Neural network CNN Faster R CNN dynamic programming high-pass filter, Image description Active contour model Edge-based image segmentation Region-based image segmentation Image restoration
教學目標Course Objectives
本課程目標為介紹醫學影像處理及分析的基礎知識及技術。
In this lecture some basic knowledge and technique will be issued. The goal of this lecture is teaching students some techniqe of medical image processing and medical image analysis
先修科目Prerequisites
無
None
教學方式Teaching Methods
同步教學(使用虛擬教室如：Moodle同步教室、Google Meet、Microsoft Classroom等)
Synchronous Online Learning
線上教學(如磨課師、翻轉教學)
Online teaching, e.g., MOOCs, Flipped classroom, SPOCs
講課
Lecturing
學生實作
Student hands-on practice
學生上台報告、角色演練
Oral presentation, Role playing
評量方式Assessment
期中報告
Midterm report
期末報告
Final report
出席狀況
Class attendance
課堂參與與表現
Class involvement
midterm report 50% final report 50%
參考書目Reference
Image processing, principles and applications Tinku Acharya and Ajoy K. Ray, Wiley-Interscience Digital image processing using matlab, Rafael C. Gonzalez and Richard E. Woods,