3 papers
cs.CV2020
DMD: A Large-Scale Multi-Modal Driver Monitoring Dataset for Attention and Alertness Analysis
Juan Diego Ortega, Neslihan Kose, Paola Cañas +5
Vision is the richest and most cost-effective technology for Driver Monitoring Systems (DMS), especially after the recent success of Deep Learning (DL) methods. The lack of suffici…
cs.CV2019
Real-Time Driver State Monitoring Using a CNN Based Spatio-Temporal Approach
Neslihan Kose, Okan Kopuklu, Alexander Unnervik +1
Many road accidents occur due to distracted drivers. Today, driver monitoring is essential even for the latest autonomous vehicles to alert distracted drivers in order to take over…
cs.CV2019
Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks
Okan Köpüklü, Ahmet Gunduz, Neslihan Kose +1
Real-time recognition of dynamic hand gestures from video streams is a challenging task since (i) there is no indication when a gesture starts and ends in the video, (ii) performed…