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Description
  • Our objective was to replicate the movement of real pedestrians in NetLogo agent-based model using the video recording of pedestrians as the source of reliable data. To achieve this, it was necessary to develop the video-processing extension for NetLogo. The paper presents the principles of video data transformation, the implementation of the extension and the experiment with a sample video stream that demonstrates the self-organization of bi-directional flows of walkers. The extension builds on the computer vision library OpenCV.
  • Our objective was to replicate the movement of real pedestrians in NetLogo agent-based model using the video recording of pedestrians as the source of reliable data. To achieve this, it was necessary to develop the video-processing extension for NetLogo. The paper presents the principles of video data transformation, the implementation of the extension and the experiment with a sample video stream that demonstrates the self-organization of bi-directional flows of walkers. The extension builds on the computer vision library OpenCV. (en)
Title
  • Data-Driven Pedestrian Model: From OpenCV to NetLogo
  • Data-Driven Pedestrian Model: From OpenCV to NetLogo (en)
skos:prefLabel
  • Data-Driven Pedestrian Model: From OpenCV to NetLogo
  • Data-Driven Pedestrian Model: From OpenCV to NetLogo (en)
skos:notation
  • RIV/62690094:18450/14:50002480!RIV15-MSM-18450___
http://linked.open...avai/riv/aktivita
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  • 9840
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  • RIV/62690094:18450/14:50002480
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  • Video processing; Video data; Self organizations; Pedestrian models; Data driven; Computer vision library; Bi-directional flows; Agent-based model; Video streaming; Video recording; Computer vision; Computational methods (en)
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  • DE - Spolková republika Německo
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  • [26D24600825F]
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  • Lecture notes in computer science
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  • 8733
http://linked.open...iv/tvurceVysledku
  • Olševičová, Kamila
  • Procházka, Jan
issn
  • 0302-9743
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/978-3-319-11289-3_33
http://localhost/t...ganizacniJednotka
  • 18450
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