電腦視覺
Computer Vision
| 節 | 週一 |
|---|---|
5 13:20–14:10 | 電腦視覺 CM215（歸仁） 3 節連堂 |
6 14:20–15:10 | |
7 15:30–16:20 |
* 根據陽明交大上課時間表所列
This course discusses the core techniques in computer vision, such as video processing, feature extraction, dimension reduction, 3D reconstruction, and object detection and tracking. The goal is to learn the techniques in computer vision, connect to the industry, and apply them to the smart home, autonomous vehicle, defect detection, security monitoring, medical image, etc. The presentation is required by the end of the semester.
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Assignment 40%、Mid-term exam20%、Final exam20%、Report / Presentation 20%
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| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction to Computer Vision 2026-02-23(一) |
| 第 2 週 | Introduction to Camera Models 2026-03-02(一) |
| 第 3 週 | Edge and Line Detection 2026-03-09(一) |
| 第 4 週 | Hough Transform 2026-03-16(一) |
| 第 5 週 | Feature Extraction and Matching 2026-03-23(一) |
| 第 6 週 | Object Detection 2026-03-30(一) |
| 第 7 週 | Day off : Children's Day & Tomb-Sweeping Day holidays 2026-04-06(一) |
| 第 8 週 | Midterm Exam 2026-04-13(一) |
| 第 9 週 | Object Tracking 2026-04-20(一) |
| 第 10 週 | Color Image Processing 2026-04-27(一) |
| 第 11 週 | Guest Lecture 2026-05-04(一) |
| 第 12 週 | Object Segmentation 2026-05-11(一) |
| 第 13 週 | Feature Point Extraction and Matching 2026-05-18(一) |
| 第 14 週 | Gaussian Mixture Model 2026-05-25(一) |
| 第 15 週 | 3D Depth Estimation and Reconstruction 2026-06-01(一) |
| 第 16 週 | Final Exam / Presentation 2026-06-08(一) |
1.G. Shapiro, and G. C. Stockman, Computer vision 2.M. R. Haralick, andL. G. Shapiro, Computer and robot vision
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