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 24 | Introduction to Human Vision System |
| Mar 1 | Lab0 : Python and Basic Image Processing (NumPy + OpenCV) 18:30~20:00 @BL-113 |
| Mar 3 | Camera basic, Image Formation and Basic Image Processing |
| Mar 10 | Feature Detection and Matching |
| HW #1 is out! | |
| Mar 17 | Machine Learning Basics (I) |
| Mar 17 | Machine Learning Basics (II) |
| Mar 24 | Deep Learning Basics |
| HW #2 is out! | |
| Apr 7 | Segmentation |
| Apr 14 | Projective Geometry |
| Apr 21 | Estimation of Transformations |
| HW #3 is out! | |
| Apr 28 | Single Camera Geometry / Camera Calibration |
| May 5 | Two-View Geometry |
| May 12 | Dense Motion Estimation / Stereo Matching |
| HW #4 is out! | |
| May 19 | Optical flow + Object Tracking |
| May 26 | 3D Reconstruction / Depth Sensing |
| Jun 2 | Structure from Motion |
| Jun 9 | Final Presentation! |
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TA Information
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| TA Name | HW in charge | Where | Contact |
| Yu-Kai Chen (陳昱愷) | Each HW, Final | 博理-421 | chenyukai@media.ee.ntu.edu.tw |
| Tzu-Chieh Liu (劉子傑) | Final | 博理-421 | tzujliu@media.ee.ntu.edu.tw |
| Hsin-Yu Chen (陳欣妤) | HW1 | 博理-421 | hychen@media.ee.ntu.edu.tw |
| Yung-Wei Fan (范詠為) | HW2 | 博理-421 | ywfan@media.ee.ntu.edu.tw |
| Chia-Fu Liu (劉家甫) | HW3 | 博理-421 | cfliu@media.ee.ntu.edu.tw |
| 乂卍OoSmile奕勳oO卍乂 | HW4 | 博理-421 | smilel6g84@media.ee.ntu.edu.tw |