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A curated list of free, high-quality, university-level courses with video lectures related to the field of Computer Vision.

446
GitHub Stars
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Curated Resources
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17 hours ago
Last Refreshed
Signal ProcessingImage and Video ProcessingIntroductory Computer VisionAdvanced Computer VisionDeep Learning for Computer VisionHuman Vision and PerceptionMachine LearningDeep LearningComputer Graphics

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Signal Processing

Advanced Computer Vision

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    perspective projection and camera motion. The goal is to reconstruct the three-dimensional world and the camera motion from multiple images. To this end, one determines correspondences between points in various images and respective constraints that allow to compute motion and 3D structure. A particular emphasis of the lecture is on mathematical descriptions of rigid body motion and of perspective projection. For estimating camera motion and 3D geometry we will make use of both spectral methods and methods of nonlinear optimization.

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Deep Learning for Computer Vision

Human Vision and Perception

Showing a sample of 64 resources. View the full list on GitHub →