A one-step reconstruction algorithm for quantitative photoacoustic imaging. (17th August 2015)

• Record Type: Journal Article
• Authors: Ding, Tian; Ren, Kui; Vallélian, Sarah
• Is Part Of: Inverse problems. Volume 31:Number 9(2015:Sep.)
• Publication Date: 2015-08-17
• Subjects: quantitative photoacoustic tomography -- one-step reconstruction -- hybrid inverse problem; Inverse problems (Differential equations) -- Periodicals; 515.357
• DOI: 10.1088/0266-5611/31/9/095005
• Languages: English
• ISSNs: 0266-5611

Abstract

Abstract: Quantitative photoacoustic tomography (QPAT) is a recent hybrid imaging modality that couples optical tomography with ultrasound imaging to achieve high resolution imaging of optical properties of scattering media. Image reconstruction in QPAT is usually a two-step process. In the first step, the initial pressure field inside the medium, generated by the photoacoustic effect, is reconstructed using measured acoustic data. In the second step, this initial ultrasound pressure field datum is used to reconstruct optical properties of the medium. We propose in this work a one-step inversion algorithm for image reconstruction in QPAT that reconstructs the optical absorption coefficient directly from measured acoustic data. The algorithm can be used to recover simultaneously the absorption coefficient and the ultrasound speed of the medium from multiple acoustic data sets, with appropriate a priori bounds on the unknowns. We demonstrate, through numerical simulations based on synthetic data, the feasibility of the proposed reconstruction method.