TY - GEN
T1 - Efficient video copy detection using simple and effective extraction of color features
AU - Roopalakshmi, R.
AU - Reddy, G. Ram Mohana
PY - 2011
Y1 - 2011
N2 - In the present Multimedia era, the exponential growth of illegal videos and huge piracy issues increased the importance of Content Based video Copy Detection (CBCD) techniques. CBCD systems require compact and computationally efficient descriptors for detecting video copies. In this paper, we propose a simple and efficient video signature scheme using Dominant Color Descriptors of MPEG-7 standard in order to implement the proposed CBCD task. Experimental results show that the proposed approach yields better detection rates when compared to that of existing approaches, against common transformations like Contrast change, Noise addition, Rotation, Zooming, Blurring etc. Further, evaluation results also prove that our scheme is computationally efficient by supporting substantial reduction in the total computational cost up to the extent of 65% when compared to that of existing schemes.
AB - In the present Multimedia era, the exponential growth of illegal videos and huge piracy issues increased the importance of Content Based video Copy Detection (CBCD) techniques. CBCD systems require compact and computationally efficient descriptors for detecting video copies. In this paper, we propose a simple and efficient video signature scheme using Dominant Color Descriptors of MPEG-7 standard in order to implement the proposed CBCD task. Experimental results show that the proposed approach yields better detection rates when compared to that of existing approaches, against common transformations like Contrast change, Noise addition, Rotation, Zooming, Blurring etc. Further, evaluation results also prove that our scheme is computationally efficient by supporting substantial reduction in the total computational cost up to the extent of 65% when compared to that of existing schemes.
UR - https://www.scopus.com/pages/publications/80051557883
UR - https://www.scopus.com/pages/publications/80051557883#tab=citedBy
U2 - 10.1007/978-3-642-22726-4_49
DO - 10.1007/978-3-642-22726-4_49
M3 - Conference contribution
AN - SCOPUS:80051557883
SN - 9783642227257
T3 - Communications in Computer and Information Science
SP - 473
EP - 480
BT - Advances in Computing and Communications - First International Conference, ACC 2011, Proceedings
T2 - 1st International Conference on Advances in Computing and Communications, ACC 2011
Y2 - 22 July 2011 through 24 July 2011
ER -