Skip to content

Matlab based work that Explores several facets of entropy and mutual information

License

Notifications You must be signed in to change notification settings

TLDart/TI-ProjectOne

Repository files navigation

Information Theory Project 1

This project was made using Matlab and covers:

  • Entropy Analysis over different sources
  • Huffman codes
  • Group Huffman codes
  • Mutual information applied to pattern recognition

Lore

Every other file stems from main, there, for each file:

  • Entropy is calculated;
  • Histogram is drawn;
  • Huffman codes (both single and to n-th order (we just did the 2 order) are calculated; Finally, for each "target image":
  • Mutual is calculated based on previous function;
  • An algorithm is run to identify the the zone that as the biggest mutual information;

Known Issues/Bugs

  • Massive Slowdown in performance if, when calculating frequency, an alphabet is used

Collaborators

Miguel Rabuge

About

Matlab based work that Explores several facets of entropy and mutual information

Topics

Resources

License

Stars

Watchers

Forks

Packages

No packages published

Languages