[Info] [Grading] [Schedule] [Final Project] [TA Hours]
Spring 2021
Computer Vision: from Recognition to Geometry
General Info
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 :

Participation & HW

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

Final Project
General Info Product Description [slides]
TA Hours
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