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Xuewen Chen

2 papers indexed

crossrefWorld Electric Vehicle Journal2025-06-11Cited by 2

Research on Multi-Target Detection and Tracking of Intelligent Vehicles in Complex Traffic Environments Based on Deep Learning Theory

Xuewen Chen, Shilong Yan, Chenxi Xia

To address the issues of missed detections and false detections of small target missed detections caused by dense occlusion in complex traffic environments, a non-maximum suppression method, Bot-NMS, is proposed to achieve accurate prediction and localization of occluded targets.…

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crossrefWorld Electric Vehicle Journal2025-04-01

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

Xuewen Chen, Chenxi Xia, Xiaohai Chen

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 empl…

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