Optical Sensors and Sensing Congress

19 July 2021 – 23 July 2021
Optica Virtual Event - Pacific Daylight/Summer Time (UTC - 07:00)

CNN vs. SVM for Automatic Train Moving Recognition by Optical Fiber Sensing Data Analysis (JW2A.4)

Presenter: Abdelkader Hamadi, SNCF

This paper introduces a comparison study between SVM and a deep learner for automatic train moving recognition by exploiting distributed acoustic sensing data. The results show the performance of each of the two methods for such a goal.

Authors:Abdelkader Hamadi, SNCF / Ali Kabalan, SNCF / Gabriel Papaiz Garbini, SNCF / Tarik Hammi, SNCF

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