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Course Outline

Day 1:

  • Loading images
  • Handling RGB components of an image
  • Saving modified images
  • Working with grayscale images
  • Understanding binary images
  • Using masks

Day 2:

  • Interactive image analysis
  • Noise reduction
  • Image alignment and panorama creation
  • Detection of lines and circles within images

Day 3:

  • Image histogram analysis
  • Creation and application of 2D filters
  • Edge segmentation of objects
  • Object segmentation based on color and texture

Day 4

  • Batch processing of image sets
  • Shape-based object segmentation using morphological operations
  • Measurement of shape properties

Requirements

Fundamental understanding of computer programming and image concepts.

 28 Hours

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