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Efficient Road-Sign Detection Based on Machine Learning

Title
Efficient Road-Sign Detection Based on Machine Learning
Authors
Ding, Da JunYu, Jong SuJung, Je KyoJin, Sung HoKwon, Soon
DGIST Authors
Ding, Da Jun; Yu, Jong Su; Jung, Je Kyo; Jin, Sung HoKwon, Soon
Issue Date
2015-01
Citation
Bulletin of Networking, Computing, Systems, and Software, 4(1), 15-17
Type
Article
ISSN
2186-5140
Abstract
Road-signs which indicate the following traffic information can provide important assistance for driving safety in driving assistance system (DAS). In order to detect road-signs, we use a machine learning method in this paper. We first generate database using some image processing steps, then we use HOG for feature description. In the road marking identification step, we use SVM for this task. The designed method is applied using various video images from black box, and is verified to be robust and efficient.
URI
http://hdl.handle.net/20.500.11750/13339
citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.668.9737&rep=rep1&type=pdf
Publisher
Science & Engineering Research Support soCiety
Related Researcher
  • Author Kwon, Soon  
  • Research Interests computer vision; deep learning; autonomous driving; parallel processing; vision system on chip
Files:
There are no files associated with this item.
Collection:
Division of Automotive Technology1. Journal Articles


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