Demo: Spatio-temporal template matching for ball detection | IEEE Conference Publication | IEEE Xplore

Demo: Spatio-temporal template matching for ball detection


Abstract:

This paper considers the detection of ball in a basketball game covered by multiple loosely synchronized cameras. First, plausible ball candidates are detected on the nod...Show More

Abstract:

This paper considers the detection of ball in a basketball game covered by multiple loosely synchronized cameras. First, plausible ball candidates are detected on the nodes of a 3D grid defined around the basket. This is done by correlating independently in each view the spatial template of the ball with a precomputed foreground mask. Efficient implementation of this step relies on integral images. Afterwards, false positives are filtered out based on a temporal analysis of the ball trajectory. This analysis builds on the Random Sample Consensus (RANSAC) method, with a ballistic trajectory model. The integrated approach is demonstrated on a real-life dataset, and appears to be both effective and efficient.
Date of Conference: 22-25 August 2011
Date Added to IEEE Xplore: 13 October 2011
ISBN Information:
Conference Location: Ghent, Belgium

References

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