Faster version for NLPCA (Matlab code): NLPCA_v2_code.ZIP and NLPCA_hyperspectral_v2_code.ZIP thanks to Anthony Wang, Albert Oh and Zachary Harmany , Charles-Alban Deledalle, and Rebecca Willett.
This web site is a collaborative effort to provides usefull Matlab codes for any user interested in statistics and in signal processing. The method are described in details in the different section of this site, with a demo of the code. All codes projects are compressed, and can be downloaded in a .ZIP file available in this page or in the Download section. In each ZIP file, a README.txt is provided, explaining the way to get the results associated to each project/paper.
Statistical Aggregation
- Exponentially Weighted Aggregates for regression: Demo, ZIP file. Joint work with Arnak Dalalyan
Image denoising: Non-Local Means
- NLM-Reprojections: Demo, ZIP file. Joint work with Yann Strozecki.
- NLM-SAP: Demo, ZIP file. Joint work with Charles-Alban Deledalle and Vincent Duval
- NLM-LPR: Demo, ZIP file. Joint work with Rebecca Willett and Ery Arias-Castro
Image denoising: PCA based methods
- GP-PCA: Demo, ZIP file. Joint work with Arnak Dalalyan (EWA,GP-PCA) and Charles-Alban Deledalle
- Poisson NLPCA: Demo, v1.ZIP, v2.ZIP file. Joint work with Charles-Alban Deledalle, Zachary Harmany and Rebecca Willett. Version2 has additional contribution by Anthony Wang and Albert Oh.
- Poisson NLSPCA: Demo, ZIP file. Joint work with Zachary Harmany , Charles-Alban Deledalle, and Rebecca Willett
- Fast Poisson NLPCA for hyperspectral imaging: NLPCA_hyperspectral_fast_code.ZIP Joint work with Zachary Harmany , Charles-Alban Deledalle, Rebecca Willett, with additional contribution by Anthony Wang and Albert Oh.
Image denoising: Neighborood filters
- PYF: Demo, ZIP file. Joint work with Rebecca Willett and Ery Arias-Castro
Contact us
Please contact us if you have any question.