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Commit 03dc9aec authored by Tom Nellius's avatar Tom Nellius
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Add DIP1 exercises

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......@@ -170,6 +170,8 @@ plt.axhline(100, color="blue") # horizontal line at y=100
# Exercises
List of the topics of each exercise to find them faster
## DIP 2
|Exercise|Topic|
|---|---|
......@@ -187,3 +189,22 @@ plt.axhline(100, color="blue") # horizontal line at y=100
|12|Least-Mean-Squared-Error (LMSE) Algorithm|
|13|Fully Connected Neural Networks and Backpropagation|
|14|Simple CNN to Classify Handwritten Numbers|
## DIP 1
|Exercise|Topic|
|---|---|
|1|Reading Images, Representation in 1D|
|2|Minimum/Maximum, Drawing Markers, Lines, Rectangles, Circles|
|3|Creating Periodic Patterns, Image Sampling, Creating Patterns with Variable Frequency, Moiré Effect|
|4|Thresholding, Negative Image, Gray-level Slicing, Range Scaling, Log Transformation, Gamma Correction, Bit-plane slicing|
|5|Histogram Computation and Analysis, Global/Local Histogram Equalization|
|6|Boundary Padding, Mean (Average) Filter, Arbitrary Filter Masks, Separable Filters|
|7|Gaussian Filter Masks, Ranking (Median) Filter, Differentiation of Images|
|8|Normalization and Clipping, Laplacian Filter, Laplacian of Gaussian (LoG), Roberts (Cross) and Sobel Operator|
|9|Discrete Fourier Transform, Inverse Discrete Fourier Transform (IDFT), Properties of the DFT and Spectrum, Spectrum and Phase Interpretation|
|10|Notch Filter, Ideal Lowpass Filter, Butterworth Lowpass Filter, Gaussian Lowpass Filter, Padding and Cropping|
|11|Highpass Filters, Image Restoration,Spatial Filters in the Frequency Domain, Template Matching (Correlation) in the Frequency Domain|
|12|Working with Color Images, RGB Color Space, HSV (HSI) Color Space, Intensity Slicing, Pseudo-color Enhancement|
|13|Converting Color Images to Grayscale Images, Intensity Adjustment, Color Complements, Color Slicing, Color Corrections, Color Segmentation in HSV|
|14|Run-Length Encoding (RLE), Bit-Plane Coding with Gray Code, Lempel-Ziv-Welch (LZW) Coding|
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