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With rapid development of highway transportation and increasing number of vehicles, the incidence rate of road traffic accidents also sets record. Among them, fatigue driving has become the main reason of traffic accidents. In this paper, we utilize OpenCV (Open Source Computer Vision) to implement face detection as well as eyes detection on Android platform and to compare the frequency of eyes closed...
Decision tree and random forest algorithm are introduced to the field of gesture recognition, and the gestures are classified by the fusion information of sEMG and inertial sensor. Experiments show that gesture recognition based on multi fusion information is more accurate than only using surface EMG or inertial signals. Taking the common 12 kinds of gestures as an example, the average recognition...
For solving the problem of less information getting about unknown intrusions in anomaly detection, a model based on hybrid SVM/SOM is proposed. Firstly, C-SVM is used to find out the anomalous connections, and then, a packet filtering scheme is used to remove the known intrusions, which is performed by one-class SVM, after that, the identified unknown intrusions are projected onto the output grid...
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