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Improved Faster R-CNN Traffic Sign Detection Based on a Second Region of Interest and Highly Possible Regions Proposal Network

Traffic sign detection systems provide important road control information for unmanned driving systems or auxiliary driving. In this paper, the Faster region with a convolutional neural network (R-CNN) for traffic sign detection in real traffic situations has been systematically improved. First, a f...

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Vydáno v:Sensors (Basel)
Hlavní autoři: Shao, Faming, Wang, Xinqing, Meng, Fanjie, Zhu, Jingwei, Wang, Dong, Dai, Juying
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6567367/
https://ncbi.nlm.nih.gov/pubmed/31108980
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19102288
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