一种应用于全向摄像头车辆乘员监控的级联检测方法

IEEE Intelligent Vehicles Symposium, 2004 Pub Date : 2004-06-14 DOI:10.1109/IVS.2004.1336407

S. Wender, O. Loehlein

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引用次数: 15

摘要

最近Viola等人描述了一种使用haar - wavelet -类特征、AdaBoost和分类器级联的快速鲁棒人脸检测系统。本文分析了AdaBoost的一些缺陷，并对Viola的系统提出了一些修改意见。然后，我们介绍了一个使用光学传感器的车辆座位占用监测系统。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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

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.

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IEEE Intelligent Vehicles Symposium, 2004

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