EE715 course materials (5/23/2005):

Syllabus

Class notes:

The class notes can be downloaded as Acrobat file (*.pdf) or Postscript file (*.ps). You need Ghostview software to view the document. It is available on all the University unix machines. To download free ghostview software to view postscript file on Microsoft Window PC, you can visit the following web site, GHOSTVIEW. For the PDF file, you need Acrobat reader version 3.01 to view the file.

 2-D Sampling Theory: (PDF file) download; (PS file) download

 Camera model: (PDF file) Part A; (PDF file) Part B

 Image Enhancement: (PDF file) Content

  Histogram Modification (PDF file) download

  Color Image Processing (PDF file) download (CIE color chart) (PS file) download

  Frequency Selective Filter (PDF file) download

  Median and other Rank-Order filter (PDF file) download

Homomorphic Filtering (PDF file) download; (PS file) download

 Image Transforms: (PDF file) download; (PS file) download

 Image Compression Standards: (PDF file) download; (PS file) download

 Vector Quantization: (PDF file) download; (PS file) download

Laplacian-Gaussian Edge Detection Algorithms

Hough Transform

Morphological Transform

 Motion Estimation: (PDF file) download

Discrete Frame Theory and Image Processing: (PDF file) download

Links to image files:

256x256 monochrome images: baboon256.dat, lenna.dat, boat256.dat, house.dat, pepper256.dat, penn.dat, truck256.dat, tiffany256.dat, f16.dat, couple256.dat, wheel256.dat, and aerial256.dat.

512x512 monochrome images: aerial.dat, truck.dat, wheel.dat.

256x256 color images: house.blu, house.grn, house.red, couple.blu, couple.grn, couple,red, jelly.blu, jelly.grn, jelly.red.

512x512 color images: lenna.blu, lenna.grn, lenna.red, pepper.blu, pepper.grn, pepper.red, f_16.blu, f_16.grn, f_16.red, baboon.blu, baboon.grn, baboon.red, boat.blu, boat.grn, boat.red, tiffany.blu, tiffany.grn, tiffany.red.

Video Sequence (Sun Raster Files): Taxi.-1, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19; Rubic.-1, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19; Nasa.-1, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19. You can use rastload.m file to load any number of frames into your code starting at any frame. showvideo.m is a file to show how to use the rastload( ) function and display the loaded frames as video images.

Some sample m-files: byteload.m, dctbsmtt.m, morph_ee715.m, rastload.m, showvideo.m

Assignments:

1. Computer Problem I: Part A: (Due 2^nd class of 2^nd week); Part B: (Due 1^st class of 3^rd week) (Part A) answer and code; (Part B) answer and code.
2. Computer Problem II: Image Enhancement Techniques (Due 1^st class of 4^th week) histogram/entropy (code); Frequency selective filters (code)
3. Computer Problem III: Image transform and JPEG compression (Due 1^st class of 6^th week)
4. Computer Problem IV: Image feature extraction (Due 1^st class of 8^th week) (LGcode) and (Houghcode and Hough_function)