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About Modelling Driver Cognitive Behaviours Under Critical Scenes Based On Deep Learning
The document describes a deep learning approach to model driver cognitive behaviors in critical traffic scenes. It proposes three models: a hazard perception model to generate driver gaze maps, a hazard recognition model to classify scenes as hazardous or normal, and a hazard avoidance model to predict evasive maneuvers. The models are trained on large datasets annotated with driver attention, accident timing, and other data. Evaluation shows the models outperform previous approaches at predicting gaze, recognizing hazards, and inferring avoidance behaviors.
Detailed Information
| Author: | ['Deeps'] |
|---|---|
| Publication Year: | 2022 |
| Pages: | 4 |
| Language: | English |
| Format: | |
| Price: | FREE |
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