Displaying 273 resources

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

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

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