| Texture analysis and classification using deterministic tourist walk AR Backes, WN Gonçalves, AS Martinez, OM Bruno Pattern Recognition 43 (3), 685-694, 2010 | 127 | 2010 |
| Assessment of CNN-based methods for individual tree detection on images captured by RGB cameras attached to UAVs AA Santos, J Marcato Junior, MS Araújo, DR Di Martini, EC Tetila, ... Sensors 19 (16), 3595, 2019 | 87 | 2019 |
| A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery LP Osco, MS De Arruda, JM Junior, NB Da Silva, APM Ramos, ... ISPRS Journal of Photogrammetry and Remote Sensing 160, 97-106, 2020 | 72 | 2020 |
| BioLeaf: A professional mobile application to measure foliar damage caused by insect herbivory BB Machado, JPM Orue, MS Arruda, CV Santos, DS Sarath, ... Computers and electronics in agriculture 129, 44-55, 2016 | 70 | 2016 |
| Local descriptors for soybean disease recognition RDL Pires, DN Gonçalves, JPM Oruê, WES Kanashiro, JF Rodrigues Jr, ... Computers and Electronics in Agriculture 125, 48-55, 2016 | 67 | 2016 |
| Investigation of AISI 1040 steel corrosion in H2S solution containing chloride ions by digital image processing coupled with electrochemical techniques AM Zimer, EC Rios, PCD Mendes, WN Gonçalves, OM Bruno, EC Pereira, ... Corrosion Science 53 (10), 3193-3201, 2011 | 58 | 2011 |
| A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices APM Ramos, LP Osco, DEG Furuya, WN Gonçalves, DC Santana, ... Computers and Electronics in Agriculture 178, 105791, 2020 | 53 | 2020 |
| 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 | 51 | 2020 |
| Mice and larvae tracking using a particle filter with an auto-adjustable observation model H Pistori, VVVA Odakura, JBO Monteiro, WN Gonçalves, AR Roel, ... Pattern Recognition Letters 31 (4), 337-346, 2010 | 49 | 2010 |
| 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 | 48 | 2020 |
| A complex network approach for dynamic texture recognition WN Gonçalves, BB Machado, OM Bruno Neurocomputing 153, 211-220, 2015 | 47 | 2015 |
| Predicting canopy nitrogen content in citrus-trees using random forest algorithm associated to spectral vegetation indices from UAV-imagery L Prado Osco, AP Marques Ramos, D Roberto Pereira, ... Remote Sensing 11 (24), 2925, 2019 | 45 | 2019 |
| Landslide detection of hyperspectral remote sensing data based on deep learning with constrains C Ye, Y Li, P Cui, L Liang, S Pirasteh, J Marcato, WN Goncalves, J Li IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 44 | 2019 |
| Land-cover classification of multispectral LiDAR data using CNN with optimized hyper-parameters S Pan, H Guan, Y Chen, Y Yu, WN Gonçalves, JM Junior, J Li ISPRS Journal of Photogrammetry and Remote Sensing 166, 241-254, 2020 | 43 | 2020 |
| A rotation invariant face recognition method based on complex network WN Gonçalves, J Andrade Silva, OM Bruno Iberoamerican Congress on Pattern Recognition, 426-433, 2010 | 39 | 2010 |
| A review on deep learning in UAV remote sensing LP Osco, JM Junior, APM Ramos, LA de Castro Jorge, SN Fatholahi, ... International Journal of Applied Earth Observation and Geoinformation 102 …, 2021 | 38 | 2021 |
| A machine learning framework to predict nutrient content in valencia-orange leaf hyperspectral measurements LP Osco, APM Ramos, MM Faita Pinheiro, ÉAS Moriya, NN Imai, ... Remote Sensing 12 (6), 906, 2020 | 37 | 2020 |
| Estimating soybean leaf defoliation using convolutional neural networks and synthetic images LA da Silva, PO Bressan, DN Gonçalves, DM Freitas, BB Machado, ... Computers and electronics in agriculture 156, 360-368, 2019 | 35 | 2019 |
| Spatiotemporal gabor filters: a new method for dynamic texture recognition WN Gonçalves, BB Machado, OM Bruno arXiv preprint arXiv:1201.3612, 2012 | 33 | 2012 |
| Combining fractal and deterministic walkers for texture analysis and classification WN Gonçalves, OM Bruno Pattern Recognition 46 (11), 2953-2968, 2013 | 32 | 2013 |
Marcato Junior, JoséFederal University of Mato Grosso do SulE-mail confirmado em ufms.br
