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D. I. Samal

Last name
Samal
First name
D. I.
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  • ALGORITHM OF PREPARATION OF THE TRAINING SAMPLE USING 3D-FACE MODELING

    The algorithm of preparation and sampling for training of the multiclass qualifier of support vector machines (SVM) is provided. The described approach based on the modeling of possible changes of the face features of recognized person. Additional features like perspectives of shooting, conditions of lighting, tilt angles were introduced to get improved identification results. These synthetic generated changes have some impact on the classifier learning expanding the range of possible variati...

    Алгоритм подготовки обучающей выборки с использованием 3D-моделирования лиц

    В работе представлен алгоритм подготовки выборки для обучения многоклассового классификатора машин опорных векторов (SVM). Описанный подход основан на моделировании возможных изменений внешности распознаваемого человека, путем введения дополнительных ракурсов съемки, условий освещения, углов наклона изображаемого фотопортрета человека. Полученные изменения искусственным путем непосредственно оказывают влияние на обучение классификатора, расширяя диапазон возможных вариаций исходного изображен...
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