CompSensePack Package

Main Modules

Modules in the CompSensePack main directory: SL0 recovery method module, measurement matrix generation module, utilities to run the program and to visualize the results of the various tests are offered in utils and eval. The compressedSensing class is a high level object that it’s used to call the various functions and methods that components of the library, it guarantees modularity, felxibility, readability.

• Compressed Sensing Class
• SL0 Algorithm
• Utilities
• Evaluation and Plotting
• Measurement Matrix

Dictionaries Subpackage

The subpackage contains all the routine and utilities to generate both the DCT fixed dictionary and to use the KSVD and MOD algorithms.

• KSVD Dictionary Learning
• MOD Dictionary Learning
• OMP Algorithm
• DCT Dictionary
• Dictionary Utilities