Class Time and location: TTR 3:55--5:10 PM, RICH 302.

Textbook: A. Jain, Fundamentals of Digital Image Processing, Prentice-Hall, 1989.

References:

1. Rafael C. Gonzalez and Richard E. Woods, Digital Image Processing, Addison Wesley, 2nd/3rd ed., 2002/2007.
2. Oppenheim and Schafer, Discrete-Time Signal Processing, Prentice-Hall, 3rd ed., 2009.

1. Review of elementary digital signal processing techniques
2. Two-dimensional (2D) signals, 2D sampling, and 2D transforms
3. Human visual perception
4. Image/video scanning and display
5. Image enhancement and restoration
6. Image analysis and recognition
7. Image and video coding

1. Image enhancement (deinterleaving, demosaicking)
2. Halftoning (error diffusion for image printing)
3. 2-D DFT, DCT and biorthogonal wavelet transforms
4. Fun with filters (smoothing and edge detection)
5. Image coding: JPEG, JPEG-2000 and JPEG-XR
6. Motion estimation and video coding (MPEG-2, H.264 and HEVC/H.265)
7. Networked multimedia
8. Distributed methods in image/video coding

Color images: lena, baboon, peppers.

HW assignments:

1. HW1 & Lab1: Preliminaries
2. Lab2: HVS
3. Lab3: Digital Interpolation and Decimation; fft.c
4. HW2 & Lab4: 2-D Sampling and Digital Halftoning
5. Lab5: Fourier Transform Manipulations
6. Notes on Multiresolution Analysis and Wavelets
7. Lab6: 2-D DCT; dct.c idct.c
8. HW3 & Lab7: Image transforms, reconstruction from projections, and morphology
9. Lab8: Image Enhancement; peppers , seeds
10. Lab9: Image Recovery; lena256
11. HW4 & Lab10: DCT-based image/video coding, JPEG , MPEG-2 , H.263