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Automatic player detection, labeling and tracking in ...
Our system framework is illustrated in Fig. 1.The whole procedure is a two-pass video scan. In the first scan, we (1) learn video dominant color via accumulated color histograms and (2) unsupervised learn players’ appearance models over hundreds of player samples collected by a well-trained boosted player detector....
Video analysis-based vehicle detection and tracking using ...
This article presents a probabilistic method for vehicle detection and tracking through the analysis of monocular images obtained from a vehicle-mounted camera. The method is designed to address the main shortcomings of traditional particle filtering approaches, namely Bayesian methods based on importance sampling, for use in traffic environments.
Multimodal feature extraction and fusion for semantic ...
This paper presents a classified review of soccer video analysis works. The existing approaches in the aspects of highlight event detection, video summarization and retrieval based on video stream, ball and player tracking for provision of match statistics, technical and tactical analysis and application of different sources in soccer video analysis have been surveyed....
A survey on player tracking in soccer videos - ScienceDirect
An interesting review of the state-of-the-art in tracking algorithms can be found in Yilmaz et al. (2006), and a survey on visual tracking was provided by Yang et al. (2011).Two surveys on soccer video analysis were also provided by D’ Orazio and Leo (2010) and Oskouie et al. (2014).However, they were focused on various soccer video applications, while methodologies for player detection and ......
Automatic player labeling, tracking and field registration ...
Automatic extraction of semantic colors in sports video. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Google Scholar; Watanabe, T., Haseyama, M., and Kitajima, H. 2004. A soccer field tracking method with wire frame model from TV images.
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