Author | Conference | Journal | Organization | Year | DOI
Look for results that meet for the following criteria:
Academic
Publications
Driving Fatigue Detection Using Active Shape Models

Driving Fatigue Detection Using Active Shape Models,10.1007/978-3-642-17277-9_18,Hernán García,Augusto Salazar,Damián Alvarez,Álvaro Orozco

Edit
Driving Fatigue Detection Using Active Shape Models  
BibTex | RIS | RefWorks Download
Driver fatigue is a major cause of traffic accidents. The fatigue detection systems based on computer vision have great potential given its property of non-invasiveness. Major challenges that arise are fast movements of eyes and mouth, changes in pose and lighting variations. In this paper an Active Shape Model is presented for facial features detection of features extracted from the parametric model Candide-3. We describe the characterization methodology from parametric model. Also quantitatively evaluated the accuracy for feature detection and estimation of the parameters associated with fatigue, analyzing its robustness to variations in pose and local variations in the regions of interest. The model used and characterization methodology showed efficient to detect fatigue in 100% of the cases.
Conference: International Symposium on Visual Computing - ISVC , pp. 171-180, 2010
Cumulative Annual
View Publication
The following links allow you to view full publications. These links are maintained by other sources not affiliated with Microsoft Academic Search.
Share this on