Computer Vision: from Recognition to Geometry
General Info
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Spring 2022 Computer Vision: from Recognition to Geometry |
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General Info
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| Time : Fri. 789 (14:20~17:20) |
| Classroom : EE2-143 |
| Grading : Four Homeworks (60%), Final Project (30%), Class / Talk Participation (10%) |
| Homework delay policy [link] |
| All discussions will be held on NTU Cool [link] |
| Instructors : | |
| Prof. Shao-Yi Chien | sychien@ntu.edu.tw |
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Schedule
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| Date | Topic |
| Feb 18 | Introduction to Human Vision System [slides] [slides] |
| Feb 22 |
Lab0 : Python and Basic Image Processing (NumPy + OpenCV)
[link] Tue. 19:20~20:30 @BL-112 |
| Feb 25 | Camera basic, Image Formation and Basic Image Processing [slides] |
| Mar 4 | Feature Detection and Matching [slides] |
| HW #1 is out! [slides] | |
| Mar 11 | Machine Learning Basics (I) [slides] |
| Mar 18 | Machine Learning Basics (II) [slides] |
| Mar 25 | Deep Learning Basics [slides] |
| HW #2 is out! [slides] | |
| Apr 1 | Segmentation [slides] |
| Apr 8 | Projective Geometry [slides] |
| Apr 15 | Estimation of Transformations [slides] |
| HW #3 is out! [slides] | |
| Apr 22 | Single Camera Geometry / Camera Calibration [slides] [slides] |
| Apr 29 | Two-View Geometry [slides] [slides] |
| May 6 | Dense Motion Estimation / Stereo Matching [slides] |
| HW #4 is out! [slides] [supplementary] | |
| May 13 | Optical flow + Object Tracking |
| May 20 | 3D Reconstruction / Depth Sensing |
| May 27 | Structure from Motion |
| Jun 3 | Holiday |
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Final Project
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| General Info | Product Description [slides] |
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TA Hours
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| TA Name | HW in charge | When | Where | Contact |
| Chih-Ting Liu (劉致廷) | Each HW, Final | contact me through email | 博理-421 | jackieliu@media.ee.ntu.edu.tw |
| Kai-Siang Yang (楊凱翔) | HW1 | Wed. 13:00 - 15:00 | 博理-421 | siangyang@media.ee.ntu.edu.tw |
| Ming-Jhih Sun (孫名志) | HW2 | Wed. 10:00 - 12:00 | 博理-421 | mjsun@media.ee.ntu.edu.tw |
| Shao-Syuan Huang (黃紹軒) | HW3 | Wed. 13:00 - 15:00 | 博理-421 | sshuang@media.ee.ntu.edu.tw |
| Yu-Kai Chen (陳昱愷) | HW4 | Wed. 13:00 - 15:00 | 博理-421 | chenyukai@media.ee.ntu.edu.tw |