Overview of the detection and tracking methods of the lab animals
This article presents an overview of several most common techniques and approaches for object detection and tracking. Today, the tracking task is a very common problem and it can appear in many aspects of our life. One particular case of using object tracking techniques can appear during a lab anim...
| Main Authors: | , |
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| Format: | Article |
| Language: | Ukrainian |
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Igor Sikorsky Kyiv Polytechnic Institute
2022-04-01
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| Series: | Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï |
| Subjects: | |
| Online Access: | http://journal.iasa.kpi.ua/article/view/237497 |
| _version_ | 1817980501543092224 |
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| author | Maksym Shvandt Volodymyr Moroz |
| author_facet | Maksym Shvandt Volodymyr Moroz |
| author_sort | Maksym Shvandt |
| collection | DOAJ |
| description |
This article presents an overview of several most common techniques and approaches for object detection and tracking. Today, the tracking task is a very common problem and it can appear in many aspects of our life. One particular case of using object tracking techniques can appear during a lab animal behavior study. Different experimental conditions and the need of certain data collection can require some special tracking techniques. Thus, a set of general approaches to object tracking techniques were considered, and their functionality and possibilities were tested in a real life experiment. In this paper, their basis and main aspects are presented. The experiment has demonstrated the advantages and disadvantages of the studied methods. Considering this, conclusions and recommendations to their usage cases were made.
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| first_indexed | 2024-04-13T22:54:27Z |
| format | Article |
| id | doaj.art-e4de6dd95f234b26b77437153b6d7175 |
| institution | Directory Open Access Journal |
| issn | 1681-6048 2308-8893 |
| language | Ukrainian |
| last_indexed | 2024-04-13T22:54:27Z |
| publishDate | 2022-04-01 |
| publisher | Igor Sikorsky Kyiv Polytechnic Institute |
| record_format | Article |
| series | Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï |
| spelling | doaj.art-e4de6dd95f234b26b77437153b6d71752022-12-22T02:26:05ZukrIgor Sikorsky Kyiv Polytechnic InstituteSistemnì Doslìdženâ ta Informacìjnì Tehnologìï1681-60482308-88932022-04-01110.20535/SRIT.2308-8893.2022.1.10Overview of the detection and tracking methods of the lab animalsMaksym Shvandt0Volodymyr Moroz1Odesa I.I. Mechnikov National University, OdesaOdesa I.I. Mechnikov National University, Odesa This article presents an overview of several most common techniques and approaches for object detection and tracking. Today, the tracking task is a very common problem and it can appear in many aspects of our life. One particular case of using object tracking techniques can appear during a lab animal behavior study. Different experimental conditions and the need of certain data collection can require some special tracking techniques. Thus, a set of general approaches to object tracking techniques were considered, and their functionality and possibilities were tested in a real life experiment. In this paper, their basis and main aspects are presented. The experiment has demonstrated the advantages and disadvantages of the studied methods. Considering this, conclusions and recommendations to their usage cases were made. http://journal.iasa.kpi.ua/article/view/237497object trackingobject detectionalgorithmvideoframeimage |
| spellingShingle | Maksym Shvandt Volodymyr Moroz Overview of the detection and tracking methods of the lab animals Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï object tracking object detection algorithm video frame image |
| title | Overview of the detection and tracking methods of the lab animals |
| title_full | Overview of the detection and tracking methods of the lab animals |
| title_fullStr | Overview of the detection and tracking methods of the lab animals |
| title_full_unstemmed | Overview of the detection and tracking methods of the lab animals |
| title_short | Overview of the detection and tracking methods of the lab animals |
| title_sort | overview of the detection and tracking methods of the lab animals |
| topic | object tracking object detection algorithm video frame image |
| url | http://journal.iasa.kpi.ua/article/view/237497 |
| work_keys_str_mv | AT maksymshvandt overviewofthedetectionandtrackingmethodsofthelabanimals AT volodymyrmoroz overviewofthedetectionandtrackingmethodsofthelabanimals |