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Improving photoacoustic imaging in low signal-to-noise ratio by using spatial and polarity coherence

To suppress the noise and sidelobe of photoacoustic images, a method is proposed combined with spatial coherence and polarity coherence. In this method, PA signals are delayed, multiplied, then performed polarity coherence, and finally summed. The polarity of delayed-and-multiplied signals rather th...

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Autores principales: Mao, Qiuqin, Zhao, Weiwei, Qian, Xiaoqin, Tao, Chao, Liu, Xiaojun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9709228/
https://www.ncbi.nlm.nih.gov/pubmed/36466730
http://dx.doi.org/10.1016/j.pacs.2022.100427
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author Mao, Qiuqin
Zhao, Weiwei
Qian, Xiaoqin
Tao, Chao
Liu, Xiaojun
author_facet Mao, Qiuqin
Zhao, Weiwei
Qian, Xiaoqin
Tao, Chao
Liu, Xiaojun
author_sort Mao, Qiuqin
collection PubMed
description To suppress the noise and sidelobe of photoacoustic images, a method is proposed combined with spatial coherence and polarity coherence. In this method, PA signals are delayed, multiplied, then performed polarity coherence, and finally summed. The polarity of delayed-and-multiplied signals rather than the amplitude is considered in polarity coherence operation. The polarity coherence factor is calculated based on the standard deviation of the polarity. Then, the factor as weights is applied to the coherent sum output after spatial autocorrelation to finally obtain the image. The simulated and experimental results prove that the noise level can be effectively suppressed due to its relatively low polarity coherence factor. Compared with the delay-and-sum method, the quantitative results in simulations show that the image contrast and full-width at half-maximum of the proposed method increase by about 227.0 % and 56.5 % when the signal-to-noise ratio of the raw signal is 0 dB, respectively. Besides achieving a better image contrast, this method obtains improvements in sidelobe attenuation and has a narrow main lobe.
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spelling pubmed-97092282022-12-01 Improving photoacoustic imaging in low signal-to-noise ratio by using spatial and polarity coherence Mao, Qiuqin Zhao, Weiwei Qian, Xiaoqin Tao, Chao Liu, Xiaojun Photoacoustics Editorial To suppress the noise and sidelobe of photoacoustic images, a method is proposed combined with spatial coherence and polarity coherence. In this method, PA signals are delayed, multiplied, then performed polarity coherence, and finally summed. The polarity of delayed-and-multiplied signals rather than the amplitude is considered in polarity coherence operation. The polarity coherence factor is calculated based on the standard deviation of the polarity. Then, the factor as weights is applied to the coherent sum output after spatial autocorrelation to finally obtain the image. The simulated and experimental results prove that the noise level can be effectively suppressed due to its relatively low polarity coherence factor. Compared with the delay-and-sum method, the quantitative results in simulations show that the image contrast and full-width at half-maximum of the proposed method increase by about 227.0 % and 56.5 % when the signal-to-noise ratio of the raw signal is 0 dB, respectively. Besides achieving a better image contrast, this method obtains improvements in sidelobe attenuation and has a narrow main lobe. Elsevier 2022-11-23 /pmc/articles/PMC9709228/ /pubmed/36466730 http://dx.doi.org/10.1016/j.pacs.2022.100427 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Editorial
Mao, Qiuqin
Zhao, Weiwei
Qian, Xiaoqin
Tao, Chao
Liu, Xiaojun
Improving photoacoustic imaging in low signal-to-noise ratio by using spatial and polarity coherence
title Improving photoacoustic imaging in low signal-to-noise ratio by using spatial and polarity coherence
title_full Improving photoacoustic imaging in low signal-to-noise ratio by using spatial and polarity coherence
title_fullStr Improving photoacoustic imaging in low signal-to-noise ratio by using spatial and polarity coherence
title_full_unstemmed Improving photoacoustic imaging in low signal-to-noise ratio by using spatial and polarity coherence
title_short Improving photoacoustic imaging in low signal-to-noise ratio by using spatial and polarity coherence
title_sort improving photoacoustic imaging in low signal-to-noise ratio by using spatial and polarity coherence
topic Editorial
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9709228/
https://www.ncbi.nlm.nih.gov/pubmed/36466730
http://dx.doi.org/10.1016/j.pacs.2022.100427
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