標題: SERVE RECEIVE-TO-ATTACK PERIOD EXTRACTION AND HISTOGRAM-BASED PLAYER LOCALIZATION IN BROADCAST VOLLEYBALL VIDEOS
作者: Hsu, Chun-Chieh
Chen, Hua-Tsung
Chou, Chien-Li
Lee, Suh-Yin
Ho, Chien-Peng
資訊工程學系
Department of Computer Science
關鍵字: Sport video analysis;pattern recognition;camera calibration;object localization
公開日期: 2013
摘要: Serve receive-to-attack (SR2A) is the most principal way to gain points in volleyball games. In addition, the positions of players on the court reveal informative clues about both offensive and defensive formations. Hence, in this paper, we propose an effective system capable of extracting SR2A periods from long broadcast volleyball videos (taken from a pan-tilt-zoom camera), and then locating the players using a novel histogram-based approach. Enriched visual presentation can be provided to give the audience or professional players/coaches a further sight into the game. The proposed system consists of four major processing modules, including court detection, SR2A period extraction, camera calibration, and histogram-based player localization. The experiments conducted on broadcast volleyball videos show promising results.
URI: http://hdl.handle.net/11536/24372
ISBN: 978-1-4799-0288-0
期刊: 2013 IEEE INTERNATIONAL CONFERENCE ON VISUAL COMMUNICATIONS AND IMAGE PROCESSING (IEEE VCIP 2013)
Appears in Collections:Conferences Paper