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Software package for image preprocessing for further pattern recognition

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Software package for image preprocessing using OpenCL for further pattern recognition (4 semester)

Implemented functionality:

  • morphological operations:
    • erode
    • dilate
    • opening
    • closing
  • filters:
    • threshold filter
    • top-hat transform
    • bottom-hat transform
  • edge detectors:
    • Prewitt operator
    • Roberts cross operator
    • Sobel operator
    • central difference
  • conversion into grayscale, sepia tone, black & white image (thresholding)

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Software package for image preprocessing for further pattern recognition

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