Huynh, N;
Lucka, F;
Zhang, E;
Betcke, M;
Arridge, SR;
Beard, PC;
Cox, BT;
(2019)
Single-pixel camera photoacoustic tomography.
Journal of Biomedical Optics
, 24
(12)
pp. 1-6.
10.1117/1.JBO.24.12.121907.
Preview |
Text
Beard_Single-pixel camera photoacoustic tomography_VoR.pdf - Published Version Download (1MB) | Preview |
Abstract
Since it was first demonstrated more than a decade ago, the single-pixel camera concept has been used in numerous applications in which it is necessary or advantageous to reduce the channel count, cost, or data volume. Here, three-dimensional (3-D), compressed-sensing photoacoustic tomography (PAT) is demonstrated experimentally using a single-pixel camera. A large area collimated laser beam is reflected from a planar Fabry-Pérot ultrasound sensor onto a digital micromirror device, which patterns the light using a scrambled Hadamard basis before it is collected into a single photodetector. In this way, inner products of the Hadamard patterns and the distribution of thickness changes of the FP sensor-induced by the photoacoustic waves-are recorded. The initial distribution of acoustic pressure giving rise to those photoacoustic waves is recovered directly from the measured signals using an accelerated proximal gradient-type algorithm to solve a model-based minimization with total variation regularization. Using this approach, it is shown that 3-D PAT of imaging phantoms can be obtained with compression rates as low as 10%. Compressed sensing approaches to photoacoustic imaging, such as this, have the potential to reduce the data acquisition time as well as the volume of data it is necessary to acquire, both of which are becoming increasingly important in the drive for faster imaging systems giving higher resolution images with larger fields of view.
Type: | Article |
---|---|
Title: | Single-pixel camera photoacoustic tomography |
Location: | United States |
Open access status: | An open access version is available from UCL Discovery |
DOI: | 10.1117/1.JBO.24.12.121907 |
Publisher version: | https://doi.org/10.1117/1.JBO.24.12.121907 |
Language: | English |
Additional information: | This version is the version of record. For information on re-use, please refer to the publisher’s terms and conditions. |
Keywords: | Fabry–Pérot sensor, compressed sensing, photoacoustic tomography |
UCL classification: | UCL UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Med Phys and Biomedical Eng |
URI: | https://discovery.ucl.ac.uk/id/eprint/10082302 |
Archive Staff Only
View Item |