Giorgio Morales Luna
Giorgio Morales Luna
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Automatic Segmentation of Mauritia flexuosa in Unmanned Aerial Vehicle (UAV) Imagery Using Deep Learning
G Morales, G Kemper, G Sevillano, D Arteaga, I Ortega, J Telles
Forests 9 (12), 736, 2018
Detecting violent robberies in CCTV videos using deep learning
G Morales, I Salazar-Reque, J Telles, D Díaz
Artificial Intelligence Applications and Innovations: 15th IFIP WG 12.5 …, 2019
Cloud detection in high-resolution multispectral satellite imagery using deep learning
G Morales, SG Huamán, J Telles
Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018
PETEFA: Geographic information system for precision agriculture
W Palomino, G Morales, S Huamán, J Telles
2018 IEEE XXV international conference on electronics, electrical …, 2018
Hyperspectral dimensionality reduction based on inter-band redundancy analysis and greedy spectral selection
G Morales, JW Sheppard, RD Logan, JA Shaw
Remote Sensing 13 (18), 3649, 2021
Reduced-cost hyperspectral convolutional neural networks
G Morales, JW Sheppard, B Scherrer, JA Shaw
Journal of Applied Remote Sensing 14 (3), 036519-036519, 2020
End-to-end cloud segmentation in high-resolution multispectral satellite imagery using deep learning
G Morales, A Ramírez, J Telles
2019 IEEE XXVI International Conference on Electronics, Electrical …, 2019
Shadow detection in high-resolution multispectral satellite imagery using generative adversarial networks
G Morales, D Arteaga, SG Huamán, J Telles, W Palomino
2018 IEEE XXV International Conference on Electronics, Electrical …, 2018
Two-dimensional deep regression for early yield prediction of winter wheat
G Morales, JW Sheppard
SPIE Future Sensing Technologies 2021 11914, 49-63, 2021
Hyperspectral band selection for multispectral image classification with convolutional networks
G Morales, J Sheppard, R Logan, J Shaw
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
Cloud Detection for PERUSAT-1 Imagery Using Spectral and Texture Descriptors, ANN, and Panchromatic Fusion
G Morales, SG Huamán, J Telles
Proceedings of the 3rd Brazilian Technology Symposium: Emerging Trends and …, 2019
Improved Yield Prediction of Winter Wheat Using a Novel Two-Dimensional Deep Regression Neural Network Trained via Remote Sensing
G Morales, JW Sheppard, PB Hegedus, BD Maxwell
Sensors 23 (1), 489, 2023
Generation of Site-specific Nitrogen Response Curves for Winter Wheat using Deep Learning
G Morales, J Sheppard, A Peerlinck, P Hegedus, B Maxwell
Proceedings of the 15th International Conference on Precision Agriculture …, 2022
Estimation of 2D velocity model using acoustic signals and convolutional neural networks
MPE Apolinario, SGH Bustamante, G Morales, D Diaz
2019 IEEE XXVI International Conference on Electronics, Electrical …, 2019
Shadow Removal in High-Resolution Satellite Images Using Conditional Generative Adversarial Networks
G Morales, SG Huamán, J Telles
Annual International Symposium on Information Management and Big Data, 328-340, 2018
Towards a Low-Cost Comprehensive Process for On-Farm Precision Experimentation and Analysis
PB Hegedus, B Maxwell, J Sheppard, S Loewen, H Duff, G Morales-Luna, ...
Agriculture 13 (3), 524, 2023
Regression models between active sensor-measured NDVI and UAV-acquired multispectral images with positioning uncertainty
S Huamán, A Castro, G Morales, J Telles
IEEE Latin America Transactions 17 (06), 1055-1067, 2019
Desarrollo de un software de teledetección orientado a la identificación y medición automática de áreas de plantaciones de aguajales en la amazonía Peruana utilizando imágenes …
GL Morales Luna
Universidad Nacional de Ingeniería, 2017
Counterfactual Explanations of Neural Network-Generated Response Curves
G Morales, J Sheppard
arXiv preprint arXiv:2304.04063, 2023
Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation
G Morales, JW Sheppard
arXiv preprint arXiv:2212.06370, 2022
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