Video Analytics and Processing
State Space Models
Prediction and Update Steps
Extended Kalman Filters
Siamese Networks
Correlation Filter with Deep Features
End-to-end Tracking Models
Data Association Problem
Hungarian Algorithm
Joint Detection and Tracking
Tracking-by-detection Paradigm
Identity Management
Track Initialization and Termination
Occlusion Handling
Long-term Tracking
Re-identification in Tracking
Multi-camera Tracking
Distributed Tracking Systems
Trajectory Analysis
Motion Clustering
Abnormal Motion Detection
Group Motion Analysis
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4. Object Detection and Recognition
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6. Video Segmentation and Scene Analysis