Title :
Phase retrieval by using transport-of-intensity equation and differential interference contrast microscopy
Author :
Bostan, Emrah ; Froustey, Emmanuel ; Rappaz, Benjamin ; Shaffer, Etienne ; Sage, Daniel ; Unser, Michael
Author_Institution :
Biomed. Imaging Group, EPFL, Lausanne, Switzerland
Abstract :
We present a variational reconstruction algorithm for the phase-retrieval problem by using the differential interference contrast microscopy. Principally, we rely on the transport-of-intensity equation that specifies the sought phase as the solution of a partial differential equation. Our approach is based on an iterative reconstruction algorithm involving the total variation regularisation which is efficiently solved via the alternating direction method of multipliers. We illustrate the applicability of the method via real data experiments. To the best of our knowledge, this work demonstrates the performance of such an iterative algorithm on real data for the first time.
Keywords :
image reconstruction; image retrieval; iterative methods; medical image processing; partial differential equations; differential interference contrast microscopy; iterative reconstruction algorithm; partial differential equation; phase retrieval problem; total variation regularisation; transport-of-intensity equation; variational reconstruction algorithm; Equations; Image reconstruction; Interference; Microscopy; Noise; Reconstruction algorithms; Phase retrieval; sparse reconstruction; total variation regularisation; transport-of-intensity equation;
Conference_Titel :
Image Processing (ICIP), 2014 IEEE International Conference on
Conference_Location :
Paris
DOI :
10.1109/ICIP.2014.7025800