Displaying 338 resources

Introduction to UAV Multicopters

This lecture overviews Introduction to UAV Multicopters that has many applications in autonomous drones.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Statistical Detection

This lecture overviews Statistical Detection that has many applications in Machine Learning, Signal Analysis and Statistical Communications.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Self-Awareness in Autonomous Systems

This lecture overviews Self-Awareness that has many applications in in Autonomous Systems and robotics. It covers the following topics in detail: Self-awareness definition, Self-aware systems, Cognitive architecture.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

3D Image Registration

This lecture overviews 3D Image Registration that has many applications in computer vision, and 3D medical imaging. It covers the following topics in detail: 2D and 3D rotations and translations, ICP algorithm, SVD 3D Point Cloud Registration.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Algorithms for manifold learning

The technical report presents popular methods for mapping data into a low-dimensional manifold (nonlinear dimensionality reduction).
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Fourier Transform

This lecture overviews the topics of continuous-time periodic signals, signal frequencies and Fourier Transform (FT).  Its relation to Laplace transform is presented.
Category
Data for AI, Recommendations towards policy changes
Source
AI-OnDemand