Open Access
1 March 2010 Compressed sensing in photoacoustic tomography in vivo
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Abstract
The data acquisition speed in photoacoustic computed tomography (PACT) is limited by the laser repetition rate and the number of parallel ultrasound detecting channels. Reconstructing an image with fewer measurements can effectively accelerate the data acquisition and reduce the system cost. We adapt compressed sensing (CS) for the reconstruction in PACT. CS-based PACT is implemented as a nonlinear conjugate gradient descent algorithm and tested with both phantom and in vivo experiments.
©(2010) Society of Photo-Optical Instrumentation Engineers (SPIE)
Zijian Guo, Changhui Li, Liang Song, and Lihong V. Wang "Compressed sensing in photoacoustic tomography in vivo," Journal of Biomedical Optics 15(2), 021311 (1 March 2010). https://doi.org/10.1117/1.3381187
Published: 1 March 2010
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CITATIONS
Cited by 155 scholarly publications.
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KEYWORDS
Acquisition tracking and pointing

Photoacoustic tomography

In vivo imaging

Data acquisition

Compressed sensing

Sensors

Reconstruction algorithms

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