DocumentCode
149696
Title
Multi temporal distance images for shot detection in soccer games
Author
Hoernig, Martin ; Herrmann, Markus ; Radig, Bernd
Author_Institution
Image Understanding & Knowledge-Based Syst., Tech. Univ. Munchen, Mϋnchen, Germany
fYear
2014
fDate
1-5 Sept. 2014
Firstpage
2420
Lastpage
2424
Abstract
We present a new approach for video shot detection and introduce multi temporal distance images (MTDIs), formed by chisquare based similarity measures that are calculated pairwise within a floating window of video frames. By using MTDI-based boundary detectors, various cuts and transitions in various shapes (dissolves, overlayed effects, fades, and others) can be determined. The algorithm has been developed within the special context of soccer game TV broadcasts, where a particular interest in long view shots is intrinsic. With a correct shot detection rate in camera 1 shots of 98.2% within our representative test data set, our system outperforms competing state-of-the-art systems.
Keywords
object detection; sport; video signal processing; MTDI; boundary detectors; chisquare based similarity measures; floating window; multitemporal distance images; soccer game TV broadcasts; video frames; video shot detection; Cameras; Detectors; Games; Histograms; Robustness; Shape; Symmetric matrices; multi temporal distance image (MTDI); soccer video analysis; video indexing; video segmentation; video shot boundary detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
Conference_Location
Lisbon
Type
conf
Filename
6952884
Link To Document