An improved drowsiness detection scheme
Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
| Original language | English |
|---|---|
| Title of host publication | IEEE International Symposium on Industrial Electronics |
| Publisher | IEEE |
| Pages | 1082-1085 |
| Volume | 2016-November |
| ISBN (Print) | 9781509008735 |
| Publication status | Published - Jun 2016 |
Publication series
| Name | Proceedings of the IEEE International Symposium on Industrial Electronics |
|---|---|
| Publisher | IEEE |
| ISSN (Print) | 2163-5137 |
Conference
| Title | 25th IEEE International Symposium on Industrial Electronics, ISIE 2016 |
|---|---|
| Place | United States |
| City | Santa Clara |
| Period | 8 - 10 June 2016 |
Link(s)
Abstract
Worldwide, more than 50 million people are injured in each year because of traffic accidents and their expenditure costs 1% to 3% of the world's GDP. Drowsy driver is one of the leading causes of the traffic accidents. To reduce the accidents, drowsy driver detection (DDD) using penalized cross-correlation kernel (KPC) has been developed. The cross-correlation is to measure the similarity of ECG signals and this phenomenon is reflected in the resultant cross-correlation coefficients. The proposed work with KPC is regarded as a more accurate algorithm for driver drowsiness detection.
Research Area(s)
- Kernel, Electrocardiogram, Drowsiness detection, DRIVER DROWSINESS, SENSORS, CLASSIFIER, SIGNALS
Citation Format(s)
An improved drowsiness detection scheme. / Wu, Chung Kit; Tsang, Kim Fung; Chi, Hao Ran et al.
IEEE International Symposium on Industrial Electronics. Vol. 2016-November IEEE, 2016. p. 1082-1085 7745043 (Proceedings of the IEEE International Symposium on Industrial Electronics).
IEEE International Symposium on Industrial Electronics. Vol. 2016-November IEEE, 2016. p. 1082-1085 7745043 (Proceedings of the IEEE International Symposium on Industrial Electronics).
Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
