| Date
|
Lecture Notes in PPT
|
Lecture Notes in PDF
|
Readings
|
March 27
|
Introduction |
Introduction |
None |
March 29
| Filters;
ink;
Binary Vision |
Filters;
Binary Vision |
Shapiro & Stockman 5.4-5.5, Szeliski 3.2, 3.3.1 |
April 3
| Edges and Lines;
ink |
Edges and Lines |
Shapiro & Stockman 5.6-8 and 10.3.4, Szeliski 4.2.1 |
| Transformations;
ink |
Transformations |
Shapiro & Stockman 11.1-4, Szeliski 2.1.1-2 |
April 5
| Color, Texture, Segmentation
ink |
Color, Texure, Segmentation |
Shapiro & Stockman Ch 6, 7, and 10.1 |
| Assignment 1 slides;
ink |
Assignment 1 slides |
|
April 10
| Interest Operators;
ink |
Interest Operators | Szeliski 4.1.1, Harris paper, and
SIFT paper |
April 12
| Descriptors;
ink
|
Descriptors |
Szeliski 4.1.2-4.1.3, SIFT paper |
April 17
| Image Stitching I;
ink |
Image Stitching I |
Szeliski 6.1 |
| Assignment 2 slides;
ink |
Assignment 2 slides |
|
April 19
| Image Stitching II;
ink;
Kadir Entropy Operator ;
ink |
Image Stitching II;
Kadir Entropy Operator |
Szeliski 6.1; Kadir paper |
April 24
| Object Recognition by Parts;
ink;
Content-Based Image Retrieval;
ink |
Object Recognition by Parts;
Content-Based Image Retrieval |
Shapiro & Stockman Ch 8; Fergus paper |
April 26
| Learning I;
ink |
Learning I |
Related to Shapiro & Stockman Ch 4 |
May 1
| Learning II;
Assignment 3 Slides |
Learning II;
Assignment 3 Slides |
Related to Shapiro & Stockman Ch 4 |
May 3
| Object Recognition I;
ink |
Object Recognition I |
RIO paper; EM Classification paper;
Generative/Discriminative paper |
May 8
| Object Recognition II;
ink |
Object Recognition II |
Girshick Paper |
May 10
| Deep Learning Applications |
Encoder/Decoder Networks for Semantic
Segmentation (S. Mehta);
Classifying and Transferring Facial Expressions (D. Aneja) |
Deepali's paper |
May 15
| Face Detection;
ink |
Face Detection
|
Viola-Jones paper |
May 17
| Face Recognition;
ink |
Face Recognition |
Shapiro and Stockman Ch 14.4.4 |
May 22
| Cameras and Stereo;
ink
| Cameras and Stereo
| Shapiro and Stockman Ch 12-13; Szeliski 2.1 and 11 |
May 24
| Reconstruction;
ink
| Reconstruction
| Shapiro and Stockman 13.9; Szeliski 11.6.1 |
May 31
| Motion/Optical Flow;
ink
| Motion/Optical Flow;
Tracking Slides
| Pyramid Paper; Ming Ye's paper;
Xiang paper |