Regularization approaches for quantitative Photoacoustic tomography using the radiative transfer equation

JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS

卷:429

Article

De Cezaro, A.¹  Travessini De Cezaro, F.¹  Sejje Suarez, J.¹ 

[1] Fed Univ Rio Grande, Inst Math Stat & Phys, BR-96203900 Rio Grande, Brazil

关键词: Quantitative Photoacoustic;    tomography;    Tikhonov-type regularization;    Convergence;    Stability;   

DOI  :  10.1016/j.jmaa.2015.03.019

来源: Elsevier

【 摘 要 】

Quantitative Photoacoustic tomography (QPAT) is an emerging medical imaging modality which offers the possibility of combining the high resolution of the acoustic waves and large contrast of optical waves by quantifying the molecular concentration in biological tissue. In this paper, we prove properties of the forward operator that associate optical parameters from measurements of a reconstructed Photoacoustic Image. This is often referred to as the optical inverse problem, that is nonlinear and ill-posed. The proved properties of the forward operator provide sufficient conditions to show regularized properties of approximated solutions obtained by Tilchonov-type approaches. The proposed Tikhonov-type approaches analyzed in this contribution are concerned with physical and numerical issues as well as with a priori information on the smoothness of the optical coefficients for with (PAT) is particularly a well-suited imaging modality. (C) 2015 Elsevier Inc. All rights reserved.

【 授权许可】

Free