Multilayer perceptron as the primary instrument for image clustering

• Date: 2016
• Main Authors: Gorokhovatskiy, O. V., Peredriy, O. O.
• Format: Article
• Language: Ukrainian
• Published: Інститут проблем реєстрації інформації НАН України 2016
• Subjects: image; multilayer perceptron; sliding window; the region of interest; learning; identity coefficient; clustering
• Online Access: http://drsp.ipri.kiev.ua/article/view/104130
• Journal Title: Data Recording, Storage & Processing

A multilayer perceptron as an instrument of the primary analysis of the image, in particular, its application to search for regions of interest or clusterization is described. Various implementations of training procedures to receive a minimum structure of a net, select size of areas effectively and...