A review of vision-based systems for soccer video analysis
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- 作者：T. D’ ; Orazio ; M. Leo
- 关键词：Soccer video analysis ; Computer vision ; Low-level and high-level feature extraction ; Modeling of feature dynamics
- 刊名：Pattern Recognition
- 出版年：2010
- 出版时间：August 2010
- 年：2010
- 卷：43
- 期：8
- 页码：2911-2926
- 全文大小：1157 K
文摘
This paper presents a survey of soccer video analysis systems for different applications: video summarization, provision of augmented information, high-level analysis. Computer vision techniques have been adapted to be applicable in the challenging soccer context. Different semantic levels of interpretation are required according to the complexity of the corresponding applications. For each application area we analyze the computer vision methodologies, their strengths and weaknesses and we investigate whether these approaches can be applied to extensive and real time soccer video analysis.