Date
|
Lecture Notes in PPT
|
Lecture Notes in PDF
|
Readings
|
Oct 1
|
Intro
|
Intro
|
S&S Ch. 1
|
|
Filters;
ink;
|
Filters
|
Shapiro & Stockman 5.4-5.5, Szeliski 3.2, 3.3.1
|
|
Binary Vision;
ink;
|
Binary Vision
|
S&S Ch. 3
|
|
HW1 Slides
|
HW1 Slides
|
|
Oct 8
|
Edges and Lines;
ink
|
Edges and Lines
|
Shapiro & Stockman 5.6-8 and 10.3.4, Szeliski 4.2.1
|
|
Color, Texture,
and Segmentation;
ink
|
Color, Texture,
and Segmentation |
Shapiro & Stockman Ch 6, 7, and 10.1
|
Oct 15
| Interest
Operators;
ink
|
Interest
Operators
|
Szeliski 4.1.1, Harris Paper,
SIFT paper |
|
Descriptors 1;
ink
| Descriptors 1
| Szeliski 4.1.2-4.1.3 |
|
Descriptors 2
| Descriptors 2
| |
|
HW2 Slides
| HW2 Slides
| |
Oct 22
|
Review;
ink
|
Review
|
|
|
Transformations;
ink |
Transformations
|
|
|
Image Stitching 1 ;
ink |
Image Stitching 1
|
Szeliski 6.1
|
| Image Stitching 2 ;
ink |
Image Stitching 2 |
|
October 29
|
Kadir Salient Regions ;
ink;
|
Kadir Salient Regions
| Kadir Paper
|
|
Fergus Slides;
ink
|
Fergus Slides
|
Fergus paper
Pascal Challenge
|
|
CBIR Slides;
ink |
CBIR Slides
| S&S Ch. 8
|
|
HW3 Slides;
ink |
HW3 Slides
| |
Nov 5 |
Learning 1;
ink |
Learning 1 |
Related to S&S Chapter 4 |
|
Learning 2;
ink |
Learning 2 |
Related to S&S Chapter 4 |
Nov 12 |
Object Recognition 1 ;
ink |
Object Recognition 1
| Rio paper; EM Classifier paper;
Generative/Discriminative Paper |
|
Object Recognition 2 ;
ink
| Object Recognition 2
| Girshick paper;
YOLO paper |
|
HW 4 Slides
| HW 4 Slides
| |
Nov 19 |
|
CNNs-ESPNet;
Pytorch;
GANs |
ESPNet ECCV Paper; ESPNet CVPR Paper;PyTorch Tutorial |
Nov 26 |
Face Detection and Recognition;
ink
| Face Detection and Recognition
| Eigenfaces Paper |
|
Motion Optical Flow;
ink
| Motion Optical Flow
|
S&S Ch. 9 (9.1-9.3);
Bergen paper ;
Ming Ye's paper
|
|
Stereo;
ink
| Stereo
| S&S Ch. 12;
S&S Ch. 13
|
|
3D Reconstruction;
ink
| 3D Reconstruction
| |