Sep 2019
What is driver identification?
The prevalence of smartphones have changed our lives, perhaps mostly for better but in a few cases they have caused harm. Gig-economies only made possible thanks to smartphones, and …
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Driver-Identification
Publication
Triplet Loss and its Applications to Driver Identification and Verification [WIP]
A major issue in driver identification is lack of enough data from the target group of drivers. In this work I use Triplet loss to train neural nets that learn to discriminate between small …
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Driver Identification only using GPS trajectories: A Deep Learning Approach
This is one of my latest works in which I apply deep learning to problem of driver identification using GPS data collected from smartphone.
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