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Object Tracking

[ˈɒbdʒɛkt ˈtrækɪŋ]
Computer Vision
Last updated: December 9, 2024

Definition

The process of locating moving objects over time in video sequences.

Detailed Explanation

Object tracking involves detecting objects and maintaining their identity across video frames. Methods include traditional approaches like Kalman filtering and particle filters as well as modern deep learning-based trackers. Key challenges include handling occlusions scale changes and appearance variations.

Use Cases

1. Video surveillance 2. Sports analysis 3. Traffic monitoring 4. Human-computer interaction

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