News


NEWS: Faster version for NLPCA (Matlab code): NLPCA_v2_code.ZIP and NLPCA_hyperspectral_v2_code.ZIP thanks to Anthony Wang, Albert Oh and , , and .

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

Image denoising: Non-Local Means

  • NLM-Reprojections: Demo, ZIP file. Joint work with .
  • NLM-SAP: Demo, ZIP file. Joint work with and
  • NLM-LPR: Demo, ZIP file. Joint work with and

Image denoising: PCA based methods

  • GP-PCA: Demo, ZIP file. Joint work with (EWA,GP-PCA) and
  • Poisson NLPCA: Demo, v1.ZIP, v2.ZIP file. Joint work with , and . Version2 has additional contribution by Anthony Wang and Albert Oh.
  • Poisson NLSPCA: Demo, ZIP file. Joint work with , , and
  • Fast Poisson NLPCA for hyperspectral imaging: NLPCA_hyperspectral_fast_code.ZIP Joint work with , , , with additional contribution by Anthony Wang and Albert Oh.

Image denoising: Neighborood filters

Contact us

Please contact us if you have any question.

Comments are closed.