Research on Optimization of Target Tracking and Motion Detection Algorithms in Volleyball Game Videos

The detection and tracking of movable objects are the foundations for tactical analyses and replaying important moments after a volleyball match video is analyzed. Fast advancements in video processing technologies have further opened new opportunities for sharpening the algorithms responsible for moving target detection. Manually defining the said performance of athletes on the volleyball court through appropriate algorithms enables enhanced judgments from referees and tactical arrangements by coaches. Moving from traditional detection algorithms to the incorporation of a variety of techniques empowers us to track each other in such a manner that meets the increasingly high demands for data analysis during tournaments. It is, therefore, an avenue worth looking into this particular area, which will not only advance sports video analyzers but also refine the experience of the viewer.

Authors

Publication Details

Published
2024-12-13
DOI
https://doi.org/10.1145/3723936.3723984
Primary Topic
Winter Sports Injuries and Performance
Type
article
Field-Weighted Citation Impact
0.00
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article

Research on Optimization of Target Tracking and Motion Detection Algorithms in Volleyball Game Videos

Jingguang Xie
Winter Sports Injuries and Performance
article

Research on Optimization of Target Tracking and Motion Detection Algorithms in Volleyball Game Videos

Jingguang Xie
article en

Abstract

The detection and tracking of movable objects are the foundations for tactical analyses and replaying important moments after a volleyball match video is analyzed. Fast advancements in video processing technologies have further opened new opportunities for sharpening the algorithms responsible for moving target detection. Manually defining the said performance of athletes on the volleyball court through appropriate algorithms enables enhanced judgments from referees and tactical arrangements by coaches. Moving from traditional detection algorithms to the incorporation of a variety of techniques empowers us to track each other in such a manner that meets the increasingly high demands for data analysis during tournaments. It is, therefore, an avenue worth looking into this particular area, which will not only advance sports video analyzers but also refine the experience of the viewer.

Openalex Percentile: Top 54%
Winter Sports Injuries and Performance
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