Topics for EECS 556 (with corresponding Chapters from Lim if applicable) * L continuous-space 2D signals & systems (316 in 2D) PSF, convolution, Fourier transform, sampling, ... * L optical imaging basics (elementary Fourier optics and lenses) * 1 discrete-space signals, systems, Fourier transforms (451 in 2D) . 2 Z-transform (extremely brief) . 4 FIR filters just 4.0, 4.1, 4.2 . 5 IIR filters skim if interested... * 3 DFT / DCT / FFT all but 3.3.4, 3.4.2,3,4 * 8 Image enhancement nonlinear filtering, edge detection, interpolation . 6 spectral estimation ! 6.1.2 random processes ! 6.1.4 noncausal Wiener filter * 7 Image processing basics ! 9 Image restoration ! 9.2. Wiener filter ! L Statistical image models (markov random fields) ! L Statistical image restoration methods ! L Image reconstruction * 10 Image coding ! 10.1 quantization sections/chapters marked with * will be covered "completely" sections with ! indicate random processes needed L indicates lecture notes .