ECE/CS 533 Digital Image Processing

Tentative Fall 2006 Course Outline



Discussion Sessions (DS) will include lectures (attendance required) and TA provided discussions (attendance optional).

arithmetic coding, run-length coding, Image and video compression standards: JPEG and MPEG
Date  Text Topics  Assignment &
Discussion session
9/6, 7(DS), 8 Chapter 1, notes Introduction to Digital Image Processing, examples of image processing; Brief review of 2D linear system theory, probability and random variables HW1
9/11, 13, 15 2.3-2.4, 6.1-6.2, notes Human visual system and Visual Psychophysics, image acquisition, sampling and quantization 9/14 (DS): HW1
9/18, 20, 21 (DS), 22 3.1-3.8, 4.2-4.4, 4.6 Color fundamentals, color models; Image Enhancement: Gray-level transform, histogram processing, arithmetic/logic operation, Spatial filtering, 2D Fourier transform, Frequency domain smoothing, sharpening, implementation details,  
9/25, 27 5.1-5.3 Image degradation model, Noise models, restoration using spatial filtering with noise only degradation, Review for midterm HW1 due 9/25, HW 2, 9/28 (DS): Review of Midterm #1
F, 9/29, 7:15-8:30 PM Midterm 1 Cover up to 9/22 materials, 75 minutes Room: 2535 Engr. Hall
10/6 5.5-5.7 Linear, shift-invariant degradataion, inverse filtering, 10/5 (DS): HW#2
10/9, 11, 12(DS), 13 5.8 - 5.11, 2.5, 9.1 Wiener filtering, constrained lesat square filters, geometric transofrmation, basic pixel relations, set theory, logic operators HW#2 due on 10/19, HW#3
10/16, 18, 20   no lectures this week 10/19 (DS): Review of Chap. 5
10/23, 25, 26(DS), 27 9.2-9.5, 10.1 Morphological image processing, point, line and edge detection  
10/30, 11/1, 2(DS), 3 10.2 - 10.4 edge linking, boundary detection, hough transform, thresholding, region segmentation,  
11/6, 8 10.4 - 10.5, 11.1 morphological watersheds, motion segmentation Representation, chain code, signature, boundary segment, HW#3 due 11/6, HW#4, 11/9 (DS): Review of Midterm #2, Project proposal due 11/8
F, 11/10, 7:15-8:30 PM Midterm 2 Cover up to 11/3 materials, 75 minutes Room: 2535 Engr. Hall
11/13, 15, 17 11.2, 8.2 - 8.4 skeleton, Boundary descriptors, shape numbers, Fourier descriptors, statistical moments; Elements of information theory, Lossless and Lossy coding, Huffman coding, 11/16(DS): HW#4, HW#4 due 11/29, HW#5
11/20, 22 8.5 - 8.6 ThanksGiving 11/23-26
11/27, 29, 12/1 7.1, 7.3, notes multi-resolution processing, discrete wavelet transform 11/30 (DS), HW#5 due 12/13
12/4, 6, 8   TBD  
12/11, 13, 15   Project presentation  
R, 12/21, 2:45-4:45 PM Final Exam Comprehensive 1610 Engr. Hall

Last Modified: November 20, 2006

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