Semiparametric constant false alarm rate method for radar and sonar images
Abstract This work proposed a novel constant false alarm rate detection method based on Gaussian mixture model (GMM). The main contribution contains two aspects. First, the Gabor wavelet is used to determine the GMM component number. Second, the expression of probability of false alarm is derived ba...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2024-03-01
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| Series: | Electronics Letters |
| Subjects: | |
| Online Access: | https://doi.org/10.1049/ell2.13146 |
| _version_ | 1797272621064126464 |
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| author | Ke Li Peng Zhang Ziyuan Yang |
| author_facet | Ke Li Peng Zhang Ziyuan Yang |
| author_sort | Ke Li |
| collection | DOAJ |
| description | Abstract This work proposed a novel constant false alarm rate detection method based on Gaussian mixture model (GMM). The main contribution contains two aspects. First, the Gabor wavelet is used to determine the GMM component number. Second, the expression of probability of false alarm is derived based on the GMM parameter. |
| first_indexed | 2024-03-07T14:31:59Z |
| format | Article |
| id | doaj.art-64b093c69fde483d805a54ed963d4504 |
| institution | Directory Open Access Journal |
| issn | 0013-5194 1350-911X |
| language | English |
| last_indexed | 2024-03-07T14:31:59Z |
| publishDate | 2024-03-01 |
| publisher | Wiley |
| record_format | Article |
| series | Electronics Letters |
| spelling | doaj.art-64b093c69fde483d805a54ed963d45042024-03-06T04:11:14ZengWileyElectronics Letters0013-51941350-911X2024-03-01605n/an/a10.1049/ell2.13146Semiparametric constant false alarm rate method for radar and sonar imagesKe Li0Peng Zhang1Ziyuan Yang2School of Electronic Engineering Naval University of Engineering Wuhan ChinaCollege of Meteorology and Oceanography National University of Defense Technology Changsha ChinaSchool of Electronic Engineering Naval University of Engineering Wuhan ChinaAbstract This work proposed a novel constant false alarm rate detection method based on Gaussian mixture model (GMM). The main contribution contains two aspects. First, the Gabor wavelet is used to determine the GMM component number. Second, the expression of probability of false alarm is derived based on the GMM parameter.https://doi.org/10.1049/ell2.13146radarradar detectionsonar and navigationsynthetic aperture radar |
| spellingShingle | Ke Li Peng Zhang Ziyuan Yang Semiparametric constant false alarm rate method for radar and sonar images Electronics Letters radar radar detection sonar and navigation synthetic aperture radar |
| title | Semiparametric constant false alarm rate method for radar and sonar images |
| title_full | Semiparametric constant false alarm rate method for radar and sonar images |
| title_fullStr | Semiparametric constant false alarm rate method for radar and sonar images |
| title_full_unstemmed | Semiparametric constant false alarm rate method for radar and sonar images |
| title_short | Semiparametric constant false alarm rate method for radar and sonar images |
| title_sort | semiparametric constant false alarm rate method for radar and sonar images |
| topic | radar radar detection sonar and navigation synthetic aperture radar |
| url | https://doi.org/10.1049/ell2.13146 |
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