Abstract
A novel video retrieval tool based on MPEG-4 video object (VO) representation is presented. The algorithm extends the concept of edge potential functions (EPF), already used in shape-based image retrieval, tailored to work on shapes extracted from VO planes defined in MPEG-4 syntax. First, key frames are selected from the VO sequence by detecting significant object deformations. Then, object boundaries are extracted from each key frame by a simple manipulation of the relevant object plane bitmap, and normalized. Finally a shape-EPF (S-EPF) is calculated from the normalized boundaries and used to perform the matching with user’s query. Experimental results demonstrate that the proposed algorithm is efficient and fast in indexing a video sequence according to the presence of specific video objects.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Aslandogan, Y.A., Yu, C.T.: Techniques and Systems for Image and Video Retrieval. IEEE Trans. on Knowledge and Data Engineering 11(1), 56–63 (1999)
Yoshitaka, A., Ichikawa, T.: A Survey on Content-Based Retrieval for Multimedia Databases. IEEE Trans. on Knowledge & Data Engineering 11(1), 81–93 (1999)
ISO/IEC 14496: Coding of audio-visual objects: Video. IInd edn. (2001)
Sikora, T.: The MPEG-4 Video Standard Verification Model. IEEE Trans. on Circuits and Systems for Video Technology 7(1), 19–31 (1997)
Deng, Y., Manjunath, B.S.: Netra-V: Toward an Object-Based Video Representation. IEEE Trans. on Circuits and Systems for Video Technology 8(5), 616–627 (1998)
Ferman, A.M., Günsel, B., Tekalp, A.M.: Object-Based Indexing of MPEG-4 Compressed Video. In: Proc. VCIP 1997, vol. SPIE-3024, pp. 953–963 (1997)
Ferman, A.M., Günsel, B., Tekalp, A.M.: Motion and Shape Signatures for Object-Based Indexing of MPEG-4 Compressed Video. In: Proc. ICASSP 1997, pp. 2601–2604 (1997)
Erol, B., Kossentini, F.: Similarity matching of arbitrarily shaped video by still shape features and shape deformations. In: Proc. ICIP 2001, pp. 661–664 (2001)
Dao, S.M., De Natale, F.G.B., Massa, A.: Edge Potential Functions and Genetic Algorithms for Shape-based Image Retrieval. In: Proc. ICIP 2003 (2003)
Erol, B., Kossentini, F.: Automatic Key Video Object Plane Selection Using the Shape Information in the MPEG-4 Compressed Domain. IEEE Trans. in Multimedia 2(2), 129–138 (2000)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2004 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Dao, MS., DeNatale, F.G.B., Massa, A. (2004). MPEG-4 Video Retrieval Using Video-Objects and Edge Potential Functions. In: Aizawa, K., Nakamura, Y., Satoh, S. (eds) Advances in Multimedia Information Processing - PCM 2004. PCM 2004. Lecture Notes in Computer Science, vol 3333. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30543-9_69
Download citation
DOI: https://doi.org/10.1007/978-3-540-30543-9_69
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-23985-7
Online ISBN: 978-3-540-30543-9
eBook Packages: Computer ScienceComputer Science (R0)