A cascade detector approach applied to vehicle occupant monitoring with an omni-directional camera

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.