Automated Road-Marking Segmentation via a Multiscale Attention-Based Dilated Convolutional Neural Network Using the Road Marking Dataset

Automated Road-Marking Segmentation via a Multiscale Attention-Based Dilated Convolutional Neural Network Using the Road Marking Dataset

Road markings, including road lanes and symbolic road markings, can convey abundant guidance information to autonomous driving cars. However, recent works have paid less attention to the recognition of symbolic road markings compared with road lanes. In this study, a road-marking-segmentation datase...

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Bibliographic Details
Main Authors: Junjie Wu, Wen Liu, Yoshihisa Maruyama
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Remote Sensing
Subjects:
road-marking segmentation
multiscale attention
dilated convolution
deep learning
Online Access:https://www.mdpi.com/2072-4292/14/18/4508

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