影像處理

Image Processing

學期

110-2

學分

3 學分

當期課號

5938

永久課號

IEE5737

開課單位

電子研究所

授課教師

王聖智

校區

光復

類別

選修

上課時間表

節	週一	週四
2 09:00–09:50		影像處理 ED201
5 13:20–14:10	影像處理 ED201 2 節連堂
6 14:20–15:10	影像處理 ED201 2 節連堂

* 根據陽明交大上課時間表所列

概述

Learn the Principles and Basic Techniques of 2-D Image Processing Course Contents: 1. Digital Image Fundamentals 2. Human Visual System 3. Basic Operators 4. Color Science 5. Image Enhancement 6. Image Segmentation 7. Image Restoration 8. Wavelet 9. Morphological Image Processing 10. Representation & Description 11. Image Analysis

先修科目

Good knowledge of Linear Algebra, Signals & Systems and DSP Required to program in C/C++ and Matlab.

教學方式

Offline Lectures: Pre-recorded videos available at E3@NYCU Online Lectures: 13:20 – 15:10 (Monday) at https://meet.google.com/ucy-wgxi-qez Briefing of course outline and lecture contents Announcement of course-related information Question answering Course Link: http://vlab.ee.nctu.edu.tw/course/

評分方式

Homework 50% Final Project 30% Final Exam 20%

週次計畫

週次	主題
第 1 週	• Introduction (15'15") • Human Visual System (1:23'53")
第 2 週	• Digital Image Fundamentals (1:23'13") • Color (Part 1) (1:20'40")
第 3 週	• Color (Part 2) (1:01'13")
第 4 週	• Color (Part 3) (57'32") • Color (Part 4) (57'10") • Basic Operations (Part 1)(51'43")
第 5 週	• Basic Operations (Part 2) (42'55") • Basic Operations (Part 3) (51'41") • Image Enhancement (Part 1) (54'30")
第 6 週	• Image Enhancement (Part 2) (1:21'54") • Image Enhancement (Part 3) (53'57")
第 7 週	• Image Enhancement (Part 4) (48'14") • Image Enhancement (Part 5) (44'10") • Image Restoration (Part 1) (1:00'51")
第 8 週	• Image Restoration (Part 2) (1:28'49")
第 9 週	• Wavelet (Part 1) (1:40'57")
第 10 週	• Wavelet (Part 2) (1:40'41") • Wavelet (Part 3) (1:32'04")
第 11 週	• Image Compression & Watermarking (Part 1) (1:51'33")
第 12 週	• Image Compression & Watermarking (Part 2) (1:18'05") • Image Compression & Watermarking (Part 3) (45'21") • Image Compression & Watermarking (Part 4) (36'30")
第 13 週	• Morphological Image Processing (Part 1) (1:23'55") • Morphological Image Processing (Part 2) (1:06'51")
第 14 週	• Image Segmentation (Part 1) (2:01'02") • Image Segmentation (Part 2) (43'18")
第 15 週	• Image Segmentation (Part 3) (1:01'01") • Image Segmentation (Part 4) (27'19") • Image Segmentation (Part 5) (35'51")
第 16 週	• Final Exam • Feature Extraction (Part 1) (1:20'07") • Feature Extraction (Part 2) (56'02")
第 17 週	• Feature Extraction (Part 3) (1:40'37") • Image Pattern Classification (Part 1) (1:11'21")
第 18 週	• Image Pattern Classification (Part 2) (1:35'22")

教科書

Digital Image Processing, 3rd Edition (An Adapted Version) by R.C. Gonzalez and R.E. Woods, Prentice Hall, 2008.

Office Hours

地點: Rooom 649, Engineering Building IV or by arrangement
時間: Office Hour: 9:00 – 9:50, Thursday or by arrangement
聯絡方式: shengjyh@nycu.edu.tw