Computer Vision: from Recognition to Geometry
General Info
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Spring 2023 Computer Vision: from Recognition to Geometry |
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General Info
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| Time : Fri. 789 |
| Classroom : EE2-143 |
| Grading : Four 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 23 | Introduction to Human Vision System |
| Mar 1 | Camera basic, Image Formation and Basic Image Processing |
| Mar 4 | Lab0 : Python and Basic Image Processing (NumPy + OpenCV) 18:30~20:00 @BL-113 |
| Mar 8 | Feature Detection and Matching |
| HW #1 is out! | |
| Mar 15 | Machine Learning Basics |
| Mar 22 | Deep Learning Basics |
| Mar 29 | Recognition |
| HW #2 is out! | |
| Apr 5 | No Class |
| Apr 12 | Segmentation |
| Apr 19 | Projective Geometry |
| HW #3 is out! | |
| Apr 26 | Estimation of Transformations |
| May 3 | Single Camera Geometry / Camera Calibration |
| May 10 | Two-View Geometry |
| HW #4 is out! | |
| May 17 | Dense Motion Estimation / Stereo Matching |
| May 24 | Optical flow + Object Tracking |
| May 31 | 3D Reconstruction / Depth Sensing / Structure From Motion |
| Jun 7 | Final Presentation! |
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TA Information
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| TA Name | HW in charge | Where | Contact |
| Yu-Kai Hsieh (謝郁楷) | Each HW, Final | 博理-421 | ykhsieh@media.ee.ntu.edu.tw |
| Tzu-Hsuan Lin (林子軒) | Final | 博理-421 | zslin@media.ee.ntu.edu.tw |
| 卍乂爻Ww潘Frank軒wW爻乂卐 | HW1 | 博理-421 | shpan@media.ee.ntu.edu.tw |
| Yung-Wei Fan (范詠為) | HW2 | 博理-421 | ywfan@media.ee.ntu.edu.tw |
| Yu-Jen Chen (陳昱仁) | HW3 | 博理-421 | albert@media.ee.ntu.edu.tw |
| Chia-Wei Chen (陳嘉偉) | HW4 | 博理-421 | cwchen@media.ee.ntu.edu.tw |