Advances in vehicular technology have resulted in more controls being incorporated into cabin designs. We present a system to determine which vehicle occupant is interacting with a control on the center console when it is activated, enabling the full use of dual-view touchscreens and the removal of duplicate controls. The proposed method relies on a background subtraction algorithm incorporating information from a superpixel segmentation stage. A manifold generated via the diffusion maps process handles the large variation in hand shapes, along with determining which part of the hand interacts with controls for a given gesture. We demonstrate superior results compared with other approaches on a challenging dataset.
Visual Monitoring of Driver and Passenger Control Panel Interactions
IEEE transactions on intelligent transportation systems ; 18 , 2 ; 321-331
2017
Article (Journal)
English
Visual Monitoring of Driver and Passenger Control Panel Interactions
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