Department
of Electrical Engineering - Columbia University
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ELEN E4830 - Spring 2007DIGITAL IMAGE PROCESSING |
Course outline
Course outline
This page contains links for the slide packs, homework/solutions and
other reading materials. HWs are devided into two types with the following
shorthand: PS-"analytical problem sets" and EXP-"experimental".
The content of this page will be updated throughout the semester, please
check back regularly.
| Lecture | Date | Topic | Instructor | Chapter in GW | Lecture Notes | HW | Dues | Other Materials |
| 1 | 2007-01-22 | Introduction and matlab tutorial | SE, LX | 1 | (1) introduction, (2) matlab and other tools | (1) pre-requisite refresher, (2) MATLAB Tutorial on Matrix Manipulation | ||
| 2 | 2007-01-29 | Digital image fundamentals | SE | 2 | notes (pdf) demo (ppt) | PS1,
EXP1 |
example images available at courseworks. | |
| 3 | 2007-02-05 | Gray-level and color image processing | SE | 3,6 | notes (pdf, ppt) | PS2 | ||
| 4 | 2007-02-12 | Image enhancement in spatial domain | SE | 3,6 | notes (pdf) | PS1 | ||
| 5 | 2007-02-19 | Image transform and frequency domain enhancement | LX | 4 | notes (pdf) | PS3, EXP2 | ps2 & exp1 | the matlab demo shown in class is here, additional readings from Jain's book is posted on courseworks. |
| 6 | 2007-02-26 | More image transform, wavelets | LX | 7 | notes (pdf) | |||
| 2007-03-05 | midterm | sample midterms (1, 2), solutions (1, 2) | ps3 solution posted on courseworks | another explanation about laplacian operators (from HUT.fi) | ||||
| 2007-03-12 | spring break, no class | |||||||
| 7 | 2007-03-19 | Image restoration | LX | 5 | notes (pdf) | PS4 | ||
| 8 | 2007-03-26 | Morphorlogical image processing | SE | 9 | notes (pdf) | EXP3 (doc,
pdf), PS5 |
EXP2 due 03/26, PS4 due 03/28 |
|
| 9 | 2007-04-02 | Image segmentation | SE | 10 | notes (pdf) | |||
| 10 | 2007-04-09 | Image descriptors | SE | 11 | notes (pdf) | PS5 due 04/12 | ||
| 11 | 2007-04-16 | Object recognition | LX | 12.1-12.2 | notes (pdf) | PS6 assigned | the introduction from the ICCV'05 short course on object recognition. | |
| 12 | 2007-04-23 | Image compression | LX | 8 | notes (pdf) | PS7 | PS6 due 04/25 10am | |
| 13 | 2007-04-30 | Image processing applications | LX | notes (pdf, notes from min wu) | PS7 due 05/03 | readings chapter 10 in Jain (hardcoyp available) | ||
| 2007-05-07 |
Final | 7:10 - 10:10 pm, Mudd 337, Good Luck! | ||||||
Lexing Xie <xlx at ee.columbia.edu>
Last updated: 2007-04-16 18:07