Abstract/Syllabus:
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EE 225B Digital Image Processing
09:30-11:00 AM | 203 McLaughlin
Instructor Avideh Zakhor
EE 225B: Digital Image Processing - Spring 2006. 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. Lectures available as streaming video at webcast.berkeley.edu/courses.
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Wed 1/18 |
Course Overview |
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Fri 1/20 |
No Webcast |
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Wed 1/25 |
Tomography |
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Fri 1/27 |
Reconstruction of 2-D Signals from Partial Fourier Information |
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Wed 2/1 |
Detour into Numerical Analysis |
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Fri 2/3 |
Reconfiguration of M-D Signals From Zero Crossings |
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Wed 2/8 |
Filters (LSI System) |
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Fri 2/10 |
How to Choose B.C. for 2D D.L.C.C.D.E. |
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Wed 2/15 |
Computing DFT |
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Fri 2/17 |
Filter Specs |
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Wed 2/22 |
Example of 2D FIR |
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Fri 2/24 |
2D Filter Design Using Transformation |
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Wed 3/1 |
Human Visual System |
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Fri 3/3 |
Image Enhancement |
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Wed 3/8 |
Mathematical Aspects/Derivation of Histogram Equalization |
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Fri 3/10 |
Local Enhancements Using Local Histogram Analysis |
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Wed 3/15 |
Image Enhancements |
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Fri 3/17 |
Image Restoration |
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Wed 3/22 |
Image Restoration continued |
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Fri 3/24 |
Restoration |
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Wed 3/29 |
Spring Break |
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Fri 3/31 |
Spring Break |
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Wed 4/5 |
Image Restoration (con't) |
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Fri 4/7 |
Image Restoration: Deblurring |
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Wed 4/12 |
Image Restoration cont., |
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Fri 4/14 |
Image Coding |
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Wed 4/19 |
Image Compression |
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Fri 4/21 |
DPCM |
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Wed 4/26 |
Discrete Cosine Transform and it's Use in Image Compression |
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Fri 4/28 |
DCT, JPEG |
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Wed 5/3 |
Multiresolution Coding: Pyramid, Subband, Wavelet |
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