REAL-TIME ALGORITHM of OBJECT TRACKING with ERROR HANDLING
Video surveillance applications have to support objects authentic in case of multiple objects tracking. During tracking process errors, caused by different circumstances, such as objects intersections among themselves, intersections with objects on the foreground, objects shape changes are possible....
| Main Authors: | , |
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| Format: | Article |
| Language: | Russian |
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Educational institution «Belarusian State University of Informatics and Radioelectronics»
2019-06-01
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| Series: | Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki |
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| Online Access: | https://doklady.bsuir.by/jour/article/view/219 |
| _version_ | 1826547592896446464 |
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| author | O. P. Solovey N. N. Ivanov |
| author_facet | O. P. Solovey N. N. Ivanov |
| author_sort | O. P. Solovey |
| collection | DOAJ |
| description | Video surveillance applications have to support objects authentic in case of multiple objects tracking. During tracking process errors, caused by different circumstances, such as objects intersections among themselves, intersections with objects on the foreground, objects shape changes are possible. This article describes multiple objects tracking algorithm, based on system of object characteristics. The probabilistic model is based on the Kalman filter. The system is fully automated and does not require any manual input during initialization or execution. |
| first_indexed | 2024-04-10T03:15:20Z |
| format | Article |
| id | doaj.art-52b0ba8082ab4978b91e94542a637f6a |
| institution | Directory Open Access Journal |
| issn | 1729-7648 |
| language | Russian |
| last_indexed | 2025-03-14T05:52:07Z |
| publishDate | 2019-06-01 |
| publisher | Educational institution «Belarusian State University of Informatics and Radioelectronics» |
| record_format | Article |
| series | Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki |
| spelling | doaj.art-52b0ba8082ab4978b91e94542a637f6a2025-03-05T12:43:01ZrusEducational institution «Belarusian State University of Informatics and Radioelectronics»Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki1729-76482019-06-01063135218REAL-TIME ALGORITHM of OBJECT TRACKING with ERROR HANDLINGO. P. Solovey0N. N. Ivanov1Белорусский государственный университет информатики и радиоэлектроникиБелорусский государственный университет информатики и радиоэлектроникиVideo surveillance applications have to support objects authentic in case of multiple objects tracking. During tracking process errors, caused by different circumstances, such as objects intersections among themselves, intersections with objects on the foreground, objects shape changes are possible. This article describes multiple objects tracking algorithm, based on system of object characteristics. The probabilistic model is based on the Kalman filter. The system is fully automated and does not require any manual input during initialization or execution.https://doklady.bsuir.by/jour/article/view/219трекинг множества объектовмодель движенияфильтр калманаокклюзия |
| spellingShingle | O. P. Solovey N. N. Ivanov REAL-TIME ALGORITHM of OBJECT TRACKING with ERROR HANDLING Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki трекинг множества объектов модель движения фильтр калмана окклюзия |
| title | REAL-TIME ALGORITHM of OBJECT TRACKING with ERROR HANDLING |
| title_full | REAL-TIME ALGORITHM of OBJECT TRACKING with ERROR HANDLING |
| title_fullStr | REAL-TIME ALGORITHM of OBJECT TRACKING with ERROR HANDLING |
| title_full_unstemmed | REAL-TIME ALGORITHM of OBJECT TRACKING with ERROR HANDLING |
| title_short | REAL-TIME ALGORITHM of OBJECT TRACKING with ERROR HANDLING |
| title_sort | real time algorithm of object tracking with error handling |
| topic | трекинг множества объектов модель движения фильтр калмана окклюзия |
| url | https://doklady.bsuir.by/jour/article/view/219 |
| work_keys_str_mv | AT opsolovey realtimealgorithmofobjecttrackingwitherrorhandling AT nnivanov realtimealgorithmofobjecttrackingwitherrorhandling |