Increasing the probability of recognizing a target using a two-dimensional image from the sensor of the visible range of the onboard complex of information support for search and rescue operations in the Arctic
The article addresses the task of improving target recognition in onboard information support system for search and rescue operations in the Arctic region. One of the tasks performed by the complex is recognition of objects in twodimensional camera images, which suffer from the loss of the image bri...
Published in: | Radio industry (Russia) |
---|---|
Main Authors: | , , , , , |
Format: | Article in Journal/Newspaper |
Language: | English Russian |
Published: |
CRI «Electronics»
2020
|
Subjects: | |
Online Access: | https://doi.org/10.21778/2413-9599-2020-30-3-21-27 https://doaj.org/article/463bea0e969347c1b26f702670e500e2 |
id |
ftdoajarticles:oai:doaj.org/article:463bea0e969347c1b26f702670e500e2 |
---|---|
record_format |
openpolar |
spelling |
ftdoajarticles:oai:doaj.org/article:463bea0e969347c1b26f702670e500e2 2023-05-15T14:57:54+02:00 Increasing the probability of recognizing a target using a two-dimensional image from the sensor of the visible range of the onboard complex of information support for search and rescue operations in the Arctic A. S. Zhdanov S. A. Matveev Yu. V. Petrov S. A. Rudyka S. Yu. Strakhov T. M. Sukhov 2020-09-01T00:00:00Z https://doi.org/10.21778/2413-9599-2020-30-3-21-27 https://doaj.org/article/463bea0e969347c1b26f702670e500e2 EN RU eng rus CRI «Electronics» https://www.radioprom.org/jour/article/view/768 https://doaj.org/toc/2413-9599 https://doaj.org/toc/2541-870X 2413-9599 2541-870X doi:10.21778/2413-9599-2020-30-3-21-27 https://doaj.org/article/463bea0e969347c1b26f702670e500e2 Радиопромышленность, Vol 30, Iss 3, Pp 21-27 (2020) target recognition probability cascade classifier constant luminance principle constant color luminance principle Electronics TK7800-8360 article 2020 ftdoajarticles https://doi.org/10.21778/2413-9599-2020-30-3-21-27 2022-12-31T10:58:06Z The article addresses the task of improving target recognition in onboard information support system for search and rescue operations in the Arctic region. One of the tasks performed by the complex is recognition of objects in twodimensional camera images, which suffer from the loss of the image brightness, being formed by constant brightness principle, with its direct impact on the probability of target recognition. To preserve the brightness of the image, the authors propose to process the primary signals of the camera according to the principle of constant color brightness. The proposed processing can increase the probability of correct target recognition. The paper analyzes the principles of encoding the primary signals of the television camera. For the object recognition problem, the cascades were trained based on the cascade classifier using the principles of constant brightness and constant color brightness. The output of the trained cascades has confirmed that the processing of the primary signals of a television camera based on the principle of constant brightness improves target recognition and therefore will increase the object recognition performance of the complex under development. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Radio industry (Russia) 30 3 21 27 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English Russian |
topic |
target recognition probability cascade classifier constant luminance principle constant color luminance principle Electronics TK7800-8360 |
spellingShingle |
target recognition probability cascade classifier constant luminance principle constant color luminance principle Electronics TK7800-8360 A. S. Zhdanov S. A. Matveev Yu. V. Petrov S. A. Rudyka S. Yu. Strakhov T. M. Sukhov Increasing the probability of recognizing a target using a two-dimensional image from the sensor of the visible range of the onboard complex of information support for search and rescue operations in the Arctic |
topic_facet |
target recognition probability cascade classifier constant luminance principle constant color luminance principle Electronics TK7800-8360 |
description |
The article addresses the task of improving target recognition in onboard information support system for search and rescue operations in the Arctic region. One of the tasks performed by the complex is recognition of objects in twodimensional camera images, which suffer from the loss of the image brightness, being formed by constant brightness principle, with its direct impact on the probability of target recognition. To preserve the brightness of the image, the authors propose to process the primary signals of the camera according to the principle of constant color brightness. The proposed processing can increase the probability of correct target recognition. The paper analyzes the principles of encoding the primary signals of the television camera. For the object recognition problem, the cascades were trained based on the cascade classifier using the principles of constant brightness and constant color brightness. The output of the trained cascades has confirmed that the processing of the primary signals of a television camera based on the principle of constant brightness improves target recognition and therefore will increase the object recognition performance of the complex under development. |
format |
Article in Journal/Newspaper |
author |
A. S. Zhdanov S. A. Matveev Yu. V. Petrov S. A. Rudyka S. Yu. Strakhov T. M. Sukhov |
author_facet |
A. S. Zhdanov S. A. Matveev Yu. V. Petrov S. A. Rudyka S. Yu. Strakhov T. M. Sukhov |
author_sort |
A. S. Zhdanov |
title |
Increasing the probability of recognizing a target using a two-dimensional image from the sensor of the visible range of the onboard complex of information support for search and rescue operations in the Arctic |
title_short |
Increasing the probability of recognizing a target using a two-dimensional image from the sensor of the visible range of the onboard complex of information support for search and rescue operations in the Arctic |
title_full |
Increasing the probability of recognizing a target using a two-dimensional image from the sensor of the visible range of the onboard complex of information support for search and rescue operations in the Arctic |
title_fullStr |
Increasing the probability of recognizing a target using a two-dimensional image from the sensor of the visible range of the onboard complex of information support for search and rescue operations in the Arctic |
title_full_unstemmed |
Increasing the probability of recognizing a target using a two-dimensional image from the sensor of the visible range of the onboard complex of information support for search and rescue operations in the Arctic |
title_sort |
increasing the probability of recognizing a target using a two-dimensional image from the sensor of the visible range of the onboard complex of information support for search and rescue operations in the arctic |
publisher |
CRI «Electronics» |
publishDate |
2020 |
url |
https://doi.org/10.21778/2413-9599-2020-30-3-21-27 https://doaj.org/article/463bea0e969347c1b26f702670e500e2 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic |
genre_facet |
Arctic |
op_source |
Радиопромышленность, Vol 30, Iss 3, Pp 21-27 (2020) |
op_relation |
https://www.radioprom.org/jour/article/view/768 https://doaj.org/toc/2413-9599 https://doaj.org/toc/2541-870X 2413-9599 2541-870X doi:10.21778/2413-9599-2020-30-3-21-27 https://doaj.org/article/463bea0e969347c1b26f702670e500e2 |
op_doi |
https://doi.org/10.21778/2413-9599-2020-30-3-21-27 |
container_title |
Radio industry (Russia) |
container_volume |
30 |
container_issue |
3 |
container_start_page |
21 |
op_container_end_page |
27 |
_version_ |
1766330003006423040 |