Traffic signs detection and recognition systems by light-weight multi-stage network

Traffic sign detection and recognition (TSDR) plays an important role in the fields for assistant driving, autonomous vehicle and so on. However, due to the complexity of real driving scene and variety of traffic signs, many challenging problems occurred, such as inaccurate color segmentation and ti...

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Bibliographic Details
Published in:	Multimedia tools and applications Vol. 81; no. 12; pp. 16155 - 16169
Main Authors:	Hou, Mingzheng, Zhang, Xin, Chen, Yang, Dong, Penglin, Feng, Ziliang
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.05.2022 Springer Nature B.V
Subjects:	Algorithms Classification Color Computer Communication Networks Computer Science Data Structures and Information Theory Machine learning Multimedia Information Systems Recognition Segmentation Special Purpose and Application-Based Systems Support vector machines Traffic congestion Traffic signs Deep learning Traffic signs recognition Advanced Driver Assistance System (ADAS) Traffic signs tracking
ISSN:	1380-7501, 1573-7721
Online Access:	Get full text
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