Journal of Software Engineering1819-43112152-0941Asian Network for Scientific Information10.3923/jse.2014.239.251WangJia-Xing WangLie-jun YanTing 4201484An efficient algorithm for shot boundary detection is proposed in this study.
In order to eliminate the disturbances caused by illumination and camera motion,
Dual Tree Complex Wavelet Transform (DTCWT) is used in the process of raw feature
generation. Then, the enhanced texture features were extracted from the six
detailed subbands by calculate the mean and standard deviation of the high-frequency
coefficients. Non-negative Matrix Factorization (NMF) is used for extracting
structure feature from the low-frequency sub-bands image and dynamic threshold
is used for shot boundaries detection. The experiment result conducted on TRECVID
2001 test data and other test videos shows that the proposed scheme can not
only overcome illumination and motion effects efficiently, but also achieve
a high detection speed.]]>Boreczky, J.S. and L.A. Rowe,19965122128Cernekova, Z., C. Kotropoulos and I. Pitas,20032003pp: 181184Chang, L., H. Kun, J. Zhou and J. Zhang,2010617431750Do, M.N. and M. Vetterli,20024517527Gargi, U., R. Kasturi and S.H. Strayer,200010113Priya, K.J. and R.S. Rajesh,2010294100Joyce, R.A. and B. Liu,20068130140Kingsbury, N.G.,19981998pp: 319322Lee, D.D. and H.S. Seung,1999401788791Li, J., Y. Ding, Y. Shi and Q. Zeng,20092009pp: 435438Mallat, S.G.,198911674693Selesnick, I.W., R.G. Baraniuk and N.C. Kingsbury,200522123151Sheikh, H.R. and A.C. Bovik,200615430444Smith, J.R. and S.F. Chang,19941994pp: 407411Warhade, K.K., S.N. Merchant and U.B. Desai,201157461466Yoo, H.W., H.J. Ryoo and D.S. Jang,200628283300Zabih, R., J. Miller and K. Mai,19997119128Zhang, H.J. and S.W. Smoliar,19941994pp: 140149Zong-Ping, Z., L. Kun and P. Ji-Hu,20062006pp: 15