Topical outline for EECS 556

-- Background material

1. 2D continuous-space signals & systems (216 in 2D)

2. 2D Fourier transforms

3. Optical imaging basics (elementary Fourier optics and lenses)

4. 2D sampling

5. 2D discrete-space signals & systems (351 in 2D)
	2D DSFT

6. Filter design

7. 2D DFT / 2D FFT / 2D DCT

-- Non-statistical image processing

8. 2D interpolation
	applications: image resizing, rotation, image registration

[Exam 1 about here]

9. Basic image analysis:
	edge detection / corner detection

10. Basic image enhancement:
	contrast enhancement / image sharpening / image denoising

-- Statistical image processing

11. Random process image models
	WSS (wide-sense stationary): image denoising / Wiener filter
	MRF (Markov random fields): image segmentation

[Exam 2 about here]

12. Image restoration (deblurring)

13. Sparsity models:
	image denoising, image deblurring, image compression

14. Image coding / quantization / compression