/Microscopy_Image_Stitching

Panoramic image generation from 2D microscope images

Primary LanguageC++MIT LicenseMIT

Microscopy Image Stitching

This repo is a solution for combining 2D images based on Phase Only correlation and Laplacian Pyramid methods. This method makes accurate and fast compositing only for 2D images moving in the x and y axes. Multiple merging can be done using datasets consisting of images. In addition, the functions parallelized using OpenMP and still under development.

Algorithmic process

  • Phase Only Correlation
  • Feature Matching
  • Homography matrix
  • Laplacian Pyramid

Acceleration using OpenMP

It can generate panorama image even in small common areas.

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Scanning can be done in all directions. It can combine images that have moved asymmetrically in all directions.

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Panoramic images created from sample microscope images

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