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With the rapid growth of energy demand, environmental and energy security issues have gain more and more attention recently. Distributed generation (DG), as one of the innovation energy power modes, has been rapidly developing in recent years. Thus, accurate prediction of distributed power load is significant for the balance of power supply and demand. This paper presents an intelligent model with...
Fuzzy relational classifier(FRC) is a recently proposed nonlinear classifier, in which the unsupervised clustering is performed to explore the underlying structure of the data distribution, and to construct the subsequent classifier. Main advantage of FRC is the interpretable results of the classification prediction. However, the unsupervised FCM is highly sensitive to non-spherical data distribution...
For a driver monitoring system, one of the most important problems to solve is face detection rapidly. This paper presents an efficient approach to achieve fast and accurate face detection in gray level videos. Candidates of face at different scales are selected by finding regions based on mask transform (MT). To obtain real one, all the face candidates are then verified by using support vector machines...
For a driver fatigue monitoring system one of the most important problem to solve is eye location. This paper presents an efficient approach to achieve fast and accurate eye location in gray level images. The structure of eye region is used as a robust cue to find possible eye pairs. Candidates of eye pair at different scales are selected by finding regions which roughly match with the binary eye...
In this paper, a fast algorithm of face detection and head pose estimation is proposed to estimate the head pose for driver surveillance real time. Firstly, faces are accurately detected based on mask transform and SVMs classifier. Subsequently, the face of every frame is tracked in the range of little position and scale. Head pose is estimated on the basis of accurate face detection. At last, we...
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