CS 474/674, Fall 2003, Prof. C. G. Looney Midterm Examination Topics 1. PGM image files, packed (raw) and ASCII 2. Contrast stretching and contraction (linear/nonlinear) 3. Point processing transformations 4. Histograms, what histograms indicate about images 5. Histogram equalization with Matlab 6. Statistical method for changing gray level 7. Area processing, mask convolution 8. Smoothing 9. Sharpening 10. Median filtering of speckle noise & Matlab median filtering 11. Use of Matlab for mask convolution 12. Derivatives, edge detection, hedged Laplacians 13. Matlab edge detection 14. Thinning,thinning with Matlab 15. Image registration for nonlinear alignment 16. Rotation & translation of images 17. Registration with Matlab 18. Fusion of frames, addition, subtraction, multiplication, ratios, pixel ORing and ANDing, differencing for motion detection 19. Subtraction, multiplication with Matlab 20. Segmentation by multiple thresholding 21. Segmentation by clustering 22. Binary morphological methods (eroding, dilating, opening, closing) 23. Boundarizing operations, subtraction of eroded image from closed image 24. Multiple opening/closures and thresholding for segmentation 25. Boundarizing with Matlab function, e.g., Im2 = bwmorph(Im1,'remove')