Title :
An effective video matching algorithm for adaptive video fingerprints
Author :
Xin-Yue Zhuang ; Ke-Bin Jia ; Yi-zhe Li ; Qing Zhu
Author_Institution :
Beijing Univ. of Technol., China
Abstract :
Summary form only given. The proliferation of video content makes video similarity detection an indispensable tool in video management, searching, and navigation. We propose a new algorithm that targets detecting given video clips from TV programs. The algorithm has the following two advantages: it is simple and can be implemented in realtime; it is robust against TV channel noise and the video re-editing frequently seen on TV programs, for example, slow motion. Our algorithm improved video fingerprints, a region based video feature, with an adaptive computation. A novel dynamic time warping algorithm is used to cope with noise and video re-editing. Experimental results demonstrate the effectiveness of the algorithm.
Keywords :
image matching; random noise; video signal processing; TV programs; adaptive video fingerprints; dynamic time warping algorithm; region based video feature; video clips; video content; video management; video matching algorithm; video navigation; video re-editing; video searching; video similarity detection; Content management; Fingerprint recognition; Heuristic algorithms; Navigation; Noise robustness; TV; Technology management;
Conference_Titel :
Nonlinear Signal and Image Processing, 2005. NSIP 2005. Abstracts. IEEE-Eurasip
Conference_Location :
Sapporo
Print_ISBN :
0-7803-9064-4
DOI :
10.1109/NSIP.2005.1502278