Title :
Driver Body-Height Prediction for an Ergonomically Optimized Ingress Using a Single Omnidirectional Camera
Author :
Scharfenberger, Christian ; Chakraborty, Samarjit ; Farber, Georg
Author_Institution :
Inst. for Real-Time Comput. Syst., Tech. Univ. Munich, Munich, Germany
Abstract :
Maximizing passengers comfort is an important research topic in the domain of automotive systems engineering. In particular, an automatic adjustment of seat position according to driver height significantly increases the level of comfort during ingress. In this paper, we present a new method to estimate the height of approaching car drivers based on a single omni directional camera integrated with the side-view mirror of a car. Towards this, we propose mathematical descriptions of standard parking scenarios, allowing for an accurate height estimation. First, approaching drivers are extracted from image frames captured by the camera. Second, the scenario and height are initially estimated based on gathered samples of angles to head and foot-points of an approaching driver. An iterative optimization process removes outliers and refines the initially estimated scenario and height. Finally, we present a number of experimental results based on image sequences captured from real-life ingress scenarios.
Keywords :
automotive engineering; ergonomics; feature extraction; height measurement; image sequences; iterative methods; optimisation; prediction theory; approaching driver extraction; automatic seat position adjustment; automotive systems engineering; driver body-height prediction; ergonomically optimized ingress; height estimation; image sequences; iterative optimization process; mathematical description; omnidirectional camera; passengers comfort maximisation; side-view mirror; Cameras; Conferences; Driver circuits; Estimation; Foot; Roads; Vehicles; Body-Height Estimation; Car Driver Extraction; Single Omnidirectional Camera;
Conference_Titel :
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-7542-1
DOI :
10.1109/ICPR.2010.82