Compressive sensing is a mathematical framework, whichseeks to capture the information of an object using as fewmeasurements as possible. Recently, it has been applied toholography, where the most frequently used reconstructionmethod is l1-norm minimization with the Haar wavelet asthe sparsifying operator. In this work, we promote the CDF9/7 wavelet as the sparsifying operator. We demonstrate thatthe CDF 9/7 wavelet performs better than the Haar wavelet.
Yan, H, Blinder, D, Bettens, S, Ottevaere, H, Munteanu, A & Schelkens, P 2015, CDF 9/7 Wavelets as Sparsifying Operator in Compressive Holography. in IEEE International Conference on Image Processing 2015. IEEE, pp. 2015-2019, IEEE International Conference on Image Processing (ICIP 2015), Québec, Canada, 27/09/15. https://doi.org/10.1109/ICIP.2015.7351154
Yan, H., Blinder, D., Bettens, S., Ottevaere, H., Munteanu, A., & Schelkens, P. (2015). CDF 9/7 Wavelets as Sparsifying Operator in Compressive Holography. In IEEE International Conference on Image Processing 2015 (pp. 2015-2019). IEEE. https://doi.org/10.1109/ICIP.2015.7351154
@inproceedings{5d7c5ac57f734f19bf0e40908a24aeb5,
title = "CDF 9/7 Wavelets as Sparsifying Operator in Compressive Holography",
abstract = "Compressive sensing is a mathematical framework, whichseeks to capture the information of an object using as fewmeasurements as possible. Recently, it has been applied toholography, where the most frequently used reconstructionmethod is l1-norm minimization with the Haar wavelet asthe sparsifying operator. In this work, we promote the CDF9/7 wavelet as the sparsifying operator. We demonstrate thatthe CDF 9/7 wavelet performs better than the Haar wavelet.",
keywords = "FRESNEL HOLOGRAPHY, OBJECTS ",
author = "Hao Yan and David Blinder and Stijn Bettens and Heidi Ottevaere and Adrian Munteanu and Peter Schelkens",
year = "2015",
month = aug,
day = "26",
doi = "10.1109/ICIP.2015.7351154",
language = "English",
isbn = "978-1-4799-8338-4",
pages = "2015--2019",
booktitle = "IEEE International Conference on Image Processing 2015",
publisher = "IEEE",
note = "IEEE International Conference on Image Processing (ICIP 2015) ; Conference date: 27-09-2015 Through 30-09-2015",
}