Sylwester Frączek - Publications - Bridge of Knowledge

Sylwester Frączek

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total: 2

Year 2017

System for tracking multiple trains on a test railway track
Publication
- Z. Kowalczuk
- S. Frączek
- Advances in Intelligent Systems and Computing - Year 2017
Several problems may arise when multiple trains are to be tracked using two IP camera streams. In this work, real-life conditions are simulated using a railway track model based on the Pomeranian Metropolitan Railway (PKM). Application of automatic clustering of optical flow is investigated. A complete tracking solution is developed using background subtraction, blob analysis, Kalman filtering, and a Hungarian algorithm. In total,...

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System for tracking multiple trains on a test railway track
Publication
- Z. Kowalczuk
- S. Frączek
- Year 2017
Several problems may arise when multiple trains are to be tracked using two IP camera streams. In this work, real-life conditions are simulated using a railway track model based on the Pomeranian Metropolitan Railway (PKM). Application of automatic clustering of optical flow is investigated. A complete tracking solution is developed using background subtraction, blob analysis, Kalman filtering, and a Hungarian algorithm. In total,...

Full text to download in external service

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