Sigfredo Fuentes

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 37

Top Topics

Machine Learning

Top Venues

Comput. Electron. Agric.

ISPRS Int. J. Geo Inf.

Publications

Claudia Gonzalez Viejo, Damir D. Torrico, Sigfredo Fuentes
Novel Contactless Sensors for Food, Beverage and Packaging Evaluation. Sensors 23 (19) (2023)
Mee-Yung Shin, Claudia Gonzalez Viejo, Eden Jane Tongson, Tonya Wiechel, Paul W. J. Taylor, Sigfredo Fuentes
Early detection of Verticillium wilt of potatoes using near-infrared spectroscopy and machine learning modeling. Comput. Electron. Agric. 204 (2023)
Sigfredo Fuentes, Jiyul Chang
Methodologies Used in Remote Sensing Data Analysis and Remote Sensors for Precision Agriculture. Sensors 22 (20) (2022)
Claudia Gonzalez Viejo, Sigfredo Fuentes
Digital Assessment and Classification of Wine Faults Using a Low-Cost Electronic Nose, Near-Infrared Spectroscopy and Machine Learning Modelling. Sensors 22 (6) (2022)
Hai Ho Dac, Claudia Gonzalez Viejo, Nir Lipovetzky, Eden Jane Tongson, Frank R. Dunshea, Sigfredo Fuentes
Livestock Identification Using Deep Learning for Traceability. Sensors 22 (21) (2022)
Aimi Aznan, Claudia Gonzalez Viejo, Alexis Pang, Sigfredo Fuentes
Rapid Detection of Fraudulent Rice Using Low-Cost Digital Sensing Devices and Machine Learning. Sensors 22 (22) (2022)
Marcos Carrasco-Benavides, Claudia Gonzalez Viejo, Eden Jane Tongson, Antonella Baffico-Hernández, Carlos Ávila-Sánchez, Marco Mora, Sigfredo Fuentes
Water status estimation of cherry trees using infrared thermal imagery coupled with supervised machine learning modeling. Comput. Electron. Agric. 200 (2022)
Chang Liu, Chetan Sharma, Qiqi Xu, Claudia Gonzalez Viejo, Sigfredo Fuentes, Damir D. Torrico
Influence of Label Design and Country of Origin Information in Wines on Consumers' Visual, Sensory, and Emotional Responses. Sensors 22 (6) (2022)
Hanyue Feng, Claudia Gonzalez Viejo, Niloofar Vaghefi, Paul W. J. Taylor, Eden Jane Tongson, Sigfredo Fuentes
Early Detection of Fusarium oxysporum Infection in Processing Tomatoes (Solanum lycopersicum) and Pathogen-Soil Interactions Using a Low-Cost Portable Electronic Nose and Machine Learning Modeling. Sensors 22 (22) (2022)
Claudia Gonzalez Viejo, Eden Jane Tongson, Sigfredo Fuentes
Integrating a Low-Cost Electronic Nose and Machine Learning Modelling to Assess Coffee Aroma Profile and Intensity. Sensors 21 (6) (2021)
Sigfredo Fuentes, Eden Jane Tongson
Editorial: Special Issue "Implementation of Sensors and Artificial Intelligence for Environmental Hazards Assessment in Urban, Agriculture and Forestry Systems". Sensors 21 (19) (2021)
Suyoung Park, Dongryeol Ryu, Sigfredo Fuentes, Hoam Chung, Mark O'Connell, Junchul Kim
Mapping Very-High-Resolution Evapotranspiration from Unmanned Aerial Vehicle (UAV) Imagery. ISPRS Int. J. Geo Inf. 10 (4) (2021)
Sigfredo Fuentes, Claudia Gonzalez Viejo, Chelsea Hall, Yidan Tang, Eden Jane Tongson
Berry Cell Vitality Assessment and the Effect on Wine Sensory Traits Based on Chemical Fingerprinting, Canopy Architecture and Machine Learning Modelling. Sensors 21 (21) (2021)
Maria Jorquera-Chavez, Sigfredo Fuentes, Frank R. Dunshea, Robyn D. Warner, Tomas Poblete, Ranjith R. Unnithan, Rebecca S. Morrison, Ellen C. Jongman
Using imagery and computer vision as remote monitoring methods for early detection of respiratory disease in pigs. Comput. Electron. Agric. 187 (2021)
Sigfredo Fuentes, Eden Jane Tongson, Claudia Gonzalez Viejo
Urban Green Infrastructure Monitoring Using Remote Sensing from Integrated Visible and Thermal Infrared Cameras Mounted on a Moving Vehicle. Sensors 21 (1) (2021)
Sigfredo Fuentes, Claudia Gonzalez Viejo, Eden Jane Tongson, Nir Lipovetzky, Frank R. Dunshea
Biometric Physiological Responses from Dairy Cows Measured by Visible Remote Sensing Are Good Predictors of Milk Productivity and Quality through Artificial Intelligence. Sensors 21 (20) (2021)
Aimi Aznan, Claudia Gonzalez Viejo, Alexis Pang, Sigfredo Fuentes
Computer Vision and Machine Learning Analysis of Commercial Rice Grains: A Potential Digital Approach for Consumer Perception Studies. Sensors 21 (19) (2021)
Sigfredo Fuentes, Eden Jane Tongson, Ranjith R. Unnithan, Claudia Gonzalez Viejo
Early Detection of Aphid Infestation and Insect-Plant Interaction Assessment in Wheat Using a Low-Cost Electronic Nose (E-Nose), Near-Infrared Spectroscopy and Machine Learning Modeling. Sensors 21 (17) (2021)
Sigfredo Fuentes, Claudia Gonzalez Viejo, Damir D. Torrico, Frank R. Dunshea
Digital Integration and Automated Assessment of Eye-Tracking and Emotional Response Data Using the BioSensory App to Maximize Packaging Label Analysis. Sensors 21 (22) (2021)
Suyoung Park, Dongryeol Ryu, Sigfredo Fuentes, Hoam Chung, Mark O'Connell, Junchul Kim
Dependence of CWSI-Based Plant Water Stress Estimation with Diurnal Acquisition Times in a Nectarine Orchard. Remote. Sens. 13 (14) (2021)
Sigfredo Fuentes, Claudia Gonzalez Viejo, Brendan Cullen, Eden Jane Tongson, Surinder S. Chauhan, Frank R. Dunshea
Artificial Intelligence Applied to a Robotic Dairy Farm to Model Milk Productivity and Quality based on Cow Data and Daily Environmental Parameters. Sensors 20 (10) (2020)
Marcos Carrasco-Benavides, Javiera Antunez-Quilobrán, Antonella Baffico-Hernández, Carlos Ávila-Sánchez, Samuel Ortega-Farías, Sergio Espinoza, John Gajardo, Marco Mora, Sigfredo Fuentes
Performance Assessment of Thermal Infrared Cameras of Different Resolutions to Estimate Tree Water Status from Two Cherry Cultivars: An Alternative to Midday Stem Water Potential and Stomatal Conductance. Sensors 20 (12) (2020)
Vasiliki Summerson, Claudia Gonzalez Viejo, Colleen Szeto, Kerry Wilkinson, Damir D. Torrico, Alexis Pang, Roberta De Bei, Sigfredo Fuentes
Classification of Smoke Contaminated Cabernet Sauvignon Berries and Leaves Based on Chemical Fingerprinting and Machine Learning Algorithms. Sensors 20 (18) (2020)
Sigfredo Fuentes, Damir D. Torrico, Eden Jane Tongson, Claudia Gonzalez Viejo
Machine Learning Modeling of Wine Sensory Profiles and Color of Vertical Vintages of Pinot Noir Based on Chemical Fingerprinting, Weather and Management Data. Sensors 20 (13) (2020)
Sigfredo Fuentes, Vasiliki Summerson, Claudia Gonzalez Viejo, Eden Jane Tongson, Nir Lipovetzky, Kerry Wilkinson, Colleen Szeto, Ranjith R. Unnithan
Assessment of Smoke Contamination in Grapevine Berries and Taint in Wines Due to Bushfires Using a Low-Cost E-Nose and an Artificial Intelligence Approach. Sensors 20 (18) (2020)
Sigfredo Fuentes, Claudia Gonzalez Viejo, Surinder S. Chauhan, Aleena Joy, Eden Jane Tongson, Frank R. Dunshea
Non-Invasive Sheep Biometrics Obtained by Computer Vision Algorithms and Machine Learning Modeling Using Integrated Visible/Infrared Thermal Cameras. Sensors 20 (21) (2020)
Carlos Poblete-Echeverría, Sigfredo Fuentes
Editorial: Special Issue "Emerging Sensor Technology in Agriculture". Sensors 20 (14) (2020)
Sigfredo Fuentes, Gabriela Chacon, Damir D. Torrico, Andrea Zarate, Claudia Gonzalez Viejo
Spatial Variability of Aroma Profiles of Cocoa Trees Obtained through Computer Vision and Machine Learning Modelling: A Cover Photography and High Spatial Remote Sensing Application. Sensors 19 (14) (2019)
Sigfredo Fuentes, Eden Jane Tongson, Roberta De Bei, Claudia Gonzalez Viejo, Renata Ristic, Steve Tyerman, Kerry Wilkinson
Non-Invasive Tools to Detect Smoke Contamination in Grapevine Canopies, Berries and Wine: A Remote Sensing and Machine Learning Modeling Approach. Sensors 19 (15) (2019)
Sigfredo Fuentes, Claudia Gonzalez Viejo, Damir D. Torrico, Frank R. Dunshea
Development of a Biosensory Computer Application to Assess Physiological and Emotional Responses from Sensory Panelists. Sensors 18 (9) (2018)
Claudia Gonzalez Viejo, Sigfredo Fuentes, Damir D. Torrico, Frank R. Dunshea
Non-Contact Heart Rate and Blood Pressure Estimations from Video Analysis and Machine Learning Modelling Applied to Food Sensory Responses: A Case Study for Chocolate. Sensors 18 (6) (2018)
María Romero, Yuchen Luo, Baofeng Su, Sigfredo Fuentes
Vineyard water status estimation using multispectral imagery from an UAV platform and machine learning algorithms for irrigation scheduling management. Comput. Electron. Agric. 147 (2018)
Sigfredo Fuentes, Esther Hernández-Montes, J. M. Escalona, Josefina Bota, Claudia Gonzalez Viejo, Carlos Poblete-Echeverría, Eden Jane Tongson, H. Medrano
Automated grapevine cultivar classification based on machine learning using leaf morpho-colorimetry, fractal dimension and near-infrared spectroscopy parameters. Comput. Electron. Agric. 151 (2018)
Suyoung Park, Dongryeol Ryu, Sigfredo Fuentes, Hoam Chung, Esther Hernández-Montes, Mark O'Connell
Adaptive Estimation of Crop Water Stress in Nectarine and Peach Orchards Using High-Resolution Imagery from an Unmanned Aerial Vehicle (UAV). Remote. Sens. 9 (8) (2017)
Roberta De Bei, Sigfredo Fuentes, W. Sullivan, Everard J. Edwards, Steve Tyerman, Daniel Cozzolino
Rapid measurement of total non-structural carbohydrate concentration in grapevine trunk and leaf tissues using near infrared spectroscopy. Comput. Electron. Agric. 136 (2017)
Roberta De Bei, Sigfredo Fuentes, Matthew Gilliham, Steve Tyerman, Everard J. Edwards, Nicolò Bianchini, Jason Smith, Cassandra Collins
VitiCanopy: A Free Computer App to Estimate Canopy Vigor and Porosity for Grapevine. Sensors 16 (4) (2016)
Marco Mora, Felipe Avila, Marcos Carrasco-Benavides, Gonzalo Maldonado, Jeissy Olguín-Cáceres, Sigfredo Fuentes
Automated computation of leaf area index from fruit trees using improved image processing algorithms applied to canopy cover digital photograpies. Comput. Electron. Agric. 123 (2016)
Carlos Poblete-Echeverría, Sigfredo Fuentes, Samuel Ortega-Farías, Jaime Gonzalez-Talice, Jose Antonio Yuri
Digital Cover Photography for Estimating Leaf Area Index (LAI) in Apple Trees Using a Variable Light Extinction Coefficient. Sensors 15 (2) (2015)