Single laser-shot super-resolution photoacoustic tomography with fast sparsity-based reconstruction

被引:1
作者
Egolf, David [1 ]
Barber, Quinn [1 ]
Zemp, Roger [1 ]
机构
[1] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB, Canada
基金
加拿大健康研究院; 加拿大自然科学与工程研究理事会;
关键词
Photoacoustic tomography; Super-resolution; Sparsity; Compressive sensing; Accelerated reconstruction; Single acquisition; Random projection; IMAGE-RECONSTRUCTION; COMPUTED-TOMOGRAPHY; DIFFRACTION-LIMIT; MICROSCOPY;
D O I
10.1016/j.pacs.2021.100258
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Recently, t'1-norm based reconstruction approaches have been used with linear array systems to improve photoacoustic resolution and demonstrate undersampled imaging when there is sufficient sparsity in some domain. However, such approaches have yet to beat the half-wavelength resolution limit. In this paper, the ability to beat the half-wavelength diffraction limit is demonstrated using a 5 MHz ring array photoacoustic tomography system and t'1-norm based reconstruction approaches. We used the array system to image wire targets at approximate to 2 - 3cm depth in both intralipid scattering solution and water. The minimum observable separation was estimated as 70 +/- 10 mu m, improving on the half-wavelength resolution limit of 145 mu m. This improvement was demonstrated even when using a random projection transform to reduce data by 99%, enabling substantially faster reconstruction times. This is the first photoacoustic tomography approach capable of beating the half-wavelength resolution limit with a single laser shot.
引用
收藏
页数:7
相关论文
共 41 条
[1]   Accelerated high-resolution photoacoustic tomography via compressed sensing [J].
Arridge, Simon ;
Beard, Paul ;
Betcke, Marta ;
Cox, Ben ;
Huynh, Nam ;
Lucka, Felix ;
Ogunlade, Olumide ;
Zhang, Edward .
PHYSICS IN MEDICINE AND BIOLOGY, 2016, 61 (24) :8908-8940
[2]   Sparse Recovery of Streaming Signals Using l1-Homotopy [J].
Asif, M. Salman ;
Romberg, Justin .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2014, 62 (16) :4209-4223
[3]   Ultrafast Ultrasound Imaging as an Inverse Problem: Matrix-Free Sparse Image Reconstruction [J].
Besson, Adrien ;
Perdios, Dimitris ;
Martinez, Florian ;
Chen, Zhouye ;
Carrillo, Rafael E. ;
Arditi, Marcel ;
Wiaux, Yves ;
Thiran, Jean-Philippe .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2018, 65 (03) :339-355
[4]   Acoustic Wave Field Reconstruction From Compressed Measurements With Application in Photoacoustic Tomography [J].
Betcke, Marta M. ;
Cox, Ben T. ;
Nam Huynh ;
Zhang, Edward Z. ;
Beard, Paul C. ;
Arridge, Simon R. .
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, 2017, 3 (04) :710-721
[5]   Imaging intracellular fluorescent proteins at nanometer resolution [J].
Betzig, Eric ;
Patterson, George H. ;
Sougrat, Rachid ;
Lindwasser, O. Wolf ;
Olenych, Scott ;
Bonifacino, Juan S. ;
Davidson, Michael W. ;
Lippincott-Schwartz, Jennifer ;
Hess, Harald F. .
SCIENCE, 2006, 313 (5793) :1642-1645
[6]   Breaking the resolution limit in photoacoustic imaging using non-negativity and sparsity [J].
Burgholzer, P. ;
Bauer-Marschallinger, J. ;
Haltmeier, M. .
PHOTOACOUSTICS, 2020, 19
[7]   Super-resolution photoacoustic imaging via flow-induced absorption fluctuations [J].
Chaigne, Thomas ;
Arnal, Bastien ;
Vilov, Sergey ;
Bossy, Emmanuel ;
Katz, Ori .
OPTICA, 2017, 4 (11) :1397-1404
[8]   Super-resolution photoacoustic fluctuation imaging with multiple speckle illumination [J].
Chaigne, Thomas ;
Gateau, Jerome ;
Allain, Marc ;
Katz, Ori ;
Gigan, Sylvain ;
Sentenac, Anne ;
Bossy, Emmanuel .
OPTICA, 2016, 3 (01) :54-57
[9]   In Vivo Acoustic Super-Resolution and Super-Resolved Velocity Mapping Using Microbubbles [J].
Christensen-Jeffries, Kirsten ;
Browning, Richard J. ;
Tang, Meng-Xing ;
Dunsby, Christopher ;
Eckersley, Robert J. .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2015, 34 (02) :433-440
[10]   Label-free photoacoustic nanoscopy [J].
Danielli, Amos ;
Maslov, Konstantin ;
Garcia-Uribe, Alejandro ;
Winkler, Amy M. ;
Li, Chiye ;
Wang, Lidai ;
Chen, Yun ;
Dorn, Gerald W., II ;
Wang, Lihong V. .
JOURNAL OF BIOMEDICAL OPTICS, 2014, 19 (08)