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To propose evaluation methodology of proficiency of human actions, we have analyzed soccer inside-kick as the basic stage of research. We analyzed the differences between beginners and experts with appearance-based approach using Dense Trajectories (DT) and clarified valid features in DT to discriminate beginners from experts appropriately. After extraction of features using DT, Principal Component...
We investigated effective features for human detection. The histogram of oriented gradients (HOG), which was proposed by N. Dalal, is an important representation that accumulates the edge-magnitude into a quantized histogram. Effective features similar to the HOG have been proposed. We question what the most effective feature is. We thus evaluate several features on three datasets of pedestrians,...
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