Research on Vehicle Lane Change Warning Method Based on Deep Learning Image Processing

Research on Vehicle Lane Change Warning Method Based on Deep Learning Image Processing

In order to improve vehicle driving safety in a low-cost manner, we used a monocular camera to study a lane-changing warning algorithm for highway vehicles based on deep learning image processing technology. We improved the mask region-based convolutional neural network for vehicle target detection....

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Bibliographic Details
Main Authors: Shu, H. (Author), Sun, Z. (Author), Zhang, Q. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
Convolutional neural networks
deep learning
Deep learning
Detection networks
Highway engineering
Highway vehicles
Image enhancement
Images processing
K-means clustering
Lane change
Lane changing
lane-changing detection
Lane-changing detection
Mask R-CNN
Targets detection
vehicle detection
Vehicle targets
vehicles
Vehicles
Vehicles detection
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