Yawning detection for Driver Drowsiness measurement using SVM-FA algorithm

This research topic is related to "Optimization Algorithms, Image Processing, SVM Classifier". Mtech and PhD Research Scholars can have an idea from this video, that which recent technologies are available for their thesis or dissertations.

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This research topic based on awning detection for Driver Drowsiness.The increasing number of traffic accidents is principally caused by fatigue. In fact, the fatigue presents a real danger on road since it reduces driver capacity to react and analyze information. In this work we proposed an efficient and nonintrusive system for monitoring driver fatigue using yawning extraction. SVM is used to train the mouth and yawning images and Firefly is used to optimize SVM parameter for increase system efficiency. During the fatigue detection mouth is detected from face images using cascade of classifiers. Then, SVM is used to classify the mouth and to detect yawning then alert Fatigue
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