activity
20212025
most citedDriver2vec: Driver Identification from Automotive Data

11 citations · 19 across the 5 of their papers we have counts for

collaborators

5 papers

eess.SP2025

From Raw Gaze to Meaningful Features: Assessment of Visual Behavior in Driving Simulator

Smilja Stokanović, Jaka Sodnik, Nadica Miljković

A novel quantitative analytical approach to investigate eye movement behaviour in a driving simulator during three conditions: Baseline, Ride (simulated drive under normal visibili…

eess.IV2025

Contactless pulse rate assessment: Results and insights for application in driving simulator

Đorđe D. Nešković, Kristina Stojmenova Pečečnik, Jaka Sodnik +1

Remote photoplethysmography (rPPG) offers a promising solution for non-contact driver monitoring by detecting subtle blood flow-induced facial color changes from video. However, mo…

eess.SP2023★ 6 cited

Data Augmentation for Generating Synthetic Electrogastrogram Time Series

Nadica Miljković, Nikola Milenić, Nenad B. Popović +1

To address an emerging need for large number of diverse datasets for rigor evaluation of signal processing techniques, we developed and evaluated a new method for generating synthe…

eess.IV2022★ 2 cited

Effectiveness of a time to fixate for fitness to drive evaluation in neurological patients

Nadica Miljković, Jaka Sodnik

We present a method to automatically calculate time to fixate (TTF) from the eye-tracker data in subjects with neurological impairment using a driving simulator. TTF presents the t…

cs.LG2021★ 11 cited

Driver2vec: Driver Identification from Automotive Data

Jingbo Yang, Ruge Zhao, Meixian Zhu +3

With increasing focus on privacy protection, alternative methods to identify vehicle operator without the use of biometric identifiers have gained traction for automotive data anal…