Displaying 338 resources

Tutorial paper on Deep Learning for Graphs

The adaptive processing of graph data is a long-standing research topic that has been lately consolidated as a theme of major interest in the deep learning community.
Category
Data for AI
Source
AI-OnDemand

Learning on manifolds

The conference paper provides a brief introduction into manifolds from a computer vision perspective. Important manifolds for this research field, like symmetric positive definite matrices and affine transformation matrices, are presented.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

3D Video Coding and Broadcasting

This lecture overviews 3D Video Coding and Broadcasting that has many applications in 3D cinema, 3D TV and 3D video content streaming. It covers the following topics in detail: 3D Video Processing Chain. Video Coding Standards.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Mathematical Morphology

This lecture overviews Mathematical Morphology  that has many applications in digital image processing, analysis and computer vision.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

e-Symposium 2023: Political barometer: public opinion mining using tweets

Since the formulation of states, political authorities and political parties have sought to gauge public opinion. In recent years, opinion polls have been able to gratify this need rather efficiently.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand
Other Other

3D-Flood Dataset

The Aristotle University of Thessaloniki (hereinafter, AUTH) created the dataset ‘3D-Flood’, within the context of the project TEMA that was funded by the European Commission-European Union [Grant Agreement number: 101093003; st
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Real-World Data Science Projects Management

Real-World Data Science Projects involve the practical application of data science methodologies to solve real-world problems.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

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