Tag Archives: LECTURES IN MEDICAL IMAGE PROCESSING

LECTURE NOTES ON MEDICAL IMAGE PROCESSING ALGORITHMS

Lecture Notes-CLICK ON THE TOPICS TO DOWNLOAD THEM DIRECTLY

  • Topic 2. Overview of different image modalities: photo images, video, and 2D-3D-4D medical data
  • Topic 3. Overview of basic image processing (point and local neighborhood processing): gamma correction, histogram equalization, window-center adjustment, linear filtering, image gradients.
  • Topic 4. Basic image segmentation in 2D (thresholding, region-growing, mean-shift, live-wire).
  • Topic 5. Deformable models (snakes): gradient descend, DP-snakes. Also distance transforms and generalized distance transforms.
  • Topic 6. Beyond snakes: implicit vs. explicit representation of boundaries, level-sets, geodesic active contours, geometric energy functionals.