins, G Astolfi, WP Soares, SLN de Melo, ... Ecological Informatics 68, 101551, 2022 | 14 | 2022 |
| Image segmentation and classification with SLIC Superpixel and convolutional neural network in forest context J Martins, JM Junior, G Menezes, H Pistori, D Sant, W Gonçalves IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 10 | 2019 |
| Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery DN Gonçalves, JM Junior, AC Carrilho, PR Acosta, APM Ramos, ... International Journal of Applied Earth Observation and Geoinformation 116 …, 2023 | 8 | 2023 |
| Machine learning and SLIC for tree canopies segmentation in urban areas JAC Martins, G Menezes, W Goncalves, DA Sant’Ana, LP Osco, ... Ecological Informatics 66, 101465, 2021 | 8 | 2021 |
| Semantic segmentation with labeling uncertainty and class imbalance PO Bressan, JM Junior, JAC Martins, DN Gonçalves, DM Freitas, LP Osco, ... arXiv preprint arXiv:2102.04566, 2021 | 8 | 2021 |
| Semantic segmentation of endangered tree species in brazilian savanna using deeplabv3+ variants DL Torres, RQ Feitosa, LEC La Rosa, PN Happ, J Marcato, ... 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS …, 2020 | 8 | 2020 |
| Pseudo-label semi-supervised learning for soybean monitoring GK Menezes, G Astolfi, JAC Martins, EC Tetila, ASO Junior, ... Smart Agricultural Technology 4, 100216, 2023 | 5 | 2023 |
| A deep learning-based mobile application for tree species mapping in RGB images M de Araújo Carvalho, JM Junior, JAC Martins, P Zamboni, CS Costa, ... International Journal of Applied Earth Observation and Geoinformation 114 …, 2022 | 5 | 2022 |
| Identifying plant species in kettle holes using UAV images and deep learning techniques JA Correa Martins, J Marcato Junior, M Pätzig, DA Sant'Ana, H Pistori, ... Remote Sensing in Ecology and Conservation 9 (1), 1-16, 2023 | 4 | 2023 |
| Segmentation of tree canopies in urban environments using Dilated Convolutional Neural Network J Martins, K Nogueira, P Zamboni, PTS de Oliveira, WN Gonçalves, ... 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 6932 …, 2021 | 3 | 2021 |
| Assessment of CNN-based methods for single tree detection on high-resolution RGB images in urban areas PAP ZamboniThgeThe, J Marcato, GT Miyoshi, J de Andrade Silva, ... 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 590-593, 2021 | 1 | 2021 |
| Remote sensing and Deep Learning applied to vegetation mapping JAC Martins Fundação Universidade Federal de Mato Grosso do Sul, 2023 | | 2023 |
| Semantic Segmentation with Labeling Uncertainty and Class Imbalance P Olã Bressan, J Marcato Junior, JA Correa Martins, D Nunes Gonçalves, ... arXiv e-prints, arXiv: 2102.04566, 2021 | | 2021 |
| Aerial Image Segmentation In Urban Environment For Vegetation Monitoring J Martins, DA Sant’Ana, JM Junior, H Pistori, WN Gonçalves 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS …, 2020 | | 2020 |
| Sheep Weight Estimation using Superpixels, Convolutional Networks and Supervised Regression Learning DA Sant'Ana, M Carneiro Brito Pache, JAC Martins, W Pereira Soares, ... Convolutional Networks and Supervised Regression Learning, 0 | | |
| Urban Trees Mapping Using Multi-Scale Rgb Image and Deep Learning Vision Transformer-Based FD Georges Gomes, MTG Furuya, J Marcato Junior, DN Gonçalves, ... Available at SSRN 4167085, 0 | | |
Marcato Junior, JoséFederal University of Mato Grosso do SulE-mail confirmado em ufms.br
