Title :
A cascade detector approach applied to vehicle occupant monitoring with an omni-directional camera
Author :
Wender, Stefan ; Loehlein, Otto
Author_Institution :
Res. & Technol., DaimlerChrysler, Ulm, Germany
Abstract :
Recently Viola et al. have described a fast and robust face detection system using Haar-Wavelet-like features, AdaBoost and a classifier cascade. This paper deals with some handicaps of AdaBoost and proposes some modifications to Viola´s system. We then introduce a system for vehicle seat occupancy monitoring using an optical sensor.
Keywords :
cameras; face recognition; image classification; monitoring; optical sensors; vehicles; AdaBoost; Haar-Wavelet like features; Viola system; cascade detector; classifier cascade; face detection system; omni directional camera; optical sensor; vehicle seat occupancy monitoring; Cameras; Detectors; Face detection; Head; Monitoring; Object detection; Optical filters; Optical sensors; Vehicle detection; Vehicles;
Conference_Titel :
Intelligent Vehicles Symposium, 2004 IEEE
Print_ISBN :
0-7803-8310-9
DOI :
10.1109/IVS.2004.1336407
