Juan Villacrés

National Polytechnic School — EC

Agricultural and Biological Sciences · Life Sciences

9h-index265citations26works3.02yr avg
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Research Topics

Smart Agriculture and AI(10), Remote Sensing in Agriculture(8), Spectroscopy and Chemometric Analyses(6), Remote Sensing and LiDAR Applications(5), Food Supply Chain Traceability(4)

Publications26 total

Assessment of light environment conditions for reconstruction of multispectral images by conditional adversarial networks
Biosystems Engineering·2025
Improved Amodal Fruit Segmentation via Data Augmentation and Mask RCNN Head Modification
IFAC-PapersOnLine·2025Open Access
Exploring Plant Phenotyping through Displacement Current Energy Harvesters-Based Self-Powered Active Sensors
2024· 1 cited
Assessing a multi-camera system to enhance fruit visibility for robotic harvesting in a V-trellised apple orchard
Computers and Electronics in Agriculture·2024· 8 cited
Assessment of Triboelectric Nanogenerators for Electric Field Energy Harvesting
Sensors·2024· 3 citedOpen Access
A Compact Handheld Sensor Package with Sensor Fusion for Comprehensive and Robust 3D Mapping
Sensors·2024· 6 citedOpen Access
Fusion-Driven Tree Reconstruction and Fruit Localization: Advancing Precision in Agriculture
arXiv (Cornell University)·2023Open Access
Data Classification Analysis
2023
Data Classification Analysis
2023
Apple orchard production estimation using deep learning strategies: A comparison of tracking-by-detection algorithms
Computers and Electronics in Agriculture·2022· 68 cited
Apple orchard production estimation using deep learning strategies: a comparison of tracking-by-detection algorithms - SensitivityAnalysis
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
Apple orchard production estimation using deep learning strategies: a comparison of tracking-by-detection algorithms - SensitivityAnalysis
Computers and Electronics in Agriculture·2022Open Access
Apple orchard production estimation using deep learning strategies: a comparison of tracking-by-detection algorithms - CaseStudy
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
Apple orchard production estimation using deep learning strategies: a comparison of tracking-by-detection algorithms - CaseStudy
Computers and Electronics in Agriculture·2022Open Access
In-field piecewise regression based prognosis of the IPC in electrically powered agricultural machinery
Computers and Electronics in Agriculture·2022· 7 cited
Aporte energético de especies forrajeras para producción de ganado bovino de doble propósito
Archivos de Zootecnia·2022· 1 citedOpen Access
Construction of 3D maps of vegetation indices retrieved from UAV multispectral imagery in forested areas
Biosystems Engineering·2021· 18 cited
3D Printing Deformation Estimation Using Artificial Vision Strategies for Smart-Construction
2021· 13 cited
Assessment of Multispectral Vegetation Features for Digital Terrain Modeling in Forested Regions
IEEE Transactions on Geoscience and Remote Sensing·2021· 12 cited
Retrieval of Vegetation Indices Related to Leaf Water Content from a Single Index: A Case Study of Eucalyptus globulus (Labill.) and Pinus radiata (D. Don.)
Plants·2021· 14 citedOpen Access
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Frequent Co-authors

Fernando Auat Cheein(19), Stavros Vougioukas(8), Michelle Viscaíno(6), Oswaldo Menéndez(6), José Delpiano(5), Tito Arévalo-Ramirez(4), Andrés Fuentes(4), Robert Guamán-Rivera(4), Pedro Reszka(3), Javier Guevara(2), Marco Herrera(2), Óscar Camacho(2), Kaiming Fu(2), Zhaodan Kong(2), Nelson Sotomayor(1), Peng Wei(1), T. S. Kê(1), Kay Krachenfels(1), Curtis Ryan Stofer(1), Nima Bayati(1)