A Fast and Robust Intelligent Headlight Controller for Vehicles

被引：0

作者：

Connell, Jonathan H. ^{[1
]}

Herta, Benjamin W. ^{[1
]}

Pankanti, Sharathchandra ^{[1
]}

Hess, Holger ^{[2
]}

Pliefke, Sebastian ^{[2
]}

机构：

[1] IBM TJ Watson Res, 19 Skyline Dr, Hawthorne, NY USA

[2] Magna Elect GmbH, Sailauf, Germany

来源：

2011 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV) | 2011年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We describe a system that controls whether the headlights of a vehicle are in the highbeam or lowbeam state based on input from a forward looking video camera. The core of the system relies on conventional computer vision techniques, albeit with a sophisticated spot finder front-end. Despite this architecture we are able to use an automated supervised learning technique to tune the system to yield high performance. Using a customer-imposed metric we present both in-car and off-line results from our system along with several competitors, and investigate the system's performance under different weather conditions.

引用

页码：703 / 708

页数：6

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