Displaying 273 resources

Distance-based Classification

This lecture overviews Distance-based Classification that has many applications in classification. It covers the following topics in detail: k-Nearest neighbor classification, Nearest neighbor graphs Supervised Learning Vector Quantization, LVQ1/2/3.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Digital Image Formation

This lecture overviews Image Formation, which is of primary importance in ensuring image quality and enabling image processing. It covers the following topics in detail: Light reflection models. Camera structure and models, e.g., Pinhole Camera.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Multiple Drone Media Production

This lecture overviews Multiple Drone Media Production that has many applications in drone cinematography.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Autonomous Car Sensors

This lecture overviews Autonomous Car Sensors that has many applications in autonomous car perception.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Dimensionality Reduction

This lecture overviews Dimensionality Reduction that has many applications in object clusring and object recognition.  It covers the following topics in detail: Feature selection. Principal Component Analysis. Linear Discriminant Analysis.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Motion Estimation

Motion estimation principals will be analyzed. Initiating form 2D and 3D motion models, displacement estimation as well as quality metrics for motion estimation will subsequently be detailed.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand