Line-CNN: End-to-End Traffic Line Detection With Line Proposal Unit

The task of traffic line detection is a fundamental yet challenging problem. Previous approaches usually conduct traffic line detection via a two-stage way, namely the line segment detection followed by a segment clustering, which is very likely to ignore the global semantic information of an entire...

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Bibliographic Details
Published in:IEEE transactions on intelligent transportation systems 2020-01, Vol.21 (1), p.248-258
Main Authors: Li, Xiang, Li, Jun, Hu, Xiaolin, Yang, Jian
Format: Article
Language:English
Subjects:
Approximation
Benchmark testing
Clustering
convolutional neural network
Detectors
Feature extraction
line proposal unit
Line-CNN
Proposals
Real-time systems
self-driving
Shape
System effectiveness
Task analysis
Traffic line detection
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