l波段微波层析成像实验方法及CS法图像重建

A. Munir, S. Muliyani, Dian Kurnia Imanda, Ricky Willyantho, Sofia Sa’idah, Edwar
{"title":"l波段微波层析成像实验方法及CS法图像重建","authors":"A. Munir, S. Muliyani, Dian Kurnia Imanda, Ricky Willyantho, Sofia Sa’idah, Edwar","doi":"10.1109/COMNETSAT53002.2021.9530769","DOIUrl":null,"url":null,"abstract":"Tomography is a technique for observing internal parts of an object through microwave radiation emitted from various angles. This paper contributes to image reconstruction through an experimentally microwave tomography approach with a compressive sensing (CS) method at L-band frequency. The method is chosen due to its efficiency in image reconstruction and the ability to reconstruct an image with a limited input. The process is carried out by taking cross-sectional images of tree trunks resulting from the reconstruction of measured data with different pixel size. The results indicate that the CS method yields the image reconstruction with good quality. The peak signal noise to ratio (PSNR) value at 36 × 36 pixel resolution is about 57.423 dB.","PeriodicalId":148136,"journal":{"name":"2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Experimental Approach of L-Band Microwave Tomography and Its Image Reconstruction Using CS Method\",\"authors\":\"A. Munir, S. Muliyani, Dian Kurnia Imanda, Ricky Willyantho, Sofia Sa’idah, Edwar\",\"doi\":\"10.1109/COMNETSAT53002.2021.9530769\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Tomography is a technique for observing internal parts of an object through microwave radiation emitted from various angles. This paper contributes to image reconstruction through an experimentally microwave tomography approach with a compressive sensing (CS) method at L-band frequency. The method is chosen due to its efficiency in image reconstruction and the ability to reconstruct an image with a limited input. The process is carried out by taking cross-sectional images of tree trunks resulting from the reconstruction of measured data with different pixel size. The results indicate that the CS method yields the image reconstruction with good quality. The peak signal noise to ratio (PSNR) value at 36 × 36 pixel resolution is about 57.423 dB.\",\"PeriodicalId\":148136,\"journal\":{\"name\":\"2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)\",\"volume\":\"22 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-07-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/COMNETSAT53002.2021.9530769\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/COMNETSAT53002.2021.9530769","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

层析成像是一种通过从不同角度发射的微波辐射来观察物体内部部分的技术。本文通过l波段压缩感知(CS)方法的实验微波层析成像方法进行图像重建。选择该方法是因为它在图像重建方面的效率和在有限输入下重建图像的能力。该过程是通过对不同像素大小的测量数据进行重建而得到的树干截面图像来实现的。结果表明,CS方法能获得较好的图像重建质量。在36 × 36像素分辨率下,峰值信噪比(PSNR)约为57.423 dB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Experimental Approach of L-Band Microwave Tomography and Its Image Reconstruction Using CS Method
Tomography is a technique for observing internal parts of an object through microwave radiation emitted from various angles. This paper contributes to image reconstruction through an experimentally microwave tomography approach with a compressive sensing (CS) method at L-band frequency. The method is chosen due to its efficiency in image reconstruction and the ability to reconstruct an image with a limited input. The process is carried out by taking cross-sectional images of tree trunks resulting from the reconstruction of measured data with different pixel size. The results indicate that the CS method yields the image reconstruction with good quality. The peak signal noise to ratio (PSNR) value at 36 × 36 pixel resolution is about 57.423 dB.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信