Traffic Accident Detection Using Background Subtraction and CNN Encoder–Transformer Decoder in Video Frames

Traffic Accident Detection Using Background Subtraction and CNN Encoder–Transformer Decoder in Video Frames

Artificial intelligence plays a significant role in traffic-accident detection. Traffic accidents involve a cascade of inadvertent events, making traditional detection approaches challenging. For instance, Convolutional Neural Network (CNN)-based approaches cannot analyze temporal relationships amon...

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Bibliographic Details
Main Authors: Yihang Zhang, Yunsick Sung
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Mathematics
Subjects:
artificial intelligence
deep learning
traffic-accident detection
background subtraction
CNN encoder
Transformer decoder
Online Access:https://www.mdpi.com/2227-7390/11/13/2884

Internet

https://www.mdpi.com/2227-7390/11/13/2884

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