Title :
Computational inverse coherent wave field imaging
Author :
Katkovnik, Vladimir ; Migukin, Artem ; Astola, Jaakko
Author_Institution :
Dept. of Signal Process., Tampere Univ. of Technol., Tampere, Finland
Abstract :
We consider reconstruction of a wave field distribution in an input/object plane from data in an output/diffraction (sensor) plane. For the forward propagation of the wave field the matrix form of the discrete diffraction transform (DDT) originated in and is used. This ¿matrix DDT¿ is aliasing free and precise for pixel-wise invariant object and sensor plane distributions. A contribution of this paper concerns a study of the backward wave field propagation as an inverse problem for the diffraction kernel. The analysis of the conditioning of the transfer DDT matrices is presented in order to find when the perfect reconstruction of the object wavefield distribution is possible. This condition number can be used as an indicator of the accuracy of the wave field reconstruction. Simulation experiments show that the developed inverse propagation algorithm demonstrates an improved accuracy as compared with the standard convolutional and discrete Fresnel transform algorithms.
Keywords :
discrete transforms; image reconstruction; inverse problems; wave propagation; backward wave field propagation; computational inverse coherent wave field imaging; diffraction kernel; discrete Fresnel transform; discrete diffraction transform; image reconstruction; inverse problem; inverse propagation; object wavefield distribution; pixel-wise invariant object; sensor plane distribution; transfer DDT matrix; wave field distribution; wave field forward propagation; wave field reconstruction; Diffraction; Discrete transforms; Image reconstruction; Inverse problems; Kernel; Standards development; Digital holography; inverse coherent imaging; reconstruction; wave field propagation;
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2009.5414360