DrBurlao
May 21st, 2023
19
0
Never
This is comment for paste DeconvolutionScript: Wiener
Not a member of Pastebin yet? Sign Up, it unlocks many cool features!
  1. The provided code is an implementation of a deconvolution algorithm using the Wiener space regularization technique in ImageJ. Here's a summary of what it does:
  2.  
  3. 1. It checks if there are open images in ImageJ. If there are no open images, it logs a message indicating that.
  4. 2. If there are open images, it logs a message indicating the start of the deconvolution process.
  5. 3. It defines a regularization parameter for the deconvolution process.
  6. 4. For each open image, it performs the following steps:
  7. a. Retrieves the original image.
  8. b. Creates a duplicate of the original image to store the deconvolved result.
  9. c. Retrieves the image processors for the original and deconvolved images.
  10. d. Calculates the power spectrum of the original image.
  11. e. Calculates the Wiener filter based on the power spectrum and the regularization parameter.
  12. f. Performs convolution on the original image using the Wiener filter.
  13. g. Updates the pixels of the deconvolved image with the convolved result.
  14. h. Displays the deconvolved image.
  15. 5. If an error occurs during the processing of an image, it logs an error message and prints the stack trace.
  16. 6. Once all images have been processed, it logs a message indicating the end of the image processing.
  17.  
  18. The code also includes two helper functions:
  19. 1. `calculatePowerSpectrum`: Calculates the power spectrum of an image by converting it to a float processor, scaling the pixel values, performing FFT transformation, swapping quadrants, taking the logarithm, and returning the resulting float processor.
  20. 2. `calculateWienerFilter`: Calculates the Wiener filter based on a power spectrum and a regularization parameter. It computes the filter for each pixel by dividing the power by the sum of the power and the regularization value, and returns a float processor containing the filter values.
  21.  
  22. Overall, this code performs deconvolution using the Wiener space regularization algorithm on open images in ImageJ.
Advertisement
Add Comment
Please, Sign In to add comment