Spring 2011
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: Tuesday 5-7
Location:
Lectures: 法學院 106, Labs: 法學院 600
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 |
2/22 |
Orthogonal wavelet bases |
|
|
2 |
3/1 |
Orthogonal wavelet bases |
|
|
3 |
3/8 |
Lab 1 |
HW1 and Lab HW1 given |
|
4 |
3/15 |
Classes of wavelet bases |
|
|
5 |
3/22 |
Lab 2 |
HW2 and Lab HW2 given |
|
6 |
3/29 |
Wavelets and filter banks |
|
|
7 |
4/5 |
Biorthogonal wavelet bases, |
Spring break |
|
8 |
4/12 |
Lab 3 |
Lab HW3 given |
|
9 |
4/19 |
Midterm exam |
|
|
10 |
4/26 |
Wavelet bases on an interval |
|
|
11 |
5/3 |
Separable wavelet bases |
|
|
12 |
5/10 |
Lab 4 |
HW3, Lab HW4, and Project given |
|
13 |
5/17 |
Transform coding, distortion rate of quantization |
|
|
14 |
5/24 |
High bit rate compression, sparse signal compression |
|
|
15 |
5/31 |
Lab 5 |
Lab HW5 given |
|
16 |
6/7 |
Image-compression standards |
|
|
17 |
6/14 |
Project demo, Lab |
Project due |
|
18 |
6/21 |
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