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

Model pre sledovanie objektu s prediktívnym riadením zdrojov streamingu v multikamerových systémoch
Object Tracking Model with Predictive Control of Streaming Sources in Multicameras Systems

Author(s): Dávid Cymbalák, Miroslav Michalko, František Jakab
Subject(s): ICT Information and Communications Technologies
Published by: Vysoká škola ekonomická v Praze
Keywords: Computer vision; Multicameras systems; Prediction methods for stream control

Summary/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.

  • Issue Year: 3/2014
  • Issue No: 1
  • Page Range: 89-103
  • Page Count: 15
  • Language: Slovak