Displaying 302 resources

Spectral Signal Analysis

This lecture overviews Spectral Signal Analysis that has many applications in periodicity estimation and acoustic/speech/music/biomedical signa analysis.
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Explainable AI

This lecture overviews Explainable AI that has many applications in trustworthy AI systems and autonomous systems.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand
Article/Books/eBooks Article/Books/eBooks

An introduction to manifolds

This book provides an introduction to the theory of manifolds in an easy readable way. Key concepts of manifolds, angent spaces and Lie group / Lie algebra are presented.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Image Transforms

This lecture overviews Image Transforms that are instrumental in image filtering, compression and power spectrum estimation.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Geometry

This lecture overviews Geometry   that has many applications in Computer Vision and Machine Learning.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

LiDAR in Robotics and Autonomous Systems

This lecture overviews LiDAR principles and technology. Active 3D shape reconstruction methods. Time-of-Flight principle. Pulsed wave. Continuous-wave propagation. Laser ToF Technology: LiDAR.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand