Computer Vision: from Recognition to Geometry
General Info
|
Fall 2019 Computer Vision: from Recognition to Geometry |
|
|
|
General Info
|
| Time : Wed. 789 (14:20~17:20) |
| Classroom : EE2-143 |
| Grading : Four Homeworks (60%), Final Project (30%), Class / Talk Participation (10%) |
| Homework delay policy [link] |
| We have a FB discussion group! [link] |
| Instructors : | |
| Prof. Shao-Yi Chien | sychien@ntu.edu.tw |
| Prof. Yu-Chiang Frank Wang | ycwang@ntu.edu.tw |
|
Grading
|
| Participation & HW | [score sheet] |
|
Schedule
|
| Date | Topic |
| Sep 11 | Introduction + Human Vision System [slides] [slides] [video] |
| Sep 18 | Camera basic, Image Formation and Basic Image Processing [slides] [video] |
| Sep 19 |
Lab0 : Python and Basic Image Processing (NumPy + OpenCV)
[link] (Thu. 18:00~20:30 @MD-231) |
| Sep 25 | Feature Detection and Matching [slides] |
| HW #1 is out! [slides] [material] | |
| Oct 2 | Machine Learning Basics [slides] [video] |
| Oct 9 | Deep Learning Basics [slides] [video] |
| Oct 16 | Recognition [slides] |
| HW #2 is out! [slides] [material] | |
| Oct 23 | Segmentation [slides] [video] |
| Oct 30 | Projective Geometry [slides] [video] |
| Nov 6 | Estimation of Transformations [slides] [video] |
| Nov 13 | Single Camera Geometry [slides] [video] |
| HW #3 is out! [slides] [material] | |
| Nov 20 | No Class |
| Nov 27 | Camera Calibration [slides] [video] |
| Dec 4 | Two-View Geometry [slides] [slides] [video] |
| HW #4 is out! [Intro-to-Stereo] [slides] [material] | |
| Dec 11 | Stereo Matching [slides] |
| Dec 18 | 3D Reconstruction / Depth Sensing [slides] [materials] |
| Dec 25 | Optical flow + Object Tracking [slides] |
| Jan 1 | Holiday! |
| Jan 8 | No Class |
| Jan 17 (Fri.) | Final Project Presentation |
|
Final Project
|
| General Info | [slides] |
| MTK Project | [slides] (Materials can be downloaded from CEIBA.) |
|
TA Hours
|
| TA Name | HW in charge | When | Where | Contact |
| Chih-Ting Liu (劉致廷) | Thu. 11:00 - 12:30 | 明達-431 | jackieliu@media.ee.ntu.edu.tw | |
| Yu-Cheng Wu (吳禹澄) | HW #1 | Thu. 13:30 - 15:00 | 明達-431 | yuchengwu@media.ee.ntu.edu.tw |
| Yen-Ting Liu (劉彥廷) | HW #2 | Tue. 15:30 - 16:30 | 博理-527 | R06942114@ntu.edu.tw |
| Po-Hsiang Huang (黃柏翔) | HW #2 | Tue. 15:30 - 16:30 | 博理-527 | R06942138@ntu.edu.tw |
| Meng-Chih Chang (章孟治) | HW #3 | Mon. 13:30 - 15:00 | 博理-421 | normanchang@media.ee.ntu.edu.tw |
| Man-Yu Lee (李曼妤) | HW #4 | Tue. 13:00 - 14:30 | 明達-431 | leemanyu@media.ee.ntu.edu.tw |