Displaying 352 resources

Hidden Markov Models

This lecture overviews Hidden Markov Models that have many applications in Data Analytics and Signal Analysis. It covers the following topics in detail: Markov Chains. Hidden Markov Chains: Viterbi algorithm, Forward-backward algorithm.
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Computational Geometry

This lecture overviews Computational Geometry that has many applications in Computer Graphics, Robotics, Geographic Information Systems, CAD/CAM.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Moving Image Perception

This lecture overviews Moving Image Perception  that has many applications in video acquisition, processing and coding. It covers the following topics in detail: Human Vision Modeling.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Transfer Learning

This lecture overviews Transfer Learning (TL) that has many applications in DNN training and adaptation, Image Understanding, Text Mining, Activity Recognition, Bioinformatics, Transportation.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Data Clustering

This lecture overviews Data Clustering  that has many applications in e.g., facial image clustering, signal/image clustering, concept creation.  It covers the following topics in detail: Clustering Definitions.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Face Clustering

This lecture overviews Face Clustering that has many applications in Human-centered Computing, Image and Video Analysis and Social Media Analytics. It covers the following topics in detail: Facial image similarities. Similarity graphs.
Category
Recommendations towards policy changes
Source
AI-OnDemand