University of Twente Student Theses

Login
As of Friday, 8 August 2025, the current Student Theses repository is no longer available for thesis uploads. A new Student Theses repository will be available starting Friday, 15 August 2025.

Multi-camera tracking of soccer players through severe occlusions

Oude Elferink, W.G. (2017) Multi-camera tracking of soccer players through severe occlusions.

[img] PDF
5MB
Abstract:Accurate visual tracking of soccer players is in high demand in the industry. Existing solutions are however unable to track players during severe occlusions, making manual supervision necessary. In order to get to a fully autonomous system we propose a setup based on the fusion of 14 cameras. An algorithm with at its core visual hull calculations combined with an HOG and HSV based appearance model is employed to track the players. It is shown that the proposed system is able to reduce the number of identity switches while maintaining tracking accuracy during severe occlusions.
Item Type:Essay (Master)
Clients:
SciSports, Enschede, Netherlands
Faculty:EEMCS: Electrical Engineering, Mathematics and Computer Science
Subject:54 computer science
Programme:Electrical Engineering MSc (60353)
Link to this item:https://purl.utwente.nl/essays/73696
Export this item as:BibTeX
EndNote
HTML Citation
Reference Manager

 

Repository Staff Only: item control page