About this document
Driver Drowsiness Detection Review by jash shah is a document available to read on EtoBox.
The paper reviews state-of-the-art techniques for detecting driver drowsiness, highlighting the increase in road accidents due to this issue. It categorizes detection measures into Physiological, Vehicle-based, and Behavioral, focusing on machine learning techniques like CNNs for non-invasive classification. A meta-analysis of 25 studies indicates that CNNs outperform SVMs and HMMs, but emphasizes the need for standardized datasets for effective comparison.
- Author
- jash shah
- Language
- EN