Visual Monitoring of Driver and Passenger Control Panel Interactions

Research output: Contribution to journalArticle (Academic Journal)peer-review

4 Citations (Scopus)
306 Downloads (Pure)

Abstract

Advances in vehicular technology have resulted in more controls being incorporated in cabin designs. We present a system to determine which vehicle occupant is interacting with a control on the centre 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 to other approaches on a challenging dataset.
Original languageEnglish
Pages (from-to)321-331
Number of pages11
JournalIEEE Transactions on Intelligent Transportation Systems
Volume18
Issue number2
Early online date8 Jun 2016
DOIs
Publication statusPublished - Feb 2017

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