Displaying 273 resources

Deep Video Summarization

Nowadays, both social media sites, Media Archiving and Management (MAM) systems, and broadcaster mediatheques store huge amounts of video information.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Real-World Learning

In the past decade, artificial intelligence has made remarkable progress, achieving feats like self-driving cars, defeating go-masters, and precise image categorisation through supervised deep learning with labelled data.
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

Introduction to Image Processing

This lecture overviews  digital images, image processing and image analysis. 1D signals, 2D signals (images), 3D signals (videos, medical volumes) are presented. Multichannel images, e.g., color and multispectral images come next.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

3D Display Technologies

This lecture overviews 3D image and video displays  that has many applications in stero vision, 3D cinema and 3D TV.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

2D Object Detection and Tracking

This lecture overviews 2D Object Detection and Tracking that has many applications in autonomous car/drone vision (person, pedestrian, car tracking) and visual surveillance.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand