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Hemerson Pistori
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Weed detection in soybean crops using ConvNets
A dos Santos Ferreira, DM Freitas, GG da Silva, H Pistori, MT Folhes
Computers and Electronics in Agriculture 143, 314-324, 2017
5772017
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
4082021
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
2372020
Detection and classification of soybean pests using deep learning with UAV images
EC Tetila, BB Machado, G Astolfi, NA de Souza Belete, WP Amorim, ...
Computers and Electronics in Agriculture 179, 105836, 2020
2342020
Automatic recognition of soybean leaf diseases using UAV images and deep convolutional neural networks
EC Tetila, BB Machado, GK Menezes, AS Oliveira, M Alvarez, WP Amorim, ...
IEEE geoscience and remote sensing letters 17 (5), 903-907, 2019
1822019
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
1762019
Identification of soybean foliar diseases using unmanned aerial vehicle images
EC Tetila, BB Machado, NA Belete, DA Guimarães, H Pistori
IEEE Geoscience and remote sensing letters 14 (12), 2190-2194, 2017
1652017
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
1492016
Long-term forecast of energy commodities price using machine learning
GP Herrera, M Constantino, BM Tabak, H Pistori, JJ Su, A Naranpanawa
Energy 179, 214-221, 2019
1452019
Leaf nitrogen concentration and plant height prediction for maize using UAV-based multispectral imagery and machine learning techniques
LP Osco, JM Junior, APM Ramos, DEG Furuya, DC Santana, ...
Remote Sensing 12 (19), 3237, 2020
1242020
Unsupervised deep learning and semi-automatic data labeling in weed discrimination
A dos Santos Ferreira, DM Freitas, GG da Silva, H Pistori, MT Folhes
Computers and Electronics in Agriculture 165, 104963, 2019
1122019
Feature extraction and machine learning for the classification of Brazilian Savannah pollen grains
AB Gonçalves, JS Souza, GG Silva, MP Cereda, A Pott, MH Naka, ...
PloS one 11 (6), e0157044, 2016
922016
Automatic live fingerlings counting using computer vision
PLF Albuquerque, V Garcia, ASO Junior, T Lewandowski, C Detweiler, ...
Computers and Electronics in Agriculture 167, 105015, 2019
802019
A deep-learning approach for automatic counting of soybean insect pests
EC Tetila, BB Machado, GV Menezes, NA de Souza Belete, G Astolfi, ...
IEEE Geoscience and Remote Sensing Letters 17 (10), 1837-1841, 2019
622019
Cattle weight estimation using active contour models and regression trees Bagging
VAM Weber, F de Lima Weber, A da Silva Oliveira, G Astolfi, GV Menezes, ...
Computers and electronics in agriculture 179, 105804, 2020
592020
Tecnologia adaptativa em engenharia de computação: Estado da arte e aplicações
H Pistori, JJ Neto
Universidade de São Paulo (USP), São Paulo, 2003
592003
Prediction of Girolando cattle weight by means of body measurements extracted from images
VAM Weber, FL Weber, RC Gomes, AS Oliveira Junior, GV Menezes, ...
Revista Brasileira de Zootecnia 49, e20190110, 2020
572020
Predicting days to maturity, plant height, and grain yield in soybean: A machine and deep learning approach using multispectral data
PE Teodoro, LPR Teodoro, FHR Baio, CA da Silva Junior, RG dos Santos, ...
Remote sensing 13 (22), 4632, 2021
552021
Plant species identification using color learning resources, shape, texture, through machine learning and artificial neural networks
D Bambil, H Pistori, F Bao, V Weber, FM Alves, EG Gonçalves, ...
Environment Systems and Decisions 40 (4), 480-484, 2020
552020
Recognition of Pantaneira cattle breed using computer vision and convolutional neural networks
F de Lima Weber, VA de Moraes Weber, GV Menezes, ASO Junior, ...
Computers and Electronics in Agriculture 175, 105548, 2020
542020
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