Eden Tongson

Non-Invasive Sheep Biometrics Obtained by Computer Vision Algorithms and Machine Learning Modeling Using Integrated Visible/Infrared Thermal Cameras

Sigfredo Fuentes, Claudia Gonzalez Viejo, Surinder S Chauhan, Aleena Joy, Eden Tongson, Frank R Dunshea

Journal article  |  2020  |  Sensors

Live sheep export has become a public concern. This study aimed to test a non-contact biometric system based on artificial intelli..

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

Sigfredo Fuentes, Vasiliki Summerson, Claudia Gonzalez Viejo, Eden Tongson, Nir Lipovetzky, Kerry L Wilkinson, Colleen Szeto, Ranjith R Unnithan

Journal article  |  2020  |  Sensors

Bushfires are increasing in number and intensity due to climate change. A newly developed low-cost electronic nose (e-nose) was te..

Machine Learning Modeling of Wine Sensory Profiles and Color of Vertical Vintages of Pinot Noir Based on Chemical Fingerprinting, Weather and Management Data

Sigfredo Fuentes, Damir D Torrico, Eden Tongson, Claudia Gonzalez Viejo

Journal article  |  2020  |  Sensors

Important wine quality traits such as sensory profile and color are the product of complex interactions between the soil, grapevin..

A Digital Approach to Evaluate the Effect of Berry Cell Death on Pinot Noir Wines' Quality Traits and Sensory Profiles Using Non-Destructive Near-Infrared Spectroscopy

Sigfredo Fuentes, Eden Tongson, Juesheng Chen, Claudia Gonzalez Viejo

Journal article  |  2020  |  Beverages

Berry cell death (BCD) is linked to the development of flavors and aromas in berries and wine. The BCD pattern and rate within a g..

Artificial Intelligence Applied to a Robotic Dairy Farm to Model Milk Productivity and Quality based on Cow Data and Daily Environmental Parameters

Sigfredo Fuentes, Claudia Gonzalez Viejo, Brendan Cullen, Eden Tongson, Surinder S Chauhan, Frank R Dunshea

Journal article  |  2020  |  Sensors

Increased global temperatures and climatic anomalies, such as heatwaves, as a product of climate change, are impacting the heat st..

Modeling Pinot Noir Aroma Profiles Based on Weather and Water Management Information Using Machine Learning Algorithms: A Vertical Vintage Analysis Using Artificial Intelligence

Sigfredo Fuentes, Eden Tongson, Damir D Torrico, Claudia Gonzalez Viejo

Journal article  |  2020  |  Foods

: Wine aroma profiles are determinant for the specific style and quality characteristics of final wines. These are dependent on th..

Non-Invasive Tools to Detect Smoke Contamination in Grapevine Canopies, Berries and Wine: A Remote Sensing and Machine Learning Modeling Approach

Sigfredo Fuentes, Eden Jane Tongson, Roberta De Bei, Claudia Gonzalez Viejo, Renata Ristic, Stephen Tyerman, Kerry Wilkinson

Journal article  |  2019  |  Sensors

Bushfires are becoming more frequent and intensive due to changing climate. Those that occur close to vineyards can cause smoke co..

Automated Chinese medicinal plants classification based on machine learning using leaf morpho-colorimetry, fractal dimension and visible/near infrared spectroscopy

Jinru Xue, Sigfredo Fuentes, Carlos Poblete-Echeverria, Claudia Gonzalez Viejo, Eden Tongson, Hejuan Du, Baofeng Su

Journal article  |  2019  |  International Journal of Agricultural and Biological Engineering

Canopy architecture assessment of cherry trees by cover photography based on variable light extinction coefficient modelled using artificial neural networks

EJ Tongson, S Fuentes, M Carrasco-Benavides, M Mora

Conference Proceedings  |  2019  |  Acta Horticulturae

Automated grapevine cultivar classification based on machine learning using leaf morpho-colorimetry, fractal dimension and near-infrared spectroscopy parameters

S Fuentes, E Hernandez-Montes, JM Escalona, J Bota, C Gonzalez Viejo, C Poblete-Echeverria, E Tongson, H Medrano

Journal article  |  2018  |  Computers and Electronics in Agriculture