Title :
Non-invasive Soccer Goal Line Technology: A Real Case Study
Author :
Spagnolo, P. ; Leo, M. ; Mazzeo, P.L. ; Nitti, Michele ; Stella, Ettore ; Distante, Arcangelo
Author_Institution :
Nat. Res. Council of Italy, Italy
Abstract :
In this paper, a real case study on a Goal Line Monitoring system is presented. The core of the paper is a refined ball detection algorithm that analyzes candidate ball regions to detect the ball. A decision making approach, by means of camera calibration, decides about the goal event occurrence. Differently from other similar approaches, the proposed one provides, as unquestionable proof, the image sequence that records the goal event under consideration. Moreover, it is non-invasive: it does not require any change in the typical football devices (ball, goal posts, and so on). Extensive experiments were performed on both real matches acquired during the Italian Serie A championship, and specific evaluation tests by means of an artificial impact wall and a shooting machine for shot simulation. The encouraging experimental results confirmed that the system could help humans in ambiguous goal line event detection.
Keywords :
decision making; image sensors; image sequences; object detection; sport; Italian Serie A championship; ambiguous goal line event detection; artificial impact wall; ball detection algorithm; camera calibration; candidate ball region analysis; decision making approach; football devices; goal event occurrence; goal line monitoring system; goal posts; image sequence; noninvasive soccer goal line technology; shooting machine; shot simulation; Calibration; Cameras; Image edge detection; Image sequences; Real-time systems; Three-dimensional displays; Vectors; Computer Vision Applications; Goal Line Monitoring; Sport Event Detection;
Conference_Titel :
Computer Vision and Pattern Recognition Workshops (CVPRW), 2013 IEEE Conference on
Conference_Location :
Portland, OR
DOI :
10.1109/CVPRW.2013.147