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meterglost/HCMUT-CO3057-DigitalImageProcessing-ComputerVision

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HCMUT - CO3057 - Digital Image Processing and Computer Vision

  • Split image by 3 color channels into 3 grayscale images
  • Merge 3 grayscale images
  • Restore original image from 3 grayscale images above
  • Implement Low-Pass Filter using methods: Average, Median, Gaussian, ...
  • Implement High-Pass Filter using methods: Gaussian, Sobel, Laplacian, ...
  • Masking object and replacing background
  • Implement Poison Blending
  • Implement Laplacian Pyramid Blending
  • Straighten object as well as the shooting angle in the given sample photos
  • Select source points and destination points to create transformation matrix
  • Transform images using methods: Affine, Perspective
  • Extract image features using methods: SIFT, BRISK, ...
  • Stitching three images into one expansive image

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