A study of the color-structure descriptor for shot boundary detection

This paper focus on the study of the color structure descriptor (CSD) for shot boundary detection in video sequences. We interest in the validation and the optimisation of this descriptor in the aim of its real time implementa- tion on hardware architecture. In this context, the CSD was applied for 256 and 32 quantification levels in the HMMD color space. The use of a lower number of quantification levels can assure a better computing performance while preserving a satisfactory level of accuracy in term of shot boundary de- tection rate. This can be useful for constrained applications and platforms. An example of hardware implementation architecture of the CSD is also presented in this paper.

[1]  Touradj Ebrahimi,et al.  Interaction between High-Level and Low-Level Image Analysis for Semantic Video Object Extraction , 2004, EURASIP J. Adv. Signal Process..

[2]  Shih-Fu Chang,et al.  Overview of the MPEG-7 standard , 2001, IEEE Trans. Circuits Syst. Video Technol..

[3]  Liang-Gee Chen,et al.  Architecture and Analysis of Color Structure Descriptor for Real-Time Video Indexing and Retrieval , 2004, PCM.

[4]  Ajay Divakaran,et al.  MPEG-7 visual motion descriptors , 2001, IEEE Trans. Circuits Syst. Video Technol..

[5]  Liang-Gee Chen,et al.  Architecture and analysis of color structure and scalable color descriptor for real-time video indexing and retrieval , 2004, IEEE International Symposium on Consumer Electronics, 2004.

[6]  Dean S. Messing,et al.  The MPEG-7 colour structure descriptor: image description using colour and local spatial information , 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

[7]  Michael G. Strintzis,et al.  Real-time compressed-domain spatiotemporal segmentation and ontologies for video indexing and retrieval , 2004, IEEE Transactions on Circuits and Systems for Video Technology.

[8]  Whoi-Yul Kim,et al.  Automatic video summarizing tool using MPEG-7 descriptors for personal video recorder , 2003, IEEE Trans. Consumer Electron..

[9]  B. S. Manjunath,et al.  Color and texture descriptors , 2001, IEEE Trans. Circuits Syst. Video Technol..