Exploring polynomial based interpolation schemes for photoacoustic tomographic image reconstruction. (13th December 2021)

• Record Type: Journal Article
• Authors: Paul, Avijit; Warbal, Pankaj; Mukherjee, Amrita; Paul, Subhadip; Saha, Ratan K
• Is Part Of: Biomedical physics & engineering express. Volume 8:Number 1(2022)
• Publication Date: 2021-12-13
• Subjects: nearest neighbor interpolation -- bilinear interpolation -- bicubic interpolation -- biquintic interpolation -- photoacoustic image reconstruction; Medical physics -- Periodicals; Biophysics -- Periodicals; Biomedical engineering -- Periodicals; Medical sciences -- Periodicals; 610.153
• DOI: 10.1088/2057-1976/ac3fe6
• Languages: English
• ISSNs: 2057-1976

Abstract

Abstract: Photoacoustic tomography (PAT) imaging employing polynomial-based interpolation methods is discussed. Nearest-neighbor, bilinear, bicubic and biquintic algorithms were implemented for the construction of the model matrix, and images were formed using the Tikhonov regularization and total variation (TV) minimization procedures. The performance of the interpolation methods was assessed by comparing the reconstructed images of three numerical and two experimental phantoms. The numerical and experimental studies demonstrate that the performance of the interpolation schemes is nearly equal for large PA sources. The simplest nearest-neighbor technique provides better image reconstruction for a sparse source compared to the others. The nearest-neighbor protocol may be adopted in practice for vascular imaging using PAT.