EE 225B Digital Image Processing
09:30-11:00 AM | 203 McLaughlin
Instructor Avideh Zakhor
EE 225B - Spring 2007 - 2-D sequences and systems, separable systems, projection slice thm, reconstruction from projections and partial Fourier information, Z transform, different equations, recursive computability, 2D DFT and FFT, 2D FIR filter design; human eye, perception, psychophysical vision properties, photometry and colorimetry, optics and image systems; image enhancement, image restoration, geometrical image modification, morphological image processing, halftoning, edge detection, image compression: scalar quantization, lossless coding, huffman coding, arithmetic coding dictionary techniques, waveform and transform coding DCT, KLT, Hadammard, multiresolution coding pyramid, subband coding, Fractal coding, vector quantization, motion estimation and compensation, standards: JPEG, MPEG, H.xxx, pre- and post-processing, scalable image and video coding, image and video communication over noisy channels.
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09:30 AM - 11:00 AM PST | Classes begin 10 minutes after scheduled start time.
|  | | | Wed 1/17 | EE 225B - Lecture 1 |
|  | | | Fri 1/19 | Systems and Differences Between One and Multi Dimensional Signal Processing |
|  | | | Wed 1/24 | Fourier Transform Continued and Tomography |
|  | | | Fri 1/26 | Reconstruction of 2-D Signals from Partial Fourier Information |
|  | | | Wed 1/31 | EE 225 - Lecture 5 - No Webcast |
|  | | | Fri 2/2 | Detour into Numerical Analysis |
|  | | | Wed 2/7 | Reconstruction of Single and Multidimensional Signals from Level Crossings |
|  | | | Fri 2/9 | DFT Computation |
|  | | | Wed 2/14 | Filter Specs |
|  | | | Fri 2/16 | 2D FIR Filter Design Using Transformation |
|  | | | Wed 2/21 | Light as Electromagnetic Wave |
|  | | | Fri 2/23 | Image Enhancement |
|  | | | Wed 2/28 | Image Formation and Camera Models |
|  | | | Fri 3/2 | Mathematical Aspects/Derivation of Histogram Equalization |
|  | | | Wed 3/7 | Local Enhancements Using Local Histogram Analysis |
|  | | | Fri 3/9 | Image Enhancement |
|  | | | Wed 3/14 | Image Restoration |
|  | | | Fri 3/16 | Image Restoration (cont.) |
|  | | | Wed 3/21 | Weiner Filtering |
|  | | | Fri 3/23 | Image Restoration |
| | | | Wed 3/28 | EE 225B - Lecture 21 - Spring Break |
| | | | Fri 3/30 | EE 225B - Lecture 22 - Spring Break |
|  | | | Wed 4/4 | Basics of Image Coding and Basic Methods for Image Restoration and Identification |
| | | | Fri 4/6 | No Webcast |
|  | | | Wed 4/11 | Dr. Allen Yang - Image Segmentation Via Data Compression |
|  | | | Fri 4/13 | Student Presentations |
|  | | | Wed 4/18 | Methods of Bit Assignment |
|  | | | Fri 4/20 | Mr. Stephen Beck - Real World Application of Vector Quantizing Video Data Compression for Low MIPS Portable Video Player Using Semiconductor Memory |
|  | | | Wed 4/25 | Transform Image Coding (high and low resolution) |
| | | | Fri 4/27 | EE 225B - Lecture 30 - No Webcast |
|  | | | Wed 5/2 | Pyramid Coding and Subband Coding Lossy Image Compression by Dr. Zhu Liu |