Displaying 266 resources

Image Features

This lecture overviews Image Features that have many applications in computer vision, image analysis, stereo vision, image registration, motion estimation and object tracking.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Image Acquisition

This lecture overviews that has many applications in computer vision, digital imaging, social media and media production.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

An Introduction to PAC-Bayesian Analysis

This resource corresponds to 9th video from the AI Excellence Lecture Series. PAC-Bayesian Analysis is a framework in machine learning and statistics that combines ideas from the Probably Approximately Correct (PAC) learning framework and Bayesian p
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Camera Geometry

After a brief introduction to image acquisition and light reflection, the building blocks of modern cameras will be surveyed, along with geometric camera modelling.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Toward efficient and safe intelligent aerial robotics and aerial manipulation

This resource corresponds to 8th video from the AI Excellence Lecture Series. Delve into the cutting-edge world of intelligent aerial robotics.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Structure from Motion

Image-based 3D Shape Reconstruction, Stereo and multiview imaging principles will be overviewed. The following topics will be covered: Feature extraction and matching. Triangulation and Bundle Adjustment. Mathematics of structure from motion.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand