Computer Vision - CMPT 412, Fall 2021

Course Schedule

Dates Mondays (12:30 - 2:20) Wednesdays (12:30 - 1:20) Assignments
9/6 & 9/8
Vacation
Introduction
slides
9/13 & 9/15
Neural networks
slides
Convolutional neural networks (CNNs)
slides
9/20 & 9/22
Training CNNs
slides
Recognition. Feature detection
slides
Assig. 1 due (probably 9/25)
9/27 & 9/29
Feature descriptor and matching
slides
Bag of words
slides
10/4 & 10/6
Detection CNNs
slides
Segmentation CNNs
slides
10/11 & 10/13
Thanksgiving break
Segmentation CNNs
Assig. 2 due (probably 10/12)
10/18 & 10/20
Metric learning techniques
slides
DNN applications
slides
10/25 & 10/27
DNN applications
RNN and GNN
RNN-slides GNN-slides
11/1 & 11/3
GAN
GAN-slides
Image filtering
slides
matlab file
Assig. 3 due (probably 11/4)
11/8 & 11/10
2D transformations
slides
Image homographies
slides
11/15 & 11/17
Camera models
slides
Camera models
Assig. 4 due (probably 11/20)
11/22 & 11/24
Two-view geometry
slides
fundamental matrix song
Two-view geometry
11/29 & 12/1
Stereo
slides
Structure from Motion/SLAM
slide 1 slide 2
12/6 & 12/8 Buffer.
Vacation
Assig. 5 due (probably 12/7)

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