Sigfredo Fuentes

38 papers Journal 38

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