Title :
A simplified ordinal-based method for video signature
Author :
Chaisorn, Lekha ; Manders, Corey
Author_Institution :
Inst. for Infocomm Res., A*STAR, Singapore, Singapore
Abstract :
In this paper, we propose an algorithm for video signature using music videos and news video for our study. The algorithm was developed based on our earlier work with an improvement (reducing the steps) on the process of generating video signature. Thus, revised process reduces the amount of processing time needed tremendously. In addition, besides color as a feature, we introduce the addition of a face feature to improve the system performance for video matching. For our experimental set up, most conditions met the requirements set forth by MPEG standardization on visual signature tools. Initial results show that the algorithm is effective and robust to several transformations such as color change, brightness change, the addition of Gaussian noise, and resolution reduction.
Keywords :
Gaussian noise; digital signatures; image colour analysis; image matching; image resolution; video coding; Gaussian noise; MPEG standardization; brightness change; color change; face feature; music videos; news video; ordinal-based method; resolution reduction; system performance; video matching; video signature; visual signature tools; Brightness; Colored noise; Fusion power generation; Gaussian noise; Music information retrieval; Noise robustness; Poles and towers; Standardization; System performance; Visual databases;
Conference_Titel :
Information, Communications and Signal Processing, 2009. ICICS 2009. 7th International Conference on
Conference_Location :
Macau
Print_ISBN :
978-1-4244-4656-8
Electronic_ISBN :
978-1-4244-4657-5
DOI :
10.1109/ICICS.2009.5397482