Self-learning neural network technologies in the systems of structural recognition of visual objects

• Main Authors: Berestovskii, A. E., Vlasenko, A. N., Gorokhovatskiy, V. A.
• Format: Article
• Language: Ukrainian
• Published: Інститут проблем реєстрації інформації НАН України 2015
• Subjects: computer vision; image recognition; characteristic signs; structural description; characteristic features; self-organizing neural network; компьютерное зрение; структурное распознавание изображении; характерные признаки; самообучение; сеть Кохонена; кластеризация; векторное описание; комп’ютерний зір; структурне розпізнавання зображень; характерні ознаки; самонавчання; мережа Кохонена; кластеризація; векторний опис
• Online Access: http://drsp.ipri.kiev.ua/article/view/100312

The issues of analysis and image recognition in intelligent systems of computer vision were discussed. Based on Kohonen network, there was proposed technology of self-recognition for the system of structural recognition of visual objects. As a result, the transformation of descriptions to the vector...