jovanavidenovic / Machine-Perception-Assignments

Homework assignments for the course Machine Perception, done in Python

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Machine-Perception-Assignments

Homework assignments for the course Machine Perception.

Assignment 1

  • Exercise 1 - Basic image processing
  • Exercise 2 - Thresholding and histograms
  • Exercise 3 - Morphological operations and regions

Assignment 2

  • Exercise 1 - Image description
  • Exercise 2 - Convolution
  • Exercise 3 - Image filtering

Assignment 3

  • Exercise 1 - Image derivatives
  • Exercise 2 - Edges in images
  • Exercise 3 - Detecting lines

Assignment 4

  • Exercise 1 - Feature points detectors
  • Exercise 2 - Matching local regions
  • Exercise 3 - Homography estimation

Assignment 5

  • Exercise 1 - Disparity
  • Exercise 2 - Fundamental matrix, epipoles, epipolar lines
  • Exercise 3 - Triangulation

Assignment 6

  • Exercise 1 - Direct PCA method
  • Exercise 2 - The dual PCA method
  • Exercise 3 - Image decomposition examples

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Homework assignments for the course Machine Perception, done in Python


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