A MPEG-7 compliant video management system: BilVMS

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2003-04-11

Author

Esen, E
Onur, O
Soysal, M
Yasaroglu, Y
Tekinalp, S
Alatan, Abdullah Aydın

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This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

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In the recent years, there has been a growing interest towards the management of multimedia data. Recently, ISO MPEG organization has finished establishing a new standard, MPEG-7, for describing audio-visual data for interoperable indexing, searching and browsing purposes. Following this standard, a state-of-the-art video management system has been designed and implemented. The system is capable of temporally segmenting video into shots, as well as obtaining a semantically meaningful group of shots, i.e. scenes. The scene decomposition is achieved using a HMM-based formulation by multimodal features. Keyframes are used as shot representatives and their visual descriptions are utilized to make similarity queries. Moreover, these low-level descriptors are also used to reach a number of semantic visual classes using support vector machines. Finally, automatic detection of human faces via skin color filtering and videotext recognition increase the indexing capabilities of the BilVMS system.

URI

https://hdl.handle.net/11511/40126

DOI

https://doi.org/10.1142/9789812704337_0014

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Department of Electrical and Electronics Engineering, Conference / Seminar

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Citation Formats

E. Esen, O. Onur, M. Soysal, Y. Yasaroglu, S. Tekinalp, and A. A. Alatan, “A MPEG-7 compliant video management system: BilVMS,” 2003, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/40126.