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Medical-Image-Analysis-and-Processing

HW1

  1. Edge Detection
  2. Noise and Image Denoising
  3. Histogram Specification and Histogram Normalization
  4. PCA
  5. Morphology

HW2

  1. Non-Local Mean Filter
  2. Bilateral Filter
  3. Classical Denoising
  4. Wavelet Hybrid Images

HW3

  1. Denoising with Total Variation
  2. Sparse Representation and Image Denoising using Dictionary Learning
  3. Denoising with Diffusion Filter
  4. Denoising with Anisotropic Diffusion Filter
  5. Deep Denoising (DnCNN and FFDNet)

HW4

  1. Active Contour with Dynamic Programming
  2. Superpixel Segmentation with SLIC
  3. (3.1.) Weighted Multitask Fuzzy C-means (WMT-FCM) Clustering
  4. (3.2.) Correction Bias Field with FCM

HW5

  1. Homography and Image Warping
  2. Image Texure Analysis (GCLM)
  3. Harris Corner Detection (non-maximum supperession, SIFT, RANSAC)
  4. Medical Image Registratoin