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Improving localization in digital maps with grid maps | IEEE Conference Publication | IEEE Xplore

Improving localization in digital maps with grid maps


Abstract:

This paper presents a self-localization concept for road vehicles using only a mono camera as sensor. It employs a particle filter to estimate the global position based o...Show More

Abstract:

This paper presents a self-localization concept for road vehicles using only a mono camera as sensor. It employs a particle filter to estimate the global position based on a digital map of lane markings. A grid map is used to smoothen the lane marking detections. This approach is compared to an approach that does not rely on a grid map as an intermediate stage. Results obtained on real world data show improvements of the localization accuracy when a grid map is employed. Furthermore, a method to create digital maps of lane markings is presented.
Date of Conference: 06-09 October 2013
Date Added to IEEE Xplore: 30 January 2014
Electronic ISBN:978-1-4799-2914-6

ISSN Information:

Conference Location: The Hague, Netherlands

References

References is not available for this document.