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This paper proposed a new pedestrian detection method with depth information based on Histogram of Oriented Gradient and Support Vector Machin. According to the principle of perspective, use the different classifier with different scale in different position of the image to reduce the detection time. At the same time, Adding the Hard Examples to negative sample to decrease the false positive rate...
Background estimation is the first step of background suppression in many infrared (IR) target detection algorithms. One sort of these algorithms consider background estimation as a supervised learning problem. On this point of view, it is necessary to search sparse solutions to control the complexity of the learned function to achieve good generalization. On the other hand, the more effective nonlinear...
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