Paper
8 November 2007 Compressive sampling in photo-acoustic imaging
Jean Provost, Frédéric Lesage
Author Affiliations +
Proceedings Volume 6796, Photonics North 2007; 67960K (2007) https://doi.org/10.1117/12.779123
Event: Photonics North 2007, 2007, Ottawa, Canada
Abstract
Photo-acoustic (PA) imaging has been developped for different purposes but recent years has seen the technique gain interest with applications to small animal imaging. As a technique it is sensitive to endogenous optical contrast present in tissues and, contrary to diffuse optical imaging, it promises to bring high resolution imaging for in vivo studies at mid-range depths (3mm-10mm). However, a typical acquisition for the reconstruction of one slice in PA tomography can take up to approximatively 30 minutes which is clearly prohibitive for 3D imaging. This paper suggests a new reconstruction strategy using the compressive sampling formalism which states that a small number of linear projection of a compressible image contains enough information for reconstruction. This new scheme allows perfect reconstruction of numerical phantoms with only a fraction of the measurements normally needed with classical methods such as the pseudo-inverse.
© (2007) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Jean Provost and Frédéric Lesage "Compressive sampling in photo-acoustic imaging", Proc. SPIE 6796, Photonics North 2007, 67960K (8 November 2007); https://doi.org/10.1117/12.779123
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KEYWORDS
Tomography

Image compression

Transducers

Diffuse optical imaging

Reconstruction algorithms

In vivo imaging

Signal to noise ratio

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