| Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and … C Sothe, CM De Almeida, MB Schimalski, LEC La Rosa, JDB Castro, ... GIScience & Remote Sensing 57 (3), 369-394, 2020 | 137 | 2020 |
| Tree species classification in a highly diverse subtropical forest integrating UAV-based photogrammetric point cloud and hyperspectral data C Sothe, M Dalponte, CM Almeida, MB Schimalski, CL Lima, ... Remote Sensing 11 (11), 1338, 2019 | 130 | 2019 |
| A novel deep learning method to identify single tree species in UAV-based hyperspectral images GT Miyoshi, MS Arruda, LP Osco, J Marcato Junior, DN Gonçalves, ... Remote Sensing 12 (8), 1294, 2020 | 98 | 2020 |
| Mapping mosaic virus in sugarcane based on hyperspectral images EAS Moriya, NN Imai, AMG Tommaselli, GT Miyoshi IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016 | 64 | 2016 |
| Evaluation of hyperspectral multitemporal information to improve tree species identification in the highly diverse atlantic forest G Takahashi Miyoshi, NN Imai, AM Garcia Tommaselli, ... Remote Sensing 12 (2), 244, 2020 | 51 | 2020 |
| Radiometric block adjustment of hyperspectral image blocks in the Brazilian environment GT Miyoshi, NN Imai, AMG Tommaselli, E Honkavaara, R Näsi, ... International journal of remote sensing 39 (15-16), 4910-4930, 2018 | 42 | 2018 |
| Inland water's trophic status classification based on machine learning and remote sensing data FSY Watanabe, GT Miyoshi, TWP Rodrigues, NMR Bernardo, LHS Rotta, ... Remote Sensing Applications: Society and Environment 19, 100326, 2020 | 29 | 2020 |
| Benchmarking anchor-based and anchor-free state-of-the-art deep learning methods for individual tree detection in rgb high-resolution images P Zamboni, JM Junior, JA Silva, GT Miyoshi, ET Matsubara, K Nogueira, ... Remote Sensing 13 (13), 2482, 2021 | 27 | 2021 |
| Assessment of UAV-based digital surface model and the effects of quantity and distribution of ground control points G Gomes Pessoa, A Caceres Carrilho, G Takahashi Miyoshi, A Amorim, ... International Journal of Remote Sensing 42 (1), 65-83, 2021 | 26 | 2021 |
| Evaluating a convolutional neural network for feature extraction and tree species classification using uav-hyperspectral images C Sothe, LEC La Rosa, CM De Almeida, A Gonsamo, MB Schimalski, ... ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2020 | 17 | 2020 |
| Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and … C Sothe, CM De Almeida, MB Schimalski, LE La Rosa, JD Castro, ... | 11 | 2020 |
| Assessment of bands coregistration of a light-weight spectral frame camera for UAV AM Tommaselli, RA Oliveira, LY Nagai, NN Imai, GT Miyoshi, ... Proc. GeoUAV-ISPRS Geospatial Week 192, 2015 | 8 | 2015 |
| Time series of images to improve tree species classification GT Miyoshi, NN Imai, MVA De Moraes, AMG Tommaselli, R Näsi The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2017 | 6 | 2017 |
| Spectral differences of tree species belonging to atlantic forest obtained from UAV hyperspectral images GT Miyoshi, NN Imai, AMG Tommaselli, E Honkavaara 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), 60-65, 2020 | 5 | 2020 |
| Comparison of pixel and region-based approaches for tree species mapping in Atlantic forest using hyperspectral images acquired by UAV GT Miyoshi, NN Imai, AMG Tommaselli, E Honkavaara The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2019 | 5 | 2019 |
| Forest cover change analysis based on temporal gradients of the vertical structure and density A Berveglieri, NN Imai, AMG Tommaselli, RP Martins-Neto, GT Miyoshi, ... Ecological Indicators 126, 107597, 2021 | 4 | 2021 |
| Caracterização espectral de espécies de Mata Atlântica de Interior em nível foliar e de copa GT Miyoshi Universidade Estadual Paulista (Unesp), 2016 | 4 | 2016 |
| 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 | 2 | 2021 |
| Impact of reduction of radiometric resolution in hyperspectral images acquired over forest field GT Miyoshi, NN Imai, AMG Tommaselli, E Honkavaara The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2018 | 2 | 2018 |
| Análise da qualidade posicional de modelo digital de superfície gerado a partir de correspondência de imagens aéreas obtidas por VANTs GG Pessoa, AC Carrilho, GT Miyoshi, A Amorim, M Galo XXVII Congresso Brasileiro de Cartografia, Rio de Janeiro, 763-767, 2017 | 2 | 2017 |
