Computer Vision: from Recognition to Geometry
General Info
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Spring 2025 Computer Vision: from Recognition to Geometry |
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General Info
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| Time : Fri. 789 |
| Classroom : EE2-143 |
| Grading : Three Homeworks (60%), Final Project (30%), Class / Talk Participation (10%) |
| All discussions will be held on NTU Cool |
| Instructors : | |
| Prof. Shao-Yi Chien | sychien@ntu.edu.tw |
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Schedule
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| Date | Topic |
| Feb 21 | Introduction to Human Vision System |
| Feb 25 | Lab0 : Python and Basic Image Processing (NumPy + OpenCV) 18:30~20:20 @EE2-106 |
| Feb 28 | Camera basic, Image Formation and Basic Image Processing |
| Mar 7 | Feature Detection and Matching |
| HW #1 is coming! | |
| Mar 14 | Machine Learning Basics (I) |
| Mar 21 | Machine Learning Basics (II) |
| HW #2 is coming! | |
| Mar 28 | Deep Learning Basics |
| Apr 4 | No Class |
| Apr 11 | Segmentation |
| HW #3 is coming! | |
| Apr 18 | Projective Geometry |
| May 2 | Single Camera Geometry / Camera Calibration |
| Final Project is coming! | |
| May 9 | Two-View Geometry |
| May 16 | Dense Motion Estimation / Stereo Matching |
| May 23 | Optical flow + Object Tracking |
| May 30 | 3D Reconstruction / Depth Sensing / Structure From Motion |
| Jun 6 | Final Presentation! |
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TA Information
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| TA Name | HW in charge | Where | Contact |
| Yu-Ching Fan (范宇清) | Each HW, Final | 博理-421 | jackmafan@media.ee.ntu.edu.tw |
| Tzu-Hsuan Lin (林子軒) | HW1 | 博理-421 | zslin@media.ee.ntu.edu.tw |
| Tang-Yi Wang (王瑭毅) | HW2 | 博理-421 | tiwang@media.ee.ntu.edu.tw |
| Yu-Lun Chiang (江宇倫) | HW3 | 博理-421 | ylchiang@media.ee.ntu.edu.tw |
| Meng-Ping Lin (林孟平) | Final | 博理-421 | mplin@media.ee.ntu.edu.tw |