9th week report - MATF-RS19/RS029-image-processing GitHub Wiki

What's done this week

  1. Some GUI tweeks
  2. Big improvement in Fuzzy c means algorithm - now is even faster than Kmeans algorithm
  3. Operators and iterators in class Image improved
  4. Formula for RGB to YCrCb color conversion changed (it is not that the wrong formula was used, but this one is used specially for JPEG compression)
  5. Algorithm for image negative implemented (vastly used for improvement of medical images)
  6. An algorithm for fuzzy image enhancement (according to scientific paper) implemented - the output varies from image to image
  7. Vast research on JPEG (still not enough for the implementation)
  8. Read plenty of scientific papers on fuzzy image enhancement
  9. Readme updated

Plan for the next week

  • Improve the existing algorithm for fuzzy image enhancement
  • Add new ones
  • Finish JPEG compression

Current output

GUI looks like this: GUI

Original image: Lung scanner

Image negative: Image negative output

Original image: Original image - drawing of storm trooper

After the fuzzy enhancement algorithm: Output of the fuzzy image enhancement