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Biography

Jose A. Fernandez-Gallego is currently a professor at the Universidad de Ibagué. He has worked in areas related to image processing, plant phenotyping, precision agriculture, and cloud computing. At present, he is working at the D+TEC group with the idea of use engineering and programming techniques in agriculture and plant phenotyping areas. His background is in electronic engineering and automation and holds a Ph.D. in Ecology, Environmental Sciences, and Plant Physiology from the University of Barcelona. His interests are centered on technology application development and its uses in crops and natural environments.

Activities

Education and qualifications (3)

University of Barcelona: Barcelona, Barcelona, ES

2015-09-01 to 2019-11-08 | Ph. D. Ecology, Environmental Sciences and Plant Physiology (Evolutionary Biology, Ecology and Environmental Sciences)
Education
Source: Self-asserted source
J.A. Fernandez-Gallego

Universidad Nacional de Colombia Sede Manizales: Manizales, Caldas, CO

2000-02-01 to 2015-08-19 | Electronic Engineer (Electrical and Electronic Engineering)
Education
Source: Self-asserted source
J.A. Fernandez-Gallego

Universidad Nacional de Colombia Sede Manizales: Manizales, CO

2005-09-01 to 2007-10-14 | Industrial Automation Master (Electrical and Electronic Engineering)
Education
Source: Self-asserted source
J.A. Fernandez-Gallego

Funding (1)

Image processing techniques using RGB, thermal and multispectral data as a tool for plant phenotyping

2015-12 to 2019-12 | Award
Proyecto Formación de Talento Humano de Alto Nivel (Ibagué, Tolima, CO)
GRANT_NUMBER:

BPIN 2013000100103

Source: Self-asserted source
J.A. Fernandez-Gallego

Works (21)

Crop Water Status Analysis from Complex Agricultural Data Using UMAP-Based Local Biplot

Remote Sensing
2024-08 | Journal article | Author
Contributors: Jenniffer Carolina Triana Martinez; Andres Alvarez-Meza; Julian Gil-Gonzalez; Tom De Swaef; J.A. Fernandez-Gallego
Source: check_circle
Multidisciplinary Digital Publishing Institute

Chained Deep Learning Using Generalized Cross-Entropy for Multiple Annotators Classification

Sensors
2023-03 | Journal article | Author
Contributors: Jenniffer Carolina Triana Martinez; Julian Gil-Gonzalez; J.A. Fernandez-Gallego; Andres Alvarez-Meza; German Castellanos-Dominguez
Source: check_circle
Multidisciplinary Digital Publishing Institute

Quantification of <i>Pinus pinea</i> L. Pinecone Productivity Using Machine Learning of UAV and Field Images

Environmental Sciences Proceedings
2022-06 | Journal article | Author
Contributors: Shawn Kefauver; Maria Luisa Buchaillot; Joel Segarra; J.A. Fernandez-Gallego; Jose Luis Araus; Xavier Llosa; Mario Beltrán Barba; Míriam Piqué Nicolau
Source: check_circle
Multidisciplinary Digital Publishing Institute

Vegetation indices derived from digital images and stable carbon and nitrogen isotope signatures as indicators of date palm performance under salinity

Agricultural Water Management
2020 | Journal article
EID:

2-s2.0-85076355663

Part of ISBN:

18732283 03783774

Contributors: Serret, M.D.; Al-Dakheel, A.J.; Yousfi, S.; Fernáandez-Gallego, J.A.; Elouafi, I.A.; Araus, J.L.
Source: Self-asserted source
J.A. Fernandez-Gallego via Scopus - Elsevier
grade
Preferred source (of 2)‎

Automatic wheat ear counting using machine learning based on RGB UAV imagery

The Plant Journal
2020-05-05 | Journal article
Part of ISSN: 0960-7412
Part of ISSN: 1365-313X
Source: Self-asserted source
J.A. Fernandez-Gallego

Cereal Crop Ear Counting in Field Conditions Using Zenithal RGB Images

Journal of visualized experiments : JoVE
2019 | Journal article
EID:

2-s2.0-85062075675

Contributors: Fernandez-Gallego, J.A.; Buchaillot, M.L.; Gracia-Romero, A.; Vatter, T.; Diaz, O.V.; Aparicio Gutiérrez, N.; Nieto-Taladriz, M.T.; Kerfal, S.; Serret, M.D.; Araus, J.L. et al.
Source: Self-asserted source
J.A. Fernandez-Gallego via Scopus - Elsevier
grade
Preferred source (of 2)‎

Low-cost assessment of grain yield in durum wheat using RGB images

European Journal of Agronomy
2019 | Journal article
EID:

2-s2.0-85062281890

Contributors: Fernandez-Gallego, J.A.; Kefauver, S.C.; Vatter, T.; Aparicio Gutiérrez, N.; Nieto-Taladriz, M.T.; Araus, J.L.
Source: Self-asserted source
J.A. Fernandez-Gallego via Scopus - Elsevier
grade
Preferred source (of 2)‎

Wheat ear temperature estimation using a thermal radiometric camera

Proceedings of SPIE - The International Society for Optical Engineering
2019 | Conference paper
EID:

2-s2.0-85078160322

Part of ISBN:

1996756X 0277786X

Contributors: Fernandez-Gallego, J.A.; Buchaillot, M.L.; Gutiérrez, N.A.; Nieto-Taladriz, M.T.; Araus, J.L.; Kefauver, S.C.
Source: Self-asserted source
J.A. Fernandez-Gallego via Scopus - Elsevier
grade
Preferred source (of 2)‎

UAV and Ground Image-Based Phenotyping: A Proof of Concept with Durum Wheat

Remote Sensing
2019-05 | Journal article | Author
Contributors: Adrian Gracia-Romero; Shawn Kefauver; J.A. Fernandez-Gallego; Omar Vergara Diaz; María Teresa Nieto-Taladriz; Jose Luis Araus
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Automatic Wheat Ear Counting Using Thermal Imagery

Remote Sensing
2019-03 | Journal article | Author
Contributors: J.A. Fernandez-Gallego; Ma. Luisa Buchaillot; Nieves Aparicio Gutiérrez; María Teresa Nieto-Taladriz; Jose Luis Araus; Shawn Kefauver
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Use of RGB Vegetation Indexes in Assessing Early Effects of <i>Verticillium</i> Wilt of Olive in Asymptomatic Plants in High and Low Fertility Scenarios

Remote Sensing
2019-03 | Journal article | Author
Contributors: Marc Sancho-Adamson; Maria Isabel Trillas; Jordi Bort; J.A. Fernandez-Gallego; Joan Romanyà
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Automatic wheat ear counting in-field conditions: Simulation and implication of lower resolution images

Proceedings of SPIE - The International Society for Optical Engineering
2018 | Conference paper
EID:

2-s2.0-85056472301

Contributors: Fernandez-Gallego, J.A.; Kefauver, S.C.; Gutiérrez, N.A.; Nieto-Taladriz, M.T.; Araus, J.L.
Source: Self-asserted source
J.A. Fernandez-Gallego via Scopus - Elsevier
grade
Preferred source (of 2)‎

Comparative canopy cover estimation using RGB images from UAV and ground

Proceedings of SPIE - The International Society for Optical Engineering
2018 | Conference paper
EID:

2-s2.0-85056479917

Contributors: Fernandez-Gallego, J.A.; Kefauver, S.C.; Kerfal, S.; Araus, J.L.
Source: Self-asserted source
J.A. Fernandez-Gallego via Scopus - Elsevier
grade
Preferred source (of 2)‎

Leaf dorsoventrality as a paramount factor determining spectral performance in field-grown wheat under contrasting water regimes

Journal of Experimental Botany
2018 | Journal article
EID:

2-s2.0-85047729992

Contributors: Vergara-Díaz, O.; Chairi, F.; Vicente, R.; Fernandez-Gallego, J.A.; Nieto-Taladriz, M.T.; Aparicio, N.; Kefauver, S.C.; Araus, J.L.
Source: Self-asserted source
J.A. Fernandez-Gallego via Scopus - Elsevier
grade
Preferred source (of 2)‎

Wheat ear counting in-field conditions: High throughput and low-cost approach using RGB images

Plant Methods
2018 | Journal article
EID:

2-s2.0-85044086686

Contributors: Fernandez-Gallego, J.A.; Kefauver, S.C.; Gutiérrez, N.A.; Nieto-Taladriz, M.T.; Araus, J.L.
Source: Self-asserted source
J.A. Fernandez-Gallego via Scopus - Elsevier
grade
Preferred source (of 2)‎

Comparative UAV and field phenotyping to assess yield and nitrogen use efficiency in hybrid and conventional barley

Frontiers in Plant Science
2017 | Journal article
EID:

2-s2.0-85034107445

Contributors: Kefauver, S.C.; Vicente, R.; Vergara-Díaz, O.; Fernandez-Gallego, J.A.; Kerfal, S.; Lopez, A.; Melichar, J.P.E.; Serret Molins, M.D.; Araus, J.L.
Source: Self-asserted source
J.A. Fernandez-Gallego via Scopus - Elsevier
grade
Preferred source (of 2)‎

Fast texture evaluation of textiles using the GLBP technique in GPU architecture

Proceedings of SPIE - The International Society for Optical Engineering
2012 | Conference paper
EID:

2-s2.0-84861958687

Contributors: Orjuela-Vargas, S.A.; Triana-Martinez, J.; Fernandez-Gallego, J.A.; Alvarez, J.; Ortiz-Jaramillo, B.; Philips, W.
Source: Self-asserted source
J.A. Fernandez-Gallego via Scopus - Elsevier
grade
Preferred source (of 2)‎

Real-time portable system for fabric defect detection using an ARM processor

2012 | Journal article
SOURCE-WORK-ID:

0827181255611-2

Contributors: Fernandez-Gallego, J. A.; Yanez, J. P.
Source: Self-asserted source
J.A. Fernandez-Gallego via ResearcherID
grade
Preferred source (of 2)‎

Real-time portable system for fabric defect detection using an ARM processor

Proceedings of SPIE - The International Society for Optical Engineering
2012 | Conference paper
EID:

2-s2.0-84861935408

Contributors: Fernandez-Gallego, J.A.; Yañez-Puentes, J.P.; Ortiz-Jaramillo, B.; Alvarez, J.; Orjuela-Vargas, S.A.; Philips, W.
Source: Self-asserted source
J.A. Fernandez-Gallego via Scopus - Elsevier
grade
Preferred source (of 2)‎

Estudio Comparativo de Técnicas Espaciales para la Identificación de Defectos en Textiles

2010 | Journal article
SOURCE-WORK-ID:

0827181255611-3

Contributors: G, José Armando Fernández
Source: Self-asserted source
J.A. Fernandez-Gallego via ResearcherID
grade
Preferred source (of 2)‎

Fabric defect detection using the wavelet transform in an ARM processor

Conference paper
WOSUID:

WOS:000304865800022

Contributors: Fernández-Gallego, J. A.; Orjuela, S. A.; Álvarez, J.; Philips, W.
Source: Self-asserted source
J.A. Fernandez-Gallego via ResearcherID