Week 2 : 03/10 Image Filtering (王)

Week 3 : 03/17 Edge Detection (王)

Lecture Note : Edge Detection (GSlide, PDF)

Homework : P1 Manipulating Pixels

Readings :

Week 4 : 03/24 醫學影像專題:Computer Vision for COVID-19 (王)

Week 5 : 03/31 Spring Holiday

Week 6 : 04/07 Corner Detection (Harris) (王) (遠距同步視訊)

Lecture Note : Corner Detection - Harris (GSlide, PDF)

Homework : P3 Image Filtering and Edge Detection

Readings :

Week 7 : 04/14 Keypoints Feature Descriptor (王) (遠距同步視訊)

Lecture Note : Keypoints Feature descriptor (GSlide, PDF)

Homework : R1: Harris corner detector

Readings :


Week 8 : 04/21 Keypoints Feature Matching (王) (遠距同步視訊)

Lecture Note : Keypoints Feature Matching (GSlide, PDF)

Homework : P4 Harris Corner Detection

Readings :

Week 09 : 04/28 醫學影像專題:醫師授課 (Midterm week) (王) (SF738) (海報)

講題:醫學影像在青光眼疾病臨床照護之角色 (PDF, restricted access)

內容: 1. 眼科青光眼基本知識 2. 影像在青光眼診斷上 3. 目前醫學界與工程界結合的人工智慧,協助醫師診斷 4. 未來努力方向

Week 10 : 05/05 Image Alignment (王) (遠距同步視訊) (Project Announcement)

Lecture Note : Image Alignment (GSlide, PDF)

Homework : None. Project Announcement

Readings :

Week 11 : 05/12 Camera (王) (遠距同步視訊)

Lecture Note : Camera (GSlide, PDF)

Project team and title : Fill-in Google sheet

Readings :

Week 12 : 05/19 Stereo (王) (遠距同步視訊) (Project confirmation)

Lecture Note : Stereo -Introduction (GSlide, PDF), CV Applications: 3D

Project team and title : Google sheet completed

Readings :

Week 13 : 05/26 Feature Extraction and Selection (李)

Week 14 : 06/02 Feature Extraction and Selection (李)

PDF

PCA Example code for face analysis : This is an example of Principal Component Analysis on face recognition and analysis programming in python for your reference.

Week 15 : 06/09 Image Segmentation (李)

Week 16 : 06/16 Image Segmentation (李)

Week 17 : 06/23 醫學影像專題:醫師授課 (SF738) (李) SF738 (海報)

Essential Concepts about Medical Imaging

蔡志文醫師 , 台中榮總放射線部部主任

Week 18 : 06/30 Project Presentation (王、李) SF738