Improvement of the use of computer vision through the introduction of neural networks with clustering

Autor:	Karen Avetisyan, A. Salgiriev, V. Gaziev, Zh L. Gavrilova, K. Zhigalov
Rok vydání:	2020
Předmět:	History Artificial neural network Computer science business.industry ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Artificial intelligence Cluster analysis business Computer Science Applications Education
Zdroj:	Journal of Physics: Conference Series. 1582:012006
ISSN:	1742-6596 1742-6588
Popis:	The article touches upon the issues of the application of clustering technique and computer vision in order to identify additional parameters in image analysis. In addition to simple recognition of objects, it is possible to determine the specific components of the object of observation, for example, in humans it is: arms, hands and feet. Image clustering gives room for creating algorithms for the recognition of the actions of people. For example, if there is a fight between two people on the street, then using the obtained images from a video camera, it will be possible to inform the police that a fight is at a particular address or to identify potentially dangerous actions as well as an aggressor in an automated mode.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::cac8dab14e626cb5e901c39545fde7be https://doi.org/10.1088/1742-6596/1582/1/012006 Zobrazit plný text záznamu