Title :
Digital phase-shifting holography based on sparse approximation of phase and amplitude
Author :
Katkovnik, Vladimir ; Bioucas-Dias, Jose ; Petrov, N.V.
Author_Institution :
Dept. of Signal Process., Technol. Univ. of Tampere, Tampere, Finland
Abstract :
Phase-shifting holography with a lens focussing the complex object on the sensor plane is considered. In this setup a scaled copy of the complex object is reconstructed at the sensor plane. In order to reconstruct the complex object from noisy data, we apply variational inverse imaging, where the amplitude and the absolute phase of the object are assumed to admit sparse representations in suitable sparsifying transforms. The developed technique is based on the sparse phase and amplitude reconstruction (SPAR) algorithm developed in [4]-[6]. Numerical experiments demonstrate effectiveness of SPAR for holographic reconstruction of 3D objects.
Keywords :
compressed sensing; holography; image reconstruction; lenses; optical focusing; variational techniques; 3D objects; complex object reconstruction; digital phase-shifting holography; holographic reconstruction; lens focussing; sparse approximation; sparse phase and amplitude reconstruction algorithm; variational inverse imaging; Holography; Image reconstruction; Lenses; Noise measurement; Optical interferometry; Three-dimensional displays; Phase-shifting digital holography; coherent imaging; phase and magnitude reconstruction; phase-shifting interferometry; poissonian noise; sparse representations;
Conference_Titel :
3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON), 2014
Conference_Location :
Budapest
DOI :
10.1109/3DTV.2014.6874743