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ORCIDSigfredo Fuentes
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2020 – today
- 2023
[j38]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: 107567 (2023)- [j37]Claudia Gonzalez Viejo, Damir D. Torrico, Sigfredo Fuentes:
Novel Contactless Sensors for Food, Beverage and Packaging Evaluation. Sensors 23(19): 8082 (2023) - 2022
- [j36]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: 107256 (2022) - [j35]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): 2158 (2022) - [j34]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): 2303 (2022) - [j33]Sigfredo Fuentes, Jiyul Chang:
Methodologies Used in Remote Sensing Data Analysis and Remote Sensors for Precision Agriculture. Sensors 22(20): 7898 (2022) - [j32]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): 8256 (2022) - [j31]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): 8645 (2022) - [j30]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): 8655 (2022) - 2021
- [j29]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: 106283 (2021) - [j28]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): 211 (2021) - [j27]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): 2775 (2021) - [j26]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): 295 (2021) - [j25]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): 2016 (2021) - [j24]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): 5948 (2021) - [j23]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): 6354 (2021) - [j22]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): 6383 (2021) - [j21]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): 6844 (2021) - [j20]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): 7312 (2021) - [j19]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): 7641 (2021) - 2020
- [j18]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): 2975 (2020) - [j17]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): 3596 (2020) - [j16]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): 3618 (2020) - [j15]Carlos Poblete-Echeverría, Sigfredo Fuentes:
Editorial: Special Issue "Emerging Sensor Technology in Agriculture". Sensors 20(14): 3827 (2020) - [j14]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): 5099 (2020) - [j13]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): 5108 (2020) - [j12]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): 6334 (2020)
2010 – 2019
- 2019
- [j11]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): 3054 (2019) - [j10]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): 3335 (2019) - 2018
- [j9]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: 109-117 (2018) - [j8]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: 311-318 (2018) - [j7]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): 1802 (2018) - [j6]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): 2958 (2018) - 2017
- [j5]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: 176-183 (2017) - [j4]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): 828 (2017) - 2016
- [j3]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: 195-202 (2016) - [j2]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): 585 (2016) - 2015
- [j1]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): 2860-2872 (2015)
Coauthor Index
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