Lane Boundary Detection for Intelligent Vehicles Using Deep Convolutional Neural Network Architecture

To address the limitation of 2D lane detection methods with monocular vision, which fail to capture the three-dimensional position of lane boundaries, this study proposes a convolutional neural network architecture for 3D lane detection. The deep residual network ResNet50 is employed as the feature...

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Bibliographic Details
Main Authors: Xuewen Chen, Chenxi Xia, Xiaohai Chen
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:World Electric Vehicle Journal
Subjects:
Online Access:https://www.mdpi.com/2032-6653/16/4/198
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