DocumentCode
2300114
Title
Accuracy and stability improvement of tomography video signatures
Author
Sebastian, P. ; Kalva, Hari
Author_Institution
Dept. of Comput. Sci. & Eng., Florida Atlantic Univ., Boca Raton, FL, USA
fYear
2010
fDate
19-23 July 2010
Firstpage
133
Lastpage
137
Abstract
Video signature techniques based on tomography images address the problem of video identification. This method relies on temporal segmentation and sampling strategies to build and determine the unique elements that form the signature. In this paper an extension for these methods is presented; first an implementation for high contrast sub-sampling and up-sampling filters is used to increase tomography edge stability, then a robust temporal video segmentation system is used to replace the original method applied to determine shot changes more accurately, and finally a new feature extraction method, derived from the previously proposed sampling pattern, was implemented and tested, resulting in a highly distinctive set of signature elements. The video set for the test was recorded from live broadcast TV, using as queries 20 different commercials, with the objective of analyzing the audit proficiency of the signatures for new applications. The performance obtain over the version presented in is significant with 99.58% of Recall and 99.35% of Precision prediction.
Keywords
image sampling; image segmentation; stability; tomography; video signal processing; high contrast subsampling; robust temporal video segmentation system; sampling strategies; stability improvement; temporal segmentation; tomography edge stability; tomography images; tomography video signatures; up-sampling filters; video identification; Digital filters; Feature extraction; Histograms; Interpolation; Pixel; Streaming media; Tomography; histogram; independence; interpolation; sampling; shot detection; video signature; video tomography;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo (ICME), 2010 IEEE International Conference on
Conference_Location
Suntec City
ISSN
1945-7871
Print_ISBN
978-1-4244-7491-2
Type
conf
DOI
10.1109/ICME.2010.5583903
Filename
5583903
Link To Document