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Unstructured road detection using co-learning
非结构化道路区域检测的协同学习方法

Keywords: co-learning,road detection,support vector machine
协同学习
,道路检测,支持向量机

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Abstract:

Unstructured road region detection forms a main problem of environment sensing for intelligent vehicle.In this paper,two learers are proposed to solve this problem.One is a support vector machine(SVM) classifier which utilizes multi-orientation Gabor texture histogram,and the other is a color histogram back-projection model.Both learners are combined in a co-learning framework.In practical running,the two learners can provide labeled samples for each other.This approach can improve the online learning capab...

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