Displaying 338 resources

Autonomous Surface Vessels

Autonomous marine vessels can be described as surface (boats, ships) and underwater ones (submarines).
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Colour Theory

This lecture overviews Colour Theory that has many applications in digital image/video processing and analysis, multimedia sites and in digital TV.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Discrete Fourier Transform

This lecture overviews Discrete Fourier Transform that has many applications in digital signal processing and analysis and in power spectrum estimation.
Category
Data for AI, Recommendations towards policy changes
Source
AI-OnDemand

Geometric data analysis based on manifold learning with applications for image understanding

The conference paper gives in the first section a brief and easy understandable introduction into the basics of Riemannian geometry.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Bayesian Learning

This lecture overviews Bayesian Learning that has many applications in pattern recognition and clustering. It covers the following topics in detail: Bayes probability theorem. Bayes decision rule. Bayesian classification.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

The power of cooperation in networks of learning agents

We study the power of cooperation in a network of communicating agents that solve a learning task. Agents use an underlying communication network to get information about what the other agents know.
Category
Data for AI
Source
AI-OnDemand

Super Resolution

This lecture overviews Super Resolution that has many applications in digital imaging, display and printing.
Category
Data for AI
Source
AI-OnDemand

Image Quality

This lecture overviews Image Quality that has many applications in image filtering, processing, transmission, streaming and TV.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand
Article/Books/eBooks Article/Books/eBooks

Speech and Language Processing

Here's our Jan 7, 2023 draft! This draft is mostly a bug-fixing and restructuring release, there are no new chapters.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Introduction to Statistics

This lecture provides an Introduction to Statistics that has many applications in Data Analytics, Machine Learning and Signal Analysis. It covers the following topics in detail: Random Variables. Data Types. Data Sampling.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Introduction to Autonomous Car Vision

In this lecture, an overview of the autonomous car technologies will be presented (structure, HW/SW, perception), focusing on car vision. Examples of autonomous vehicle will be presented as a special case, including its sensors and algorithms.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Generative Adversarial Networks

This lecture overviews Generative Adversarial Networks that have many applications in Media Production.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand