The technology of «computer vision» in the question of visual identification of a person
Электронный архив РГППУ
Информация об архиве | Просмотр оригинала| Поле | Значение | |
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The technology of «computer vision» in the question of visual identification of a person
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| Автор |
Kuznetsov, R. A.
Ushakov, M. A. Maschenko, M. V. Volkova, E. A. |
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| Тематика |
APPLICATION SOFTWARE
COMPUTER VISION DATA ANALYSIS IDENTIFICATION VISUALIZATION APPLICATION PROGRAMS ARTIFICIAL INTELLIGENCE C++ (PROGRAMMING LANGUAGE) COMPUTER PROGRAMMING DATA REDUCTION DATA VISUALIZATION DIGITAL STORAGE FLOW VISUALIZATION IDENTIFICATION (CONTROL SYSTEMS) IMAGE PROCESSING LEARNING ALGORITHMS LEARNING SYSTEMS APPLICATION SYSTEMS CLASS DIAGRAMS CLASS HIERARCHIES FACIAL IMAGES SYSTEM OPERATION TRAINING SAMPLE VECTOR MODELS VISUAL IDENTIFICATION COMPUTER VISION |
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| Описание |
Describes the results of work in the field of visual identification of the user using the application system. The detailed description of the structure of the system, its interface and painted the algorithm of the system, providing visual identification of the human face. In the basis of the presented algorithm in system identification LBPH, which is currently the most advanced in the field of two-dimensional identification of a facial image. Presented designed the class diagram of the system developed. Described algorithms of the system operation in the storage mode of the object and in the identification mode. Based on the developed class hierarchy and algorithms of the system was written in code in the programming language C ++. As a result, presented an application that creates a collection of training samples from a set of visual images of the object being initialized, and also produces the training of the machine learning algorithm and performs the visual identification of a person based on the vector model obtained by machine learning.
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| Дата |
2019-07-17T10:00:03Z
2019-07-17T10:00:03Z 2017 |
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| Тип |
Article
Journal article (info:eu-repo/semantics/article) Published version (info:eu-repo/semantics/publishedVersion) |
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| Идентификатор |
2079-3537
https://www.scopus.com/record/display.uri?origin=resultslist&eid=2-s2.0-85018781790 https://elar.rsvpu.ru/handle/123456789/28013 85018781790 2-s2.0-85018781790 Nizhny Tagil Socio-pedagogical Institute of Federal State Autonomous Educational Institution, Russian State Vocational Pedagogical University, Nizhny Tagil, Russian Federation Scopus Kuznetsov, R.A., Nizhny Tagil Socio-pedagogical Institute of Federal State Autonomous Educational Institution, Russian State Vocational Pedagogical University, Nizhny Tagil, Russian Federation Ushakov, M.A., Nizhny Tagil Socio-pedagogical Institute of Federal State Autonomous Educational Institution, Russian State Vocational Pedagogical University, Nizhny Tagil, Russian Federation Maschenko, M.V., Nizhny Tagil Socio-pedagogical Institute of Federal State Autonomous Educational Institution, Russian State Vocational Pedagogical University, Nizhny Tagil, Russian Federation Volkova, E.A., Nizhny Tagil Socio-pedagogical Institute of Federal State Autonomous Educational Institution, Russian State Vocational Pedagogical University, Nizhny Tagil, Russian Federation |
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| Язык |
en
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| Права |
Restricted accedd (info:eu-repo/semantics/restrictedAccess)
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| Формат |
text/html
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| Охват |
RSVPU
SCOPUS |
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| Издатель |
National Research Nuclear University
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| Источник |
Scientific Visualization
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Other
Parents and Families Researchers School Support Staff Students Teachers |
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