Computer Vision: from Recognition to Geometry
General Info
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Fall 2018 Computer Vision: from Recognition to Geometry |
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General Info
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| Time: Wed 789 (14:20~17:20) |
| Classroom: EE2-143 |
| Grading: Assignments (60%), Final Project (35%), Participation (5%) |
| Homework delay policy [link] |
| We have a FB discussion group! [link] |
| Instructors: | |
| Prof. Shao-Yi Chien | sychien AT ntu.edu.tw |
| Prof. Yu-Chiang Frank Wang | ycwang AT ntu.edu.tw |
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Grading
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| Assignment #1 | [score sheet] |
| Assignment #2 | [score sheet] |
| Assignment #3 | [score sheet] |
| Assignment #4 | [score sheet] |
| Final score | [score sheet] |
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Schedule
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| Date | Topic |
| Sep 12 | Introduction + Human Vision System [slides] [slides] |
| Sep 19 | Image Formation + Basic Image Processing [slides] |
| Mini-tutorial on Python + NumPy + OpenCV [materials] | |
| Sep 26 | Feature Detection and Matching [slides] |
| Assignment #1 is out! (deadline: Oct 16 11:00 pm) [slides] [materials] | |
| Oct 3 | Machine Learning 101 [slides] |
| Oct 10 | Holiday! |
| Oct 17 | Deep Learning Basics [slides] |
| Oct 24 | Recognition and Detection [slides] |
| Assignment #2 is out! (deadline: Nov 13 11:00 pm) [slides] [dataset] [report template] | |
| Oct 31 | Segmentation [slides] |
| Nov 7 | Projective Geometry [slides] |
| Nov 14 | Estimation of Transformations [slides] |
| Assignment #3 is out! (deadline: Dec 4 11:00 pm) [slides] [materials] | |
| Nov 21 | Camera Models [slides] |
| Camera Calibration [slides] | |
| Nov 28 | Two-View Geometry [slides] |
| Dec 5 | Stereo Matching [slides] |
| Assignment #4 is out! (deadline: Dec 28 11:00 pm) [slides] [materials] | |
| Dec 12 | Two-View Geometry (cont.) [slides] |
| Dec 19 | 3D Reconstruction [slides] [SFMedu] |
| Dec 26 | Optical Flow + Object Tracking [slides] |
| Jan 2 | Advanced Topics in CV |
| Jan 9 | No Class |
| Jan 18 | Final Project |
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Final Project
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| General Info | [slides] |
| MTK Project | [slides] (Materials can be downloaded from CEIBA.) |
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TA Hours
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| TA Name | When | Where | Contact |
| Guan-Shiuan Kuo | Mon 14:20 - 16:20 | BL-527 | r07942063 AT ntu.edu.tw |
| Fu-En Fred Yang | Mon 14:20 - 16:20 | BL-527 | r07942077 AT ntu.edu.tw |
| Chih-Wei Wu | Tue 14:00 - 15:30 | BL-421 | cwwu AT media.ee.ntu.edu.tw |
| Wei-Chih Tu | Thu 14:00 - 15:30 | MD-726 | wctu AT media.ee.ntu.edu.tw |