TY - GEN
T1 - A novel CBCD approach using MPEG-7 motion activity descriptors
AU - Roopalakshmi, R.
AU - Reddy, G. Ram Mohana
PY - 2011
Y1 - 2011
N2 - Motion features contribute significant information about a video content. This paper highlights a novel CBCD (Content-Based Copy Detection) approach, by incorporating several motion activity features. First, we extract both temporal and spatial motion features to describe overall activity of a video sequence. Second, we combine these features in a feasible manner, to generate robust video fingerprints. Third, clustering based pruned search is utilized for similarity matching instead of direct searching of video fingerprints. The proposed system is tested on TRECVID-2007 data set and the results demonstrate the effectiveness of the proposed system against several transformations such as random noise, fast forward, pattern insertion, cropping and picture-inside-picture.
AB - Motion features contribute significant information about a video content. This paper highlights a novel CBCD (Content-Based Copy Detection) approach, by incorporating several motion activity features. First, we extract both temporal and spatial motion features to describe overall activity of a video sequence. Second, we combine these features in a feasible manner, to generate robust video fingerprints. Third, clustering based pruned search is utilized for similarity matching instead of direct searching of video fingerprints. The proposed system is tested on TRECVID-2007 data set and the results demonstrate the effectiveness of the proposed system against several transformations such as random noise, fast forward, pattern insertion, cropping and picture-inside-picture.
UR - https://www.scopus.com/pages/publications/84856359036
UR - https://www.scopus.com/pages/publications/84856359036#tab=citedBy
U2 - 10.1109/ISM.2011.36
DO - 10.1109/ISM.2011.36
M3 - Conference contribution
AN - SCOPUS:84856359036
SN - 9780769545899
T3 - Proceedings - 2011 IEEE InternationalSymposium on Multimedia, ISM 2011
SP - 179
EP - 184
BT - Proceedings - 2011 IEEE InternationalSymposium on Multimedia, ISM 2011
T2 - 13th IEEE International Symposium on Multimedia, ISM 2011
Y2 - 5 December 2011 through 7 December 2011
ER -