Displaying 273 resources

Terse notes on Riemannian geometry

The technical report gives a compact introduction into the basic definitions and theorems of Riemannian geometry, Lie groups & Lie algebras and symmetric spaces.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

3D Surface and Volume Rendering

This lecture overviews 3D Surface and Volume Rendering hat has many applications in 3D computer graphics, games, data visualization, simulators, Virtual Environments and media production.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Image Typology

This lecture overviews various digital image types: 2D images, 3D images (videos, medical volumes, hyperspectral images). Multichannel images, e.g., colour and multispectral images come next. RGBD images and graphics texture images.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

3D Animation

This lecture overviews 3D Animation that has many applications in 3D computer graphics, games, data visualization, simulators, Virtual Environments and media production.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Image Sampling

This lecture overviews spatial image frequency content and image sampling.  Rectangular and hexagonal sampling grids are presented. Sampled image frequency content is analyzed and a 2D version of Shannon theorem is presented.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Video Summarization

This lecture overviews Video Summarization that has many applications in video description, search, retrieval and browsing.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

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

3D Geometry Modeling

This lecture overviews that has many applications in 3D Computer Graphics, Architecture, Civil and Mechanical Engineering and in Medical imaging.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Robots Learning (Through) Interactions

The acquisition and self-improvement of novel motor skills is among the most important problems in robotics. I will discuss various learning techniques we developed that enable robots to have complex interactions with their environment and humans.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Digital Image Processing

This lecture overviews Digital Image Processing that has many applications in improving image visual quality.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Immersion in Virtual Reality

This lecture overviews Immersion in Virtual Reality  that has many applications in virtual presence and immersion. It covers the following topics in detail: Basic Concepts and Definitions.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Natural Language Processing

This lecture overviews Natural Language Processing (NLP) that has many applications in text analytics, Linguistics, Machine translation and sentiment analysis.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand