TY - JOUR
T1 - Fully automatic and frame-accurate video synchronization using bitrate sequences
AU - Schweiger, Florian
AU - Schroth, Georg
AU - Eichhorn, Michael
AU - Al-Nuaimi, Anas
AU - Cizmeci, Burak
AU - Fahrmair, Michael
AU - Steinbach, Eckehard
PY - 2013
Y1 - 2013
N2 - Video synchronization is an essential processing step in many multimedia applications, and various methods have been proposed in the literature each of which addresses the problem from a different point of vantage. In this article, we present an information theoretic approach to video synchronization, based on the state-of-the-art in hybrid video coding. Time series derived from the videos' instantaneous bitrate demand are correlated in a robust manner employing the recently published ConCor algorithm. We enhance ConCor with integrated normalization capabilities in order to improve its shape-oriented matching performance. Furthermore, we present a mathematical framework to derive the most suitable ConCor parameters given a specific class of input videos. In an extensive experimental analysis, we give an insight into the representation of synchronization-relevant scene changes with bitrate data, and examine the influence of encoding parameters on the synchronization performance. Experiments on diverse video input substantiate the reliable performance of our easy to implement, yet effective video synchronization algorithm which distinguishes itself in that it operates largely without manual intervention.
AB - Video synchronization is an essential processing step in many multimedia applications, and various methods have been proposed in the literature each of which addresses the problem from a different point of vantage. In this article, we present an information theoretic approach to video synchronization, based on the state-of-the-art in hybrid video coding. Time series derived from the videos' instantaneous bitrate demand are correlated in a robust manner employing the recently published ConCor algorithm. We enhance ConCor with integrated normalization capabilities in order to improve its shape-oriented matching performance. Furthermore, we present a mathematical framework to derive the most suitable ConCor parameters given a specific class of input videos. In an extensive experimental analysis, we give an insight into the representation of synchronization-relevant scene changes with bitrate data, and examine the influence of encoding parameters on the synchronization performance. Experiments on diverse video input substantiate the reliable performance of our easy to implement, yet effective video synchronization algorithm which distinguishes itself in that it operates largely without manual intervention.
KW - Video signal processing
KW - multimedia systems
KW - video codecs
UR - http://www.scopus.com/inward/record.url?scp=84871376890&partnerID=8YFLogxK
U2 - 10.1109/TMM.2012.2225038
DO - 10.1109/TMM.2012.2225038
M3 - Article
AN - SCOPUS:84871376890
SN - 1520-9210
VL - 15
SP - 1
EP - 14
JO - IEEE Transactions on Multimedia
JF - IEEE Transactions on Multimedia
IS - 1
M1 - 6331543
ER -