Introduction to Computer Vision

Georgia Tech CS 6476 Fall 2020 edition

Note that while the schedule follows the organization in Szeliski's book, deep learning topics will be integrated throughout the course, having profoundly influenced the state of the art across all of computer vision.

Date Topic Slides Reading Projects Quizzes
Mon, Aug 17 Logistics pptx, pdf - Pytorch
Wed, Aug 19 Introduction to CV pptx, pdf -
Mon, Aug 24 Geometric Image formation pptx, pdf -
Wed, Aug 26 Geometric Image formation -
Mon, Aug 31 Photometric Image formation pptx, pdf -
Wed, Sep 2 Photometric Image formation pptx, pdf - Image Filtering and Hybrid images
Mon, Sep 7 No classes, Labor Day -
Wed, Sep 9 Image processing pptx, pdf - Quiz 1
Mon, Sep 14 Image processing -
Wed, Sep 16 Image processing - Scene Recognition with Deep Learning
Mon, Sep 21 CNNs -
Wed, Sep 23 CNNs pptx, pdf - Quiz 2
Mon, Sep 28 Deep Learning pptx, pdf -
Wed, Sep 30 Recognition pptx, pdf - Project 2 Intermediate Deadline
Mon, Oct 5 Deep Image Recognition pptx, pdf -
Wed, Oct 7 Feature Detection and Matching pptx, pdf - Quiz 3
Mon, Oct 12 Harris Corner Detector, in Detail -
Wed, Oct 14 Descriptors and Matching pptx, pdf - Local Feature Matching
Mon, Oct 19 Image Alignment and Stitching pptx, pdf -
Wed, Oct 21 Motion Estimation pptx, pdf - Quiz 4
Mon, Oct 26 Motion Estimation -
Wed, Oct 28 Structure from motion & SLAM pptx, pdf - Camera Projection Matrix and F Estimation
Mon, Nov 2 Structure from motion & SLAM -
Wed, Nov 4 Structure from motion & SLAM pptx, pdf - Quiz 5
Mon, Nov 9 Structure from motion & SLAM pptx, pdf -
Wed, Nov 11 Stereo pptx, pdf - Applied Object and Pose Detection
Mon, Nov 16 Stereo -
Wed, Nov 18 Deep Stereo pptx, pdf -
Mon, Nov 23 Segmentation pptx, pdf -
-, Nov 25-29 Thanksgiving Break -
-, Dec 1-8 Final Exams - Quiz 6