Title :
A Robust Replay Detection Algorithm for Soccer Video
Author :
Xu, Wei ; Yi, Yang
Author_Institution :
Sch. of Inf. Sci. & Technol., Sun Yat-sen Univ., Guangzhou, China
Abstract :
Replay is one of the most important clues for semantic analysis of soccer video. A replay is always sandwiched by a pair of logos, which indicate the start and end of a replay. In this letter, we present a robust replay detection algorithm based on logo image recognition. First, we detect the logo template from soccer video sequences. Then we find logos by comparing the similarity between images and the template. Finally the replay is detected by pairing logos. We test our proposed algorithm on four soccer matches, and the experimental results show that our algorithm is effective and robust. Moreover, our algorithm can be easily applied to other sports videos.
Keywords :
image recognition; image sequences; sport; video signal processing; logo image recognition; logo template detection; robust replay detection algorithm; semantic analysis; soccer video sequences; Algorithm design and analysis; Clustering algorithms; Detection algorithms; Hidden Markov models; Materials; Robustness; Semantics; Replay detection; logo templates; soccer video analysis;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2011.2161287