Using object-oriented databases in face recognition
The aim of the work is to develop an algorithm functioning by a face recognition system using object-oriented databases. The system provides automatic identification of the desired object or identifies someone using a digital photo or video frame from a video source. The technology includes comparin...
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| Format: | Article |
| Language: | English |
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Belarusian National Technical University
2020-08-01
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| Series: | Системный анализ и прикладная информатика |
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| Online Access: | https://sapi.bntu.by/jour/article/view/472 |
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| _version_ | 1832557376853508096 |
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| author | X. C. Dong V. I. Ionin |
| author_facet | X. C. Dong V. I. Ionin |
| author_sort | X. C. Dong |
| collection | DOAJ |
| description | The aim of the work is to develop an algorithm functioning by a face recognition system using object-oriented databases. The system provides automatic identification of the desired object or identifies someone using a digital photo or video frame from a video source. The technology includes comparing pre-scanned face elements from the resulting image with prototypes of faces stored in the database. Modern packages of object-oriented databases give the user the opportunity to create a new class with the specified attributes and methods, obtain classes that inherit attributes and methods from super classes, create instances of the class, each of which has a unique object identifier, extract these instances one by one or in groups, and also download and perform these procedures. Using a convolutional neural network in the algorithm allows the transition from specific features of the image to more abstract details. |
| format | Article |
| id | doaj-art-68c5a368e6a94b5faaf65ec8842a5798 |
| institution | Kabale University |
| issn | 2309-4923 2414-0481 |
| language | English |
| publishDate | 2020-08-01 |
| publisher | Belarusian National Technical University |
| record_format | Article |
| series | Системный анализ и прикладная информатика |
| spelling | doaj-art-68c5a368e6a94b5faaf65ec8842a57982025-02-03T05:16:51ZengBelarusian National Technical UniversityСистемный анализ и прикладная информатика2309-49232414-04812020-08-0102546010.21122/2309-4923-2020-2-54-60356Using object-oriented databases in face recognitionX. C. Dong0V. I. Ionin1Belarusian State University of Informatics and RadioelectronicsBelarusian State University of Informatics and RadioelectronicsThe aim of the work is to develop an algorithm functioning by a face recognition system using object-oriented databases. The system provides automatic identification of the desired object or identifies someone using a digital photo or video frame from a video source. The technology includes comparing pre-scanned face elements from the resulting image with prototypes of faces stored in the database. Modern packages of object-oriented databases give the user the opportunity to create a new class with the specified attributes and methods, obtain classes that inherit attributes and methods from super classes, create instances of the class, each of which has a unique object identifier, extract these instances one by one or in groups, and also download and perform these procedures. Using a convolutional neural network in the algorithm allows the transition from specific features of the image to more abstract details.https://sapi.bntu.by/jour/article/view/472face recognitionactive appearance modelsactive form modelsobject-oriented databasecommunication between dataabstract data typesidentifier |
| spellingShingle | X. C. Dong V. I. Ionin Using object-oriented databases in face recognition Системный анализ и прикладная информатика face recognition active appearance models active form models object-oriented database communication between data abstract data types identifier |
| title | Using object-oriented databases in face recognition |
| title_full | Using object-oriented databases in face recognition |
| title_fullStr | Using object-oriented databases in face recognition |
| title_full_unstemmed | Using object-oriented databases in face recognition |
| title_short | Using object-oriented databases in face recognition |
| title_sort | using object oriented databases in face recognition |
| topic | face recognition active appearance models active form models object-oriented database communication between data abstract data types identifier |
| url | https://sapi.bntu.by/jour/article/view/472 |
| work_keys_str_mv | AT xcdong usingobjectorienteddatabasesinfacerecognition AT viionin usingobjectorienteddatabasesinfacerecognition |