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 |
| Mar 6 | Introduction to Human Vision System |
| HW #1 is coming! | |
| Mar 10 | Lab0 : Python and Basic Image Processing (NumPy + OpenCV) 18:30~20:00 @BL-113 |
| Mar 13 | Camera basic, Image Formation and Basic Image Processing, Feature Detection and Matching |
| Mar 20 | Machine Learning Basics |
| Mar 27 | Deep Learning Basics |
| HW #2 is coming! | |
| Apr 3 | No Class |
| Apr 10 | Segmentation |
| Apr 17 | Projective Geometry |
| Apr 24 | Estimation of Transformations |
| HW #3 is coming! | |
| May 1 | No Class |
| May 8 | Single Camera Geometry / Camera Calibration |
| May 15 | Two-View Geometry |
| Final project is coming! | |
| May 22 | Dense Motion Estimation / Stereo Matching |
| May 29 | Optical flow + Object Tracking |
| Jun 5 | 3D Reconstruction / Depth Sensing / Structure From Motion |
| Jun 12 | Final Presentation! |
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TA Information
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| TA Name | HW in charge | Where | Contact |
| Fu-Sheng Yu (于富昇) | Each HW, Final | 博理-421 | fushengyu@media.ee.ntu.edu.tw |
| Chen Yi-Fan (陳奕帆) | HW1 | 博理-421 | piguheren@media.ee.ntu.edu.tw |
| Yu-Ching Fan (范宇清) | HW2 | 博理-421 | jackmafan@media.ee.ntu.edu.tw |
| Yu-Xiang Huang (黃昱翔) | HW3 | 博理-421 | kevin@media.ee.ntu.edu.tw |