Publications
PhD Papers
- [A.Arbués-Sangüesa, A. Martín, J. Fernández, C. Ballester, G. Haro] Using Player's Body-Orientation to Model Pass Feasibility in Soccer, accepted in the Computer Vision in Sports Workshop (CVPR, Seattle, June 2020).
- [A.Arbués-Sangüesa, A. Martín, J. Fernández, C. Rodríguez, G. Haro, C. Ballester] Always Look on the Bright Side of the Field: Merging Pose and Contextual Data to Estimate Orientation of Soccer Players, accepted in the International Conference on Image Processing (ICIP, Abu Dhabi, October 2020).
- [A.Arbués-Sangüesa, G. Haro, C. Ballester, A. Martín] Head, Shoulders, Hip and Ball... Hip and Ball! Using Pose Data to Leverage Football Player Orientation, accepted in the II Sports Analytics Summit of Futbol Club Barcelona (Barcelona, November 2019).
- [A.Arbués-Sangüesa, C. Ballester, G. Haro] Single-Camera Basketball Tracker through Pose and Semantic Feature Fusion, accepted in the International Conference of Artificial Intelligence on Sports (ICAIS, Paris, July 2019).
- [A.Arbués-Sangüesa, G. Haro, C. Ballester] Multi-Person Tracking by Multi-Scale Detection in Basketball Scenarios, accepted in the Irish Machine Vision and Image Processing Conference (IMVIP, Dublin, August 2019).
Previous Research
- [A.Arbués-Sangüesa, R. Benítez, T. Moeslund, C. Bahnsen] Identifying Basketball Plays from Sensor Data; towards a Low-Cost Automatic Extraction of Advanced Statistics, published in the Data Analysis for the Performance and Success workshop at the International Conference on Data Mining Series (ICDM, New Orleans, November 2018).
- [A.Arbués-Sangüesa, N. Krogh, C. Larsen, K. Nasrollahi, T. Moeslund] Initiating GrabCut by color difference for automatic foreground extraction of passport imagery, published in the International Conference on Image Processing Theory, Tools and Applications (Oulu, December 2016).
- [A.Arbués-Sangüesa, A. Ene, N. Krogh, C. Larsen, D. Michelsanti, M. Kraus] Pyramid Algorithm Framework for Real-Time Image Effects in Game Engines, published in the International Conference on Interactivity, Game Creation, Design, Learning, and Innovation (Denmark, March 2016).
Awards
- The Collider mVentures Award, obtained in the 6th DTIC UPF Workshop (2018). Research-support grant, used to attend to the MIT Sloan Sports Analytics Conference (February 2019, Boston). Report available
- EiTIC People’s Choice Award, obtained in the 7th DTIC UPF Workshop (2019). Travel grant.
- Best Paper Award at ICAIS2019 (Single-Camera Basketball Tracker through Pose and Semantic Feature Fusion).