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research-article

Tracking Pitches for Broadcast Television

Published: 01 March 2002 Publication History

Abstract

During the 2001 major league baseball season, the strike zone received special attention when officials decided to enforce the game's original definition, which made tracking pitches especially important. Tracking the flight of a pitch during a live broadcast presents two major challenges, however: speed and image-processing reliability.Meeting these challenges required developing a complex system that fuses high-end computer graphics with a sophisticated algorithm for calculating flight trajectories.ESPN's K Zone pitch-tracking system uses computer-generated graphics to create a shaded, translucent box that outlines the strike zone boundaries for viewers. Behind the flashy graphics, K Zone provides a sophisticated computing subsystem that monitors each pitch's trajectory. Its development model may well prove effective in future computer vision projects, regardless of the application domain.

References

[1]
A. Guéziec, "Tracking a Baseball Pitch for Broadcast Television," http://www.trianglesoftware.com/pitch_tracking.htm.
[2]
A. Elgammal D. Harwood and L. Davis, "Nonparametric Model for Background Subtraction," http://fizbin.eecs.lehigh.edu/FRAME/Elgammal/bgmodel.html.
[3]
G. Pingali Y. Jean and A. Opalach, "Ball Tracking and Virtual Replays for Innovative Tennis Broadcasts," Proc. 15th Int'l Conf. Pattern Recognition (ICPR), IEEE CS Press, Los Alamitos, Calif., 2000.
[4]
O. Faugeras, Three-Dimensional Computer Vision, MIT Press, Boston, 1993.
[5]
G. Welch and G. Bishop, "An Introduction to the Kalman Filter," http://www.cs.unc.edu/~welch/kalman/kalmanIntro.html.
[6]
L. Levy, "The Kalman Filter: Navigation's Integration Workhorse," http://www.cs.unc.edu/~welch/media/pdf/Levy0997_kalman.pdf.

Cited By

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  • (2018)Trajectories reconstruction of spinning baseball pitches by three-point-based algorithmApplied Mathematics and Computation10.1016/j.amc.2017.01.016319:C(2-12)Online publication date: 15-Feb-2018
  • (2012)Ball tracking and 3D trajectory approximation with applications to tactics analysis from single-camera volleyball sequencesMultimedia Tools and Applications10.1007/s11042-011-0833-y60:3(641-667)Online publication date: 1-Oct-2012
  • (2010)Sports Information Retrieval for Video AnnotationInternational Journal of Digital Library Systems10.4018/jdls.20101027041:1(62-88)Online publication date: 1-Jan-2010
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Information

Published In

cover image Computer
Computer  Volume 35, Issue 3
March 2002
99 pages

Publisher

IEEE Computer Society Press

Washington, DC, United States

Publication History

Published: 01 March 2002

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Cited By

View all
  • (2018)Trajectories reconstruction of spinning baseball pitches by three-point-based algorithmApplied Mathematics and Computation10.1016/j.amc.2017.01.016319:C(2-12)Online publication date: 15-Feb-2018
  • (2012)Ball tracking and 3D trajectory approximation with applications to tactics analysis from single-camera volleyball sequencesMultimedia Tools and Applications10.1007/s11042-011-0833-y60:3(641-667)Online publication date: 1-Oct-2012
  • (2010)Sports Information Retrieval for Video AnnotationInternational Journal of Digital Library Systems10.4018/jdls.20101027041:1(62-88)Online publication date: 1-Jan-2010
  • (2010)Contour-based strike zone shaping and visualization in broadcast baseball videoMultimedia Tools and Applications10.1007/s11042-009-0321-947:2(239-255)Online publication date: 1-Apr-2010
  • (2009)Stance-based strike zone shaping and visualization in broadcast baseball videoProceedings of the 2009 IEEE international conference on Multimedia and Expo10.5555/1698924.1698999(302-305)Online publication date: 28-Jun-2009
  • (2009)Physics-based ball tracking and 3D trajectory reconstruction with applications to shooting location estimation in basketball videoJournal of Visual Communication and Image Representation10.1016/j.jvcir.2008.11.00820:3(204-216)Online publication date: 1-Apr-2009
  • (2005)Automatic Generation of MPEG-7 Compliant XML Document for Motion Trajectory Descriptor in Sports VideoMultimedia Tools and Applications10.1007/s11042-005-0450-826:2(191-206)Online publication date: 1-Jun-2005
  • (2004)Pitching a baseballACM SIGGRAPH 2004 Papers10.1145/1186562.1015758(540-547)Online publication date: 8-Aug-2004
  • (2004)Pitching a baseballACM Transactions on Graphics10.1145/1015706.101575823:3(540-547)Online publication date: 1-Aug-2004
  • (2003)A software architecture for distributed visual tracking in a global vision localization systemProceedings of the 3rd international conference on Computer vision systems10.5555/1765473.1765515(365-375)Online publication date: 1-Apr-2003
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