Scientific and Technical Journal

ELECTROTECHNIC AND COMPUTER SYSTEMS

ISSN Print 2221-3937
ISSN Online 2221-3805
SCENE CHANGE DETECTION IN VIDEO STREAM
Abstract:

A new adaptive approach to video stream analysis is proposed. The basic idea is to access video data by their contents using one of the visual content features.Video is represented as sequence of segmented frames to form VAR-model and realize detecting changes in the properties of multivariate time series. Results allow determining fragments of the last, that correspond to video content changes.

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References

1. GrebenyukE.Detection ofchanges in the propertiesof non-stationaryrandom processes/ E Grebenyuk//Automation Control.– 2003. – №12. – P.44–59[in Russian].

2. Lukashin Y.P. Adaptive methods of predicting short-term time series /Y.P.Lukashin– Мoscow.: Finance and Statistics, 2003. –324р.

[in Russian].

3. Nikiforov I. Sequential detection of changes in stochastic processes / I. Nikiforov // Prep. 9-th IFAC/IFORS Symp. “Identification and System Parameter Estimation”– Budapest:– 1991. – V.1. – P.11–19[in Russian].

4. Rudenko O. An adaptive algorithm for prediction of random sequences / O.Rudenko, E Bodyanskiy // Automation – 1979. – № 1. – P. 54–57 [in Russian].

 

5. Isermann R.Digitalcontrol system /R.Isermann.–Moscow: Mir, 1984. – 541 p. [in Russian].

6. Kaminskas V. Sequential detection of changes in the parameters of dynamic objects in the process of adaptive management / V. Kaminskas, D.Vitkute // statistics management problems. – 1988. –V.83. – P. 187–191[in Russian].

7. A shortcourse in the theoryof image processing[electronicresource]/M.Zhuravel – 2012. Access mode to the resource: http://matlab.krasu.ru/imageprocess/index.html

[in Russian].

8. Bassvil M. Detection of changes in the properties of signals and dynamical systems / M.Bassvil. – Moscow: 1989.– Mir, –278 p. [in Russian].

9. Vorobeichikov S. Detection of changes in the parameters of autoregressive processes with an unknown distribution of the noise // statistics management problems / S.Vorobeichikov. – 1988. – V.83. – P.175–179[in Russian].

10. Snoek G. M. Concept-Based Video Retrieval / G. M. Snoek. –New York: McYraw-Hill, 2009. –311 p.[ in English].

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