Computer Vision: from Recognition to Geometry
General Info
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Spring 2021 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 |
| Course Video Record : | |
| Link |
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Grading
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| Participation & HW |
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Schedule
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| Date | Topic |
| Feb 26 | Introduction to Human Vision System [slides] [slides] |
| Mar 3 |
Lab0 : Python and Basic Image Processing (NumPy + OpenCV)
[link] (Wed. 19:20~20:30 @BL-112) |
| Mar 5 | Camera basic, Image Formation and Basic Image Processing [slides] |
| Mar 12 | Feature Detection and Matching [slides] |
| HW #1 is out! [slides] | |
| Mar 19 | Machine Learning Basics (I) [slides] |
| Mar 26 | Machine Learning Basics (II) [slides] |
| Apr 2 | Holiday! |
| Apr 9 | Deep Learning Basics [slides] |
| HW #2 is out! [slides] | |
| Apr 23 | Segmentation [slides] |
| Apr 30 | Projective Geometry [slides] |
| Apr 30 | Estimation of Transformations [slides] |
| May 7 | Single Camera Geometry / Camera Calibration [slides] [slides] |
| HW #3 is out! [slides] | |
| May 14 | Two-View Geometry [slides] [slides] |
| May 21 | Dense Motion Estimation / Stereo Matching [slides] |
| May 28 | Structure from Motion |
| HW #4 is out! [slides] [supplementary] | |
| Jun 4 | 3D Reconstruction / Depth Sensing |
| Jun 11 | Optical flow + Object Tracking |
| Jun 18 | Advanced Topics in CV |
| Jun 25 | Final Project Presentation |
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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 (Microsoft) | contact me through email | 博理-421 | jackieliu@media.ee.ntu.edu.tw |
| Tsai-Shien Chen (陳在賢) | HW1, HW4 | Thu. 15:30 - 17:00 | 博理-421 | tschen@media.ee.ntu.edu.tw |
| Bo-Ying Chen (陳柏穎) | HW2 | Thu. 14:00 - 15:30 | 博理-421 | byc@media.ee.ntu.edu.tw |
| Hua-Yang Weng (翁華揚) | HW3 | Thu. 14:00 - 15:30 | 博理-421 | huayang@media.ee.ntu.edu.tw |
| Wen-Tsung Hsieh (謝汶璁) | HW1, HW4, Final (MTK) | Tue. 13:00 - 14:30 | 博理-421 | wthsieh@media.ee.ntu.edu.tw |