Abstract: Highlights•A new quantitative blind area risks assessment method called Uncertainty Shadow Safety for safe driving assist.•A novel physical modeling approach for blind spot detection during vehicle operation.•A comprehensive lightweight blind spot risk quantification approach based on the dynamic and static attributes.•Examined a method of using entropy to solve uncertainty risk problems.
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