课程详述

COURSE SPECIFICATION

以下课程信息可能根据实际授课需要或在课程检讨之后产生变动。如对课程有任何疑问，请联

系授课教师。

The course information as follows may be subject to change, either during the session because of unforeseen

circumstances, or following review of the course at the end of the session. Queries about the course should be

directed to the course instructor.

课程名称 Course Title

数字图像处理 / Digital Image Processing

授课院系

Originating Department

电子与电气工程系 Department of Electrical and Electronic Engineering

课程编号

Course Code

EE326

课程学分 Credit Value

课程类别

Course Type

专业核心课 Major Core Courses

专业选修课 Major Elective Courses

授课学期

Semester

春季 Spring

授课语言

Teaching Language

英文 English

授课教师、所属学系、联系方

式（如属团队授课，请列明其

他授课教师）

Instructor(s), Affiliation&

Contact

（For team teaching, please list

all instructors）

虞亚军，副教授，电子与电气工程系

Associate Professor YU Yajun, Department of Electrical & Electronic Engineering

Email: yuyj@sustech.edu.cn

Tel: 0755-88018557

实验员/助教、所属学系、联系

方式

Tutor/TA(s), Contact

待公布 To be announced

10.

选课人数限额(可不填)

Maximum Enrolment

（Optional）

授课方式

Delivery Method

讲授

Lectures

习题/辅导/讨论

Tutorials

实验/实习

Lab/Practical

其它(请具体注明)

Other（Please specify）

总学时

Total

11.

学时数

Credit Hours

12.

先修课程、其它学习要求

Pre-requisites or Other

Academic Requirements

EE205 信号与系统 Signals and Systems

13.

后续课程、其它学习规划

Courses for which this course

is a pre-requisite

14.

其它要求修读本课程的学系

Cross-listing Dept.

生物医学工程系 / Dept. of Biomedical Engineering

教学大纲及教学日历 SYLLABUS

15.

教学目标 Course Objectives

本课程的教学目标是介绍图像处理的总体领域，理解图像处理在空域和频域的基本算法和实现方式，图像增强，图像的恢

复，彩色图像处理，以及图像分割。

This course develops an overview of the field of image processing, introduces the fundamental spatial domain and

frequency domain image processing techniques and their implements, image enhancement, image restoration,

processing of color images, and image segmentation.

16.

预达学习成果 Learning Outcomes

通过学习这门课程，学生能够

1. 了解图像处理的总体领域，

2. 理解图像处理在空域和时域的基本处理方法和技术

3. 用计算机语言实现图像处理算法

4. 积累经验并且晕晕图像处理算法解决实际问题

5. 查阅最新图像处理文献，对图像处理领域做进一步的研究。

After completing this course, students are able to

1. Have an overview of the field of image processing;

2. Understand the fundamental spatial domain and frequency domain image processing techniques;

3. Implement image processing algorithms using computer languages;

4. Gain experience and apply the image processing algorithms to solve real problems;

5. Read the current image processing research literature and conduct further researches in the area of image

processing.

17.

课程内容及教学日历（如授课语言以英文为主，则课程内容介绍可以用英文；如团队教学或模块教学，教学日历须注明

主讲人）

Course Contents (in Parts/Chapters/Sections/Weeks. Please notify name of instructor for course section(s), if

this is a team teaching or module course.)

1. Introduction of digital image processing, including the principle of imaging, imaging sensing, acquisition, sampling

and quantization. 2hr

2. Digital image fundamentals: Basic relationship between pixels, and mathematical tools used in digital image

processing. 3hr

3. Intensity Transformation and spatial filtering. 6hr

4. Filtering in the frequency domain. 6hr

5. Image restoration and reconstruction. 5hr

6. Color image processing. 3hr

7. Image segmentation. 7hr

18.

教材及其它参考资料 Textbook and Supplementary Readings

Digital Image Processing (3rd Edition) by Rafael C. Gonzalez and Richard E. Woods, Publishing house of Electronics

Industry

课程评估 ASSESSMENT

19.

评估形式

Type of

Assessment

评估时间

Time

占考试总成绩百分比

% of final

score

违纪处罚

Penalty

备注

Notes

出勤 Attendance

课堂表现

Class

Performance

小测验

Quiz

课程项目 Projects

平时作业

Assignments

期中考试

Mid-Term Test

期末考试

Final Exam

期末报告

Final

Presentation

其它（可根据需要

改写以上评估方

式）

Others (The

above may be

modified as

necessary)

20.

记分方式 GRADING SYSTEM

 A. 十三级等级制 Letter Grading

 B. 二级记分制（通过/不通过） Pass/Fail Grading

课程审批 REVIEW AND APPROVAL

21.

本课程设置已经过以下责任人/委员会审议通过

This Course has been approved by the following person or committee of authority