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Detection of objects in soccer

Lukas Sekerak's school project in Computer vision .

Project idea

Try detect objects (players, soccer ball, referees, goal keeper) in soccer match. Detect their position, movement and show picked object in ROI area. More inforamtions in a documentation or presentation.

Requirements

  • Opencv 2.4
  • log4cpp

Dataset videos

[Operation Agreement CNR-FIGC] (http://www.issia.cnr.it/wp/?portfolio=operation-agreement-cnr-figc-2)

T. D’Orazio, M.Leo, N. Mosca, P.Spagnolo, P.L.Mazzeo A Semi-Automatic System for Ground Truth Generation of Soccer Video Sequences in the Proceeding of the 6th IEEE International Conference on Advanced Video and Signal Surveillance, Genoa, Italy September 2-4 2009

Setup

  1. Clone this repository into workspace
  2. Download external requirements + dataset
  3. Build project
  4. Run project

Control keys

  • W - turn on/off ROI area
  • Q,E - switch between detected ROI
  • S - pause of processing frames
  • F - switch draw method

License

This software is released under the MIT License.

Credits

  • Ing. Wanda Benešová, PhD. - Supervisor

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Computer vision: Detection of players and ball at soccer match

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