TY  - JOUR
T1  - Development and Research of Methods and Algorithms for Intelligent
Systems for Complex Structured Images Classification
AU - Tomakova, R.A. AU - Filist, S.A. AU - Pykhtin, A.I. 
JO  - Journal of Engineering and Applied Sciences
VL  - 12
IS  - 22
SP  - 6039
EP  - 6041
PY  - 2017
DA  - 2001/08/19
SN  - 1816-949x
DO  - jeasci.2017.6039.6041
UR  - https://makhillpublications.co/view-article.php?doi=jeasci.2017.6039.6041
KW  - Classification of images
KW  -hybrid methods of processing image classification
KW  -classifier learning
KW  -navigational
KW  - quality
KW  -classification
AB  - Intelligent classification system for complex structured images designed to highlight the image of a
given segment class. It belongs to the training systems of classification. The development urgency of complex
structured image classification in intelligent systems occurs in the processing of images from cameras UAV
used for navigational purposes in the absence of an artificial earth satellite or the analysis of images in real time
by the operator. In this case, there are high demands not only for the quality classification of objects in images,
but also to speed identification and classification of the investigated image segments. The contradiction
between the effectiveness (classification accuracy) and computing resources offered solved by a distributed
computing system (network). The method is built on the idea of hybrid trekking to data processing and
aggregation of “weak” classification algorithms in the “strong” algorithms.
ER  -