電腦視覺
Computer Vision
| 節 | 週一 |
|---|---|
2 09:00–09:50 | 電腦視覺 CM215（歸仁） 3 節連堂 |
3 10:10–11:00 | |
4 11:10–12:00 |
* 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 Link: https://meet.google.com/czm-jktx-apj 2025-09-01(一) |
| 第 2 週 | Introduction to Camera Models 2025-09-08(一) |
| 第 3 週 | Edge and Line Detection 2025-09-15(一) |
| 第 4 週 | Hough Transform 2025-09-22(一) |
| 第 5 週 | Feature Extraction and Matching 2025-09-29(一) |
| 第 6 週 | Day Off: Mid-Autumn Festival 2025-10-06(一) |
| 第 7 週 | Object Detection 2025-10-13(一) |
| 第 8 週 | Midterm Exam 2025-10-20(一) |
| 第 9 週 | Object Tracking 2025-10-27(一) |
| 第 10 週 | Color Image Processing 2025-11-03(一) |
| 第 11 週 | Guest Lecture 2025-11-10(一) |
| 第 12 週 | Object Segmentation 2025-11-17(一) |
| 第 13 週 | Feature Point Extraction and Matching 2025-11-24(一) |
| 第 14 週 | Gaussian Mixture Model 2025-12-01(一) |
| 第 15 週 | 3D Depth Estimation and Reconstruction 2025-12-08(一) |
| 第 16 週 | Final Exam / Presentation 2025-12-15(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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