Object Tracking Model with Predictive Control of Streaming Sources in Multicameras Systems

Model pre sledovanie objektu s prediktívnym riadením zdrojov streamingu v multikamerových systémoch

Dávid Cymbalák, Miroslav Michalko and František Jakab

Acta Informatica Pragensia, 2014, vol. 2014, issue 1, 89-103

Abstract: This work deals with the analysis, comparison and design of interconnection between streaming, detection and tracking technologies in the multi-camera environment. The goal is design of predictive tracking system with ability to track object in real time across multiple cameras and also with ability to stream video from one source with the best display of object. There was designed a metric for rating each source of system, which is based on current position, size or detection reliability of tracked object in the scene. It was also designed mechanisms and methods for prediction of video source rating, for prediction next streamed source and methods for stream control.

Keywords: Computer vision; Multicameras systems; Prediction methods for stream control; Video streaming; Sledovanie objektu; Počítačové videnie; Multikamerové systémy; Predikcia (search for similar items in EconPapers)
Date: 2014
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DOI: 10.18267/j.aip.37

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