An Effective Slow-Motion Detection Approach for Compressed Soccer Videos

الملخص EN

Slow-motion replays are content full segments of broadcast soccer videos.

In this paper, we propose an efficient method for detection of slow-motion shots produced by high-speed cameras in soccer broadcasts.

A rich set of color, motion, and cinematic features are extracted from compressed video by partial decoding of the MPEG-1 bitstream.

Then, slow-motion shots are modeled by SVM classifiers for each shot class.

A set of six full-match soccer games is used for training and evaluation of the proposed method.

Our algorithm presents satisfactory results along with high speed for slow-motion detection in soccer videos.