AN ITERATIVE ALGORITHM OF OBJECT DETECTION IN VIDEO SEQUENCE BASED ON HISTOGRAM SPATIAL MEASURES
A fast iterative algorithm of object detection in video sequence is proposed. It is based on local histogram properties and SPSO adaptation to image singularities. The parameters of algorithm are defined in terms of detection efficiency and computational complexity.
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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/155 |
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| _version_ | 1849772738008317952 |
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| author | I. A. Baryskievic |
| author_facet | I. A. Baryskievic |
| author_sort | I. A. Baryskievic |
| collection | DOAJ |
| description | A fast iterative algorithm of object detection in video sequence is proposed. It is based on local histogram properties and SPSO adaptation to image singularities. The parameters of algorithm are defined in terms of detection efficiency and computational complexity. |
| format | Article |
| id | doaj-art-3bed363c81c0400a8331c19ed1f201a3 |
| institution | DOAJ |
| issn | 1729-7648 |
| language | Russian |
| 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-3bed363c81c0400a8331c19ed1f201a32025-08-20T03:02:15ZrusEducational institution «Belarusian State University of Informatics and Radioelectronics»Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki1729-76482019-06-01023844154AN ITERATIVE ALGORITHM OF OBJECT DETECTION IN VIDEO SEQUENCE BASED ON HISTOGRAM SPATIAL MEASURESI. A. Baryskievic0Белорусский государственный университет информатики и радиоэлектроникиA fast iterative algorithm of object detection in video sequence is proposed. It is based on local histogram properties and SPSO adaptation to image singularities. The parameters of algorithm are defined in terms of detection efficiency and computational complexity.https://doklady.bsuir.by/jour/article/view/155видеопоследовательностьглобальная оптимизациягистограммные метрикиобнаружение объектов |
| spellingShingle | I. A. Baryskievic AN ITERATIVE ALGORITHM OF OBJECT DETECTION IN VIDEO SEQUENCE BASED ON HISTOGRAM SPATIAL MEASURES Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki видеопоследовательность глобальная оптимизация гистограммные метрики обнаружение объектов |
| title | AN ITERATIVE ALGORITHM OF OBJECT DETECTION IN VIDEO SEQUENCE BASED ON HISTOGRAM SPATIAL MEASURES |
| title_full | AN ITERATIVE ALGORITHM OF OBJECT DETECTION IN VIDEO SEQUENCE BASED ON HISTOGRAM SPATIAL MEASURES |
| title_fullStr | AN ITERATIVE ALGORITHM OF OBJECT DETECTION IN VIDEO SEQUENCE BASED ON HISTOGRAM SPATIAL MEASURES |
| title_full_unstemmed | AN ITERATIVE ALGORITHM OF OBJECT DETECTION IN VIDEO SEQUENCE BASED ON HISTOGRAM SPATIAL MEASURES |
| title_short | AN ITERATIVE ALGORITHM OF OBJECT DETECTION IN VIDEO SEQUENCE BASED ON HISTOGRAM SPATIAL MEASURES |
| title_sort | iterative algorithm of object detection in video sequence based on histogram spatial measures |
| topic | видеопоследовательность глобальная оптимизация гистограммные метрики обнаружение объектов |
| url | https://doklady.bsuir.by/jour/article/view/155 |
| work_keys_str_mv | AT iabaryskievic aniterativealgorithmofobjectdetectioninvideosequencebasedonhistogramspatialmeasures AT iabaryskievic iterativealgorithmofobjectdetectioninvideosequencebasedonhistogramspatialmeasures |