CVML Tutorial Exercises

2D Computer Vision/Image Analysis

1. Edge Detection Tutorial Exercises
   1. 1D Masks For Sobel Edge Detection Tutorial Exercise
   2. Edge Detection Employing Pixel Differences Tutorial Exercise
   3. Edge Detection With 1D Masks Tutorial Exercise

Computer Vision (CV)

1. Camera Geometry Tutorial Exercises
   1. Flat Object Projection Tutorial Exercise
2. Image Acquisition Tutorial Exercises
   1. Camera Impulse Fourier Transform Tutorial Exercise

CVML Mathematical Foundations

1. Mathematical Analysis Tutorial Exercises
   1. Double Integrals Tutorial Exercise 1
   2. Double Integrals Tutorial Exercise 2
   3. Polar Coordinates and Double Integrals Tutorial Exercise
2. Probability Theory Tutorial Exercises
   1. Linear Transformation of Random Variables Tutorial Exercise 1
   2. Linear Transformation of Random Variables Tutorial Exercise 2
   3. Polar Coordinates and Random Variables Tutorial Exercise
   4. Random Variable with Normal Distribution Tutorial Exercise
   5. Random Variable with Uniform Distribution Tutorial Exercise
   6. Transformation of Random Variables Tutorial Exercise
   7. Two Random Variables with Normal Distribution Tutorial Exercise
   8. Two Random Variables with Uniform Distribution Tutorial Exercise

Image Processing

1. 2D Digital Filter Design and Implementation Tutorial Exercises
   1. Circular Ideal Lowpass Filter Tutorial Exercise
   2. Ideal Lowpass Filter Tutorial Exercise
2. 2D Systems Tutorial Exercises
   1. 2D Convolution Calculation Tutorial Exercise
   2. 2D Convolution Non Zero Area Calculation Tutorial Exercise
   3. 2D Filter Mask Difference Equation Tutorial Exercise 1
   4. 2D Filter Mask Difference Equation Tutorial Exercise 2
   5. 2D System Output By Employing Difference Equation Tutorial Exercise
   6. Difference Equation And System Flow Chart Tutorial Exercise
   7. Difference Equation Tutorial Exercise
3. Color Theory Tutorial Exercises
   1. Color Coordinate Transformation Tutorial Exercise
4. Digital Image Filtering Tutorial Exercises
   1. Average Sampling For Noise Reduction Tutorial Exercise
   2. Root-signal Median Filtering Tutorial Exercise
5. Digital Image Formation Tutorial Exercises
   1. Camera Aperture Tutorial Exercise
6. Digital Image Processing Tutorial Exercises
   1. Continuous Variable Histogram Transformation Tutorial Exercise
   2. Histogram Equalization Tutorial Exercise
   3. Histogram Transformation Tutorial Exercise
7. Image Compression Tutorial Exercises
   1. Conditional Huffman Encoding Tutorial Exercise
   2. DCT Tutorial Exercise
   3. Huffman Encoding Tutorial Exercise 1
   4. Huffman Encoding Tutorial Exercise 2
8. Image Perception Tutorial Exercises
   1. HVS Tutorial Exercise
   2. Viewing Experience Tutorial Exercise
9. Image Sampling Tutorial Exercises
   1. 2D Signal Sampling Tutorial Exercise
   2. Image Sampling Lattices Tutorial Exercise
10. Image Transforms Tutorial Exercises
    1. 2D Inverse Discrete Fourier Transform Tutorial Exercise
    2. 3D Discrete Fourier Transform Tutorial Exercise
    3. Continuous Signal Fourier Transform
    4. DFT Coefficients Exercise
    5. Discrete Fourier Transform Tutorial Exercise
    6. FIR Frequency Response Tutorial Exercise
    7. Frequency Response Tutorial Exercise
    8. Separable Filter Frequency Response Tutorial Exercise
    9. Seperable 2D DFT Calculation Tutorial Exercise

Machine Learning (ML)

1. Bayesian Learning Tutorial Exercises
   1. Bayesian Classification of Normal Data Tutorial Exercise
   2. Bayesian Classification of Three-class 1D Data Tutorial Exercise
   3. Bayesian Classification of Two-class 1D Data Tutorial Exercise
   4. Bayesian Signal Classification Tutorial Exercise
2. Data Clustering Tutorial Exercises
   1. Data Clustering with k-means Algorithm Tutorial Exercise
   2. Data Clustering with Maximin Algorithm Tutorial Exercise
3. Decision Surfaces Tutorial Exercises
   1. 2D Decision function Tutorial Exercise
   2. Perceptron Classification Tutorial Exercise
   3. Type-1 Decision Functions Tutorial Exercise
   4. Type-2 Decision Functions Tutorial Exercise
   5. Type-3 Decision Functions Tutorial Exercise

Video Processing and Analysis

1. Introduction to Video Processing and Analysis Tutorial Exercises
   1. 1. PAL Bandwidth Tutorial Exercise
   2. Motion Estimation Tutorial Exercises
      1. 3D Point Projection and Motion Tutorial Exercise
      2. Affine Transformation Motion Tutorial Exercise
      3. Exhaustive Block Matching Tutorial Exercise
      4. Hierarchical Block Matching Complexity Tutorial Exercise
      5. Hierarchical Block Matching Tutorial Exercise
      6. Motion and Fourier Transform Tutorial Exercise
      7. Orthographic Projection and 2D Motion
      8. Perspective Projection and 2D Motion
   3. Moving Image Perception Tutorial Exercises
      1. Moving Pattern Sampling Tutorial Exercise
      2. Perceived Temporal Frequencies Tutorial Exercise
   4. Transform Video Compression Tutorial Exercises
      1. Arithmetic Encoding Tutorial Exercise
   5. Video Digitization Tutorial Exercises
      1. Reciprocal Lattice Density Tutorial Exercise
      2. Reciprocal Lattice Tutorial Exercise
   6. Video Processing and Standards Conversion Tutorial Exercises
      1. Deinterlacing Tutorial Exercise