CS 6476 Computer Vision

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Georgia Tech OMSCS CS 6476

Foundations of computer vision: image formation, features, geometry, and recognition.

Practice in the Flight Lab: Find the edge · Disparity

Prerequisites

Linear algebra, calculus, Python/NumPy.

Subareas

Image filtering & edge detectionHough transformsFeature detection & matching (Harris, SIFT)Camera models, stereo & epipolar geometryOptical flow & motion trackingRecognition & classification

Main topics / syllabus areas

Image filtering & edge detection
Hough transforms
Feature detection & matching (Harris, SIFT)
Camera models, stereo & epipolar geometry
Optical flow & motion tracking
Recognition & classification

Resources

OMSCS course page ↗omscs.gatech.edu
OMSCentral reviews ↗omscentral.com
Szeliski, Computer Vision: Algorithms and Applications ↗szeliski.org
OpenCV tutorials ↗docs.opencv.org