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We propose an improved pedestrian detection framework based on Viola's Adaboost cascade framework, and its improvements focus on the three aspects: First we use edgelet features in addition to the haar-like features to capture more information about the pedestrian contours. Second we design a fast algorithm to combine the multiple-part detectors. Third we introduce the concept of "interfering...
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