A high-speed driver behavior detection deep learning system using the amount of change in contrast between frames

Min Woo Yoo,Jihun Kim, Dae Woong Cha, Woo Sung Son,Donggyu Lee,Dong Seog Han

2022 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)(2022)

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摘要
This paper proposes a deep learning system that detects driver behavior for safe driving. A method of detecting the dangerous behavior of an existing driver uses a method of deep learning object detection that detects a class and a location of an object in an image. However, the deep learning object detection algorithm uses many computational resources, so it cannot be used in vehicle embedded env...
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关键词
Deep learning,Computational modeling,Object detection,Detectors,Cameras,Classification algorithms,Detection algorithms
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