Title :
Temporal segmentation of association football from TV broadcasting
Author :
Siles, Francisco
Author_Institution :
PRIS-Lab.: Pattern Recognition & Intell. Syst. Lab., Univ. de Costa Rica, San Jose, Costa Rica
Abstract :
This paper presents the first module of our system Ace for the automated interpretation of association football games. This module is in charge of the temporal segmentation of the input broadcasting TV video into scenes. The temporal segmentation is based on a new devised dissimilarity measure using the Bhattacharyya distance of the hue and local spatial variance histograms, to incorporate chromatic and structural properties of the images. Great results of extended experiments conducted on the last FIFA´s World Cup are presented.
Keywords :
image segmentation; sport; television broadcasting; video signal processing; ACE; Bhattacharyya distance; FIFA World Cup; TV broadcasting; TV video; association football; automated association football game interpretation; chromatic properties; devised dissimilarity measure; spatial variance histograms; structural properties; temporal segmentation; Cameras; Equations; Feature extraction; Games; Histograms; Image color analysis; Visualization;
Conference_Titel :
Intelligent Engineering Systems (INES), 2013 IEEE 17th International Conference on
Conference_Location :
San Jose
Print_ISBN :
978-1-4799-0828-8
DOI :
10.1109/INES.2013.6632843