Drunk driving and drowsiness detection
Citations
15 citations
12 citations
8 citations
Cites methods from "Drunk driving and drowsiness detect..."
..., et al [12] observed the eye movement and face of the driver, the image collected from the camera is analyzed by using Support Vector Machine (SVM) and Logistic Regression Model (LRM)....
[...]
6 citations
3 citations
References
279 citations
"Drunk driving and drowsiness detect..." refers background or methods in this paper
...A similar approach was also taken for the methods used for the detection of driver distraction [1]....
[...]
...studies indicate that 25%–30% of driving accidents are caused due to drowsiness [1]....
[...]
...Recent Technologies that have been examined are explained from [1-2, 4, 6-13]....
[...]
177 citations
"Drunk driving and drowsiness detect..." refers background or methods in this paper
...The proposed scheme used visual features such as Eye Index (EI), Pupil Activity (PA), and HP to extract critical information on non-alertness of the driver [2]....
[...]
...The non-alert state represented that the driver is either drowsy or distracted [2]....
[...]
...Thus, making it convenient for signal acquisition but highly dependent on the type of vehicle, driver experience, and the road conditions [2]....
[...]
...The optical flow finds an estimate of the feature points between two video frames extracted using the good features to track method [2]....
[...]
...Recent Technologies that have been examined are explained from [1-2, 4, 6-13]....
[...]
164 citations
"Drunk driving and drowsiness detect..." refers background in this paper
...A warning alarm was also sounded if driver fatigue was believed to reach a defined threshold [7]....
[...]
...Recent Technologies that have been examined are explained from [1-2, 4, 6-13]....
[...]
93 citations
"Drunk driving and drowsiness detect..." refers background or methods in this paper
...The basic idea in the back-projection theory is to create a similar image giving the similarity of each pixel of the candidate object to be matched (the candidate) with the object of interest (the reference) [4]....
[...]
...Recent Technologies that have been examined are explained from [1-2, 4, 6-13]....
[...]
...Implementation of the Viola–Jones algorithm for face and mouth detections and, use of a back-projection theory for measuring both the rate and the amount of the changes in the mouth, to detect yawning along with the histogram of the grayscale image [4]....
[...]
46 citations
"Drunk driving and drowsiness detect..." refers background in this paper
...Table 1: Total vehicle collusion due to fatigue and inattention (2003-2007) [3]...
[...]
...1: Aspects that can be used to determine the level of drowsiness of a driver [3]...
[...]