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Sub-diffraction Imaging using Fourier Ptychography and Structured Sparsity

Citation Author(s):
Gauri Jagatap, Zhengyu Chen, Chinmay Hegde, Namrata Vaswani
Submitted by:
Gauri Jagatap
Last updated:
30 April 2018 - 2:40pm
Document Type:
Presentation Slides
Document Year:
2018
Event:
Presenters:
Gauri Jagatap
Paper Code:
3284, CIM-L1.5
 

We consider the problem of super-resolution for sub-diffraction imaging. We adapt conventional Fourier ptychographic approaches, for the case where the images to be acquired have an underlying structured sparsity. We propose some sub-sampling strategies which can be easily adapted to existing ptychographic setups. We then use a novel technique called CoPRAM with some modifications, to recover sparse (and block sparse) images from sub-sampled ptychographic measurements. We demonstrate experimentally that this algorithm performs better than existing phase retrieval techniques, in terms of quality of reconstruction, using fewer number of samples.

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