by M Hoernig, M Herrmann and B Radig
Abstract:
We present a new approach for video shot detection and introduce multi temporal distance images (MTDIs), formed by chi-square 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.
Reference:
Multi Temporal Distance Images for Shot Detection in Soccer Games (M Hoernig, M Herrmann and B Radig), In EUSIPCO 2014 (22nd European Signal Processing Conference 2014) (EUSIPCO 2014), 2014.
Bibtex Entry:
@inproceedings{hoernig_shot_detection_2014,
author = {M Hoernig and M Herrmann and B Radig},
title = {Multi Temporal Distance Images for Shot Detection in Soccer Games},
booktitle = {EUSIPCO 2014 (22nd European Signal Processing Conference 2014) (EUSIPCO
2014)},
year = {2014},
address = {Lisbon, Portugal},
month = {sep},
abstract = {We present a new approach for video shot detection and introduce multi
temporal distance images (MTDIs), formed by chi-square 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.},
days = {1},
keywords = {soccer video analysis; video indexing; multi temporal distance image
(MTDI); video segmentation; video shot boundary detection; soccer},
}