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Evaluation of Probabilistic Occupancy Map for Player Tracking in Team Sports

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F14%3A00235465" target="_blank" >RIV/68407700:21230/14:00235465 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Evaluation of Probabilistic Occupancy Map for Player Tracking in Team Sports

  • Original language description

    In this paper we focus on tracking of players in team sports with multiple cameras. We evaluate a state of the art multi-camera multi-target tracking algorithm on a novel floorball dataset. We chose recent Probabilistic Occupancy Map and K-Shortest Pathalgorithms with a publicly available implementation that enables easy deployment. Both algorithms are mathematically well funded and capable of near real-time performance. We show quantitative evaluation of the algorithms on a real-world problem, and demonstrate influence of different background subtraction methods that are a necessary preprocessing step.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JD - Use of computers, robotics and its application

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2014

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceedings of the 18th International Scientific Student Conferenece POSTER 2014

  • ISBN

    978-80-01-05499-4

  • ISSN

  • e-ISSN

  • Number of pages

    7

  • Pages from-to

  • Publisher name

    ČVUT

  • Place of publication

    Praha

  • Event location

    Praha

  • Event date

    May 15, 2014

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article