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JURADO CAMPOS , Natividad

Last name: JURADO CAMPOS

First name: Natividad

March 23, 2020 (v1)

Publication

Metadata-only

Deep Learning Techniques to Improve the Performance of Olive Oil Classification

Vega Márquez, Belén Nepomuceno Chamorro, Isabel de los Ángeles Jurado Campos, Natividad

The olive oil assessment involves the use of a standardized sensory analysis according to the "panel test" method. However, there is an important interest to design novel strategies based on the use of Gas Chromatography (GC) coupled to mass spectrometry (MS), or ion mobility spectrometry (IMS) together with a chemometric data treatment for...

Uploaded on: December 4, 2022
June 1, 2022 (v1)

Publication

Metadata-only

Convolutional Neural Networks for Olive Oil Classification

Vega Márquez, Belén Carminati, Andrea Jurado Campos, Natividad

The analysis of the quality of olive oil is a task that is hav-ing a lot of impact nowadays due to the large frauds that have been observed in the olive oil market. To solve this problem we have trained a Convolutional Neural Network (CNN) to classify 701 images obtained using GC-IMS methodology (gas chromatography coupled to ion mobil-ity...

Uploaded on: December 4, 2022