Compressive sensing is a mathematical framework, which seeks to capture the information of an object using as few measurements as possible. Recently, it has been applied to holography, where the most frequently used reconstruction method is l1-norm minimization with the Haar wavelet as the sparsifying operator. In this work, we promote the CDF 9/7 wavelet as the sparsifying operator. We demonstrate that the 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, which seeks to capture the information of an object using as few measurements as possible. Recently, it has been applied to holography, where the most frequently used reconstruction method is l1-norm minimization with the Haar wavelet as the sparsifying operator. In this work, we promote the CDF 9/7 wavelet as the sparsifying operator. We demonstrate that the 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",
}