100_syllabus

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Course
Syllabus

Course
Title



Digital Image Processing

Professor


Daw
-
Tung Lin


Category


Graduate Program,
Core Course

Period of Study

:
One

Semester
, Wednesday 9:10AM

12:00AM

Credits

3

Office Hours

10:00AM

12:00AM, Tuesday
Office:

4F15

Course Obje
ctives


The principal objectives of this course is to provide an introduction to basic concepts
and methodologies for digital image processing, and to develop a foundation that can
be used as the basis for further study and research in this field.

Course
Outline

:

1.

Introduction to Image Processing


O v e r v i e w,

F
ou
ndations,

Applications, etc.

2.

Fundamentals of Digital Image


B a s i c C o n c e p t o f D i g i t a l I m a g e s


S p a t i a l R e s o l u t i o n


B r i g h t n e s s R e s o l u t i o n


C o l o r R e s o l u t i o n


F r e q u e n c y T r a n
s f o r m a t i o n

3.

I m a g e E n h a n c e m e n t a n d R e s t o r a t i o n


P i x e l P o i n t P r o c e s s i n g


S i n g l e I m a g e a n d Mu l t i p l e I m a g e s P r o c e s s i n g


S p a t i a l F i l t e r i n g


F r e q u e n c y D o m
ai
n processing


G e o m e t r i c T r a n s f o r m a t i o n

4.
I m a g e A n a l y s i s



S e g m e n t a t i o n



F e a t u r e E x t r a c t i o n



O b j e c t C l a s s i f i c a t i o n

5.


I m a g e C o m p r e s s i o n


L o s s l e s s C o m p r e s s i o n


L o s s y c o m p r e s
s i o n


Textbook:

Digital Image Processing, 2nd ed., Gonzalez and Woods, 2002, Prent
ice Hall

Course Materials:
http://www.csie.ntpu.edu.tw/~dalton

Requirements:

1.

Midterm Exam 20
%

2.

Final Exam 20
%

3.

Two Program Assignments: 15% each

4.

Term Project: 3
0%

5.

Attendance:
-
1% per
absence