Fall 2009
Instructor:
殷堂凱, Department
of Computer Science and Information Engineering
Office hours: Monday 1:00-4:00 P.M.
Office: 管院 623
Phone: 07-5919515
Email: tkyin@nuk.edu.tw
http://www.csie.nuk.edu.tw/~tkyin/
TA Office Hours:
Time:
Lectures: Monday 2-4
Location:
Lectures: 法學院 107, Labs: 法學院 414
Objectives:
Introduce wavelets and their applications in image compression.
Lecture content:
1. Wavelet bases
2. Compression and sparse transform codes in bases
Lecture syllabus:
|
Lecture |
Date |
Subject |
Note |
|
1 |
9/14 |
Lab 1 |
|
|
2 |
9/21 |
Orthogonal wavelet bases, classes of wavelet bases |
|
|
3 |
9/28 |
Lab 2 |
Lab HW1 given |
|
4 |
10/5 |
Wavelets and filter banks, biorthogonal wavelet bases, |
HW1 given |
|
5 |
10/12 |
Lab 3 |
Lab HW2 given |
|
6 |
10/19 |
Wavelet bases on an interval, separable wavelet bases |
HW2 given |
|
7 |
10/26 |
Lab 4 |
Lab HW3 given |
|
8 |
11/2 |
Linear approximations, nonlinear approximations |
|
|
9 |
11/9 |
Midterm exam |
|
|
10 |
11/16 |
Sparse image representations |
|
|
11 |
11/23 |
Lab 5 |
Lab HW4 given |
|
12 |
11/30 |
Transform coding, distortion rate of quantization |
HW3 given |
|
13 |
12/7 |
Lab 6 |
Lab HW5 given |
|
14 |
12/14 |
High bit rate compression, sparse signal compression |
HW4 given |
|
15 |
12/21 |
Lab 7 |
Lab HW6 given |
|
16 |
12/28 |
Image-compression standards |
|
|
17 |
1/4 |
Lab 8 |
Lab HW7 given |
|
18 |
1/11 |
Final exam |
|
Grade:
Textbook:
A Wavelet Tour of Signal Processing: The Sparse Way, Third Edition, by Stephane Mallat, Academic Press, 2009. , 全華代理
Reference:
Digital Image Processing, Third Edition, by Rafael C. Gonzalez and Richard E. Woods, Prentice Hall, 2008. 歐亞圖書代理