[Info] [Schedule] [Final Project] [TA Hours]
Spring 2022
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
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

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 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