This labeled soccer field dataset is compiled to classify different areas of the soccer field. It is gathered from IPL Azadi Soccer Dataset, Toronto Dataset, UBC Dataset, and Youtube. This collection contains three classes of: - penalty area, - center area, and - middle area (between these two areas). Since the dataset is provided for the VGG16 CNN network, the dimension of all video frames is 224x224. As the number of frames in some areas is less than others, one can use a simple solution (such as applying a random noise, a random rotation, a random brightness, and a random affine transformation, and so forth) to enrich it. To complete this dataset or for more information please contact kasaei[at]sharif[dot]edu.

Related Publications

• M. Fotouhi, S. Fouladi, and S. Kasaei. Projection Matrix by Orthogonal Vanishing Points. Springer, Multimedia Tools & Applications, 76(15):16189-16223, August 2017. [BibTeX]

  @article{fotouhi2017projection, title={Projection Matrix by Orthogonal Vanishing Points}, author={Fotouhi, Mehran and Fouladi, Sadjad and Kasaei, Shohreh}, journal={Springer, Multimedia Tools and Applications}, volume = "76", number = "15", pages = "16189-16223", month = "August", year={2017}, }

• A. Bozorgpour, M. Fotouhi, and S. Kasaei. Robust Homography Optimization in Soccer Scenes. In The 23rd Iranian Conference on Electrical Engineering (ICEE), pages 787-792, Tehran, Iran, May 2015. [BibTeX]

  @inproceedings{bozorgpour2015robust, title={Robust homography optimization in soccer scenes}, author={Bozorgpour, Afshin and Fotouhi, Mehran and Kasaei, Shohreh}, booktitle={2015 23rd Iranian Conference on Electrical Engineering}, pages={787--792}, year={2015}, organization={IEEE} }

• M. Fotouhi, A. Bozorgpour, and S. Kasaei. Automatic Soccer Field Line Recognition by Minimum Information. In International Symposium on Artificial Intelligence & Signal Processing (AISP), pages 136-142, Mashhad, Iran, March 2015. [BibTeX]

  @inproceedings{fotouhi2015automatic, title={Automatic soccer field line recognition by minimum information}, author={Fotouhi, Mehran and Bozorgpour, Afshin and Kasaei, Shohreh}, booktitle={Artificial Intelligence and Signal Processing (AISP), 2015 International Symposium on}, pages={136--142}, year={2015}, organization={IEEE} }