Факультет електроніки та інформаційних технологій (ЕлІТ)
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Item Feature learning for information-extreme classifier(Sumy State University, 2017) Москаленко, В`ячеслав Васильович; Москаленко, Вячеслав Васильевич; Moskalenko, Viacheslav Vasylovych; Moskalenko, А.; Korobov, A.The feature learning algorithm for information-extreme classifier by clustering of Fast Retina Keypoint binary descriptor, calculated for local features, and usage of spatial pyramid kernel for increasing noise immunity and informativeness of feature representation are considered. Proposed a method of parameters optimization for feature extractor and decision rules based on multi-level coarse features coding using information criterion and population-based search algorithm.Item Information-Extreme Algorithm of Learning for System Identification of Objects on the Terrain(Sumy State University, 2016) Москаленко, В`ячеслав Васильович; Москаленко, Вячеслав Васильевич; Moskalenko, Viacheslav Vasylovych; Korobov, A.G; Prihodchenko, R.S.The method of optimization of the input mathematical description of the information-extreme classifier objects of interest for air reconnaissance is considered.