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A special and simple method is proposed to improve people counting by adopting low-leveled feature extraction and pattern predicting techniques. Firstly, we use a morphological background modeling and a Gaussian masking method to distinguish moving targets more effectively from video frames. Then, we proposed a Histogram of Oriented Gradient (HOG) feature extraction to catch more meaningful characteristics...
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