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Sub-diffraction Imaging using Fourier Ptychography and Structured Sparsity
- Citation Author(s):
- 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
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- Keywords:
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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.