Title :
Noniterative inversion strategy for photoacoustic tomography: Recovery of absorbed energy map from boundary pressure measurements
Author :
Bagchi, Srijeeta ; Banerjee, Biswanath ; Vasu, Ram Mohan ; Roy, Debasish
Author_Institution :
Dept. of Instrum. & Appl. Phys., Indian Inst. of Sci., Bangalore, India
Abstract :
The inverse problem in photoacoustic tomography (PAT) seeks to obtain the absorbed energy map from the boundary pressure measurements for which computationally intensive iterative algorithms exist. The computational challenge is heightened when the reconstruction is done using boundary data split into its frequency spectrum to improve source localization and conditioning of the inverse problem. The key idea of this work is to modify the update equation wherein the Jacobian and the perturbation in data are summed over all wave numbers, k, and inverted only once to recover the absorbed energy map. This leads to a considerable reduction in the overall computation time. The results obtained using simulated data, demonstrates the efficiency of the proposed scheme without compromising the accuracy of reconstruction.
Keywords :
Jacobian matrices; biomedical optical imaging; biomedical ultrasonics; image reconstruction; inverse problems; iterative methods; medical image processing; optical tomography; perturbation techniques; photoacoustic effect; pressure measurement; Jacobian equation; absorbed energy map; boundary data; boundary pressure measurements; frequency spectrum; image reconstruction; inverse problem; iterative algorithms; noniterative inversion strategy; perturbation; photoacoustic tomography; source localization; Absorption; Equations; Image reconstruction; Jacobian matrices; Mathematical model; Pressure measurement; Tomography;
Conference_Titel :
Bioengineering Conference (NEBEC), 2011 IEEE 37th Annual Northeast
Conference_Location :
Troy, NY
Print_ISBN :
978-1-61284-827-3
DOI :
10.1109/NEBC.2011.5778561