{"title":"被动毫米波成像海洋场景观测的最优偏振","authors":"Yayun Cheng;Huimin Xiong;Bo Qi;Jiaran Qi;Jinghui Qiu","doi":"10.1109/TAP.2024.3507613","DOIUrl":null,"url":null,"abstract":"Passive millimeter-wave (PMMW) imaging is one of the important approaches for remote sensing and target detection in the ocean background. In general, seawater always fluctuates under the influence of factors such as wind, earthquakes, tidal forces, and ship movements. The undulating waves produce many bright or dark spots of brightness temperature (TB). This complex background may increase the difficulty of object detection for observers and postprocessing algorithms. In this article, we comprehensively assess the polarization properties of PMMW imaging for sea scene observation, both theoretically and experimentally. According to the millimeter-wave radiation propagation model, the TB difference characteristics between ship and seawater under various conditions are calculated and analyzed. Based on the simulated and measured experimental data, the polarization TB and the multipolarization parameter images are qualitatively and quantitatively discussed using performance metrics such as statistical histograms, differential signal-to-noise ratio (DSNR), receiver operating characteristic (ROC) curves, and survey scoring. The analysis results show that vertical polarization is usually the optimal polarization observation mode under most conditions. For the long observation distance or very small angle of incidence, different polarization responses might be comparable. In addition, if the system can obtain multipolarization images at the same time, polarization fusion can bring more advantages for target enhancement, detection, and recognition.","PeriodicalId":13102,"journal":{"name":"IEEE Transactions on Antennas and Propagation","volume":"73 1","pages":"554-565"},"PeriodicalIF":4.6000,"publicationDate":"2024-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optimal Polarization of Passive Millimeter-Wave Imaging for Sea Scene Observation\",\"authors\":\"Yayun Cheng;Huimin Xiong;Bo Qi;Jiaran Qi;Jinghui Qiu\",\"doi\":\"10.1109/TAP.2024.3507613\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Passive millimeter-wave (PMMW) imaging is one of the important approaches for remote sensing and target detection in the ocean background. In general, seawater always fluctuates under the influence of factors such as wind, earthquakes, tidal forces, and ship movements. The undulating waves produce many bright or dark spots of brightness temperature (TB). This complex background may increase the difficulty of object detection for observers and postprocessing algorithms. In this article, we comprehensively assess the polarization properties of PMMW imaging for sea scene observation, both theoretically and experimentally. According to the millimeter-wave radiation propagation model, the TB difference characteristics between ship and seawater under various conditions are calculated and analyzed. Based on the simulated and measured experimental data, the polarization TB and the multipolarization parameter images are qualitatively and quantitatively discussed using performance metrics such as statistical histograms, differential signal-to-noise ratio (DSNR), receiver operating characteristic (ROC) curves, and survey scoring. The analysis results show that vertical polarization is usually the optimal polarization observation mode under most conditions. For the long observation distance or very small angle of incidence, different polarization responses might be comparable. In addition, if the system can obtain multipolarization images at the same time, polarization fusion can bring more advantages for target enhancement, detection, and recognition.\",\"PeriodicalId\":13102,\"journal\":{\"name\":\"IEEE Transactions on Antennas and Propagation\",\"volume\":\"73 1\",\"pages\":\"554-565\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2024-12-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Antennas and Propagation\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10780957/\",\"RegionNum\":1,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Antennas and Propagation","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10780957/","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Optimal Polarization of Passive Millimeter-Wave Imaging for Sea Scene Observation
Passive millimeter-wave (PMMW) imaging is one of the important approaches for remote sensing and target detection in the ocean background. In general, seawater always fluctuates under the influence of factors such as wind, earthquakes, tidal forces, and ship movements. The undulating waves produce many bright or dark spots of brightness temperature (TB). This complex background may increase the difficulty of object detection for observers and postprocessing algorithms. In this article, we comprehensively assess the polarization properties of PMMW imaging for sea scene observation, both theoretically and experimentally. According to the millimeter-wave radiation propagation model, the TB difference characteristics between ship and seawater under various conditions are calculated and analyzed. Based on the simulated and measured experimental data, the polarization TB and the multipolarization parameter images are qualitatively and quantitatively discussed using performance metrics such as statistical histograms, differential signal-to-noise ratio (DSNR), receiver operating characteristic (ROC) curves, and survey scoring. The analysis results show that vertical polarization is usually the optimal polarization observation mode under most conditions. For the long observation distance or very small angle of incidence, different polarization responses might be comparable. In addition, if the system can obtain multipolarization images at the same time, polarization fusion can bring more advantages for target enhancement, detection, and recognition.
期刊介绍:
IEEE Transactions on Antennas and Propagation includes theoretical and experimental advances in antennas, including design and development, and in the propagation of electromagnetic waves, including scattering, diffraction, and interaction with continuous media; and applications pertaining to antennas and propagation, such as remote sensing, applied optics, and millimeter and submillimeter wave techniques