Факультет електроніки та інформаційних технологій (ЕлІТ)
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Item Gait recognition on base of representation in spatiotemporal area(Sumy State University, 2017) Бабій, Михайло Семенович; Бабий, Михаил Семенович; Babii, Mykhailo SemenovychNew method of automatic gait recognition from video is proposed. The method works with a sequence of silhouettes derived from the video after background subtraction, decreasing shadows and noise. Two-dimensional silhouette shape is converted into one-dimensional signal presenting distance from center of gravity to outline of this silhouette. A set of signals extracted from a sequence of silhouettes forms a two-dimensional picture. The features extraction is performed using Gabor wavelets. Testing the method on the samples of CASIA gait database showed high recognition accuracy.