|
ABSTRACT
We propose an innovative, general purpose, approach to the selection and hierarchical representation of key frames of a video sequence for video summarization. In the first stage the shot detection module performs the video structural analysis; in the second stage the key frame extraction module creates the visual summary; and the last stage the summary post-processing module, after a pre-a classification aimed remove meaningless key frames, create a multilevel storyboard that the user may browse.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
| |
1
|
Agraim P., Zhang H., Petkovic D., "Content-Based Representation and Retrieval of Visual Media: A State of the Art review", Multimedia Tools and Applications, vol. 3, pp. 179--202, 1996.
|
| |
2
|
Breiman L., Friedman J. H., Olshen R. A.and Stone C. J., Classification and Regression Trees, (Wadsworth and Brooks/Cole), 1984.
|
| |
3
|
Chetverikov D. and Szabo Zs. "A Simple and Efficient Algorithm for Detection of High Curvature Points in Planar Curves", Proc. 23rd Workshop of the Austrian Pattern Recognition Group, pp. 175--184, 1999.
|
| |
4
|
Ciocca G., Gagliardi I., Schettini R. "Quicklook2: An Integrated Multimedia System", International Journal of Visual Languages and Computing, Special issue on Querying Multiple Data Sources, vol. 12. pp. 81--103, 2001.
|
| |
5
|
Corchs S., Deco G., "Large-scale neural model for visual attention: integration of experimental single-cell and fMRI data", Cerebral Cortex, vol. 12, pp. 339--348, 2002.
|
| |
6
|
Deng Y.N., Henny C., Moore M.S., Manjunath B.S., "Peer group filtering and perceptual color quantization", IEEE Int. Symposium on Circuits and Systems, vol. 4, pp. 21--24, 1999.
|
| |
7
|
Divakaran A., Cabasson R., "Content Based Browsing System for Personal Video Recorders", Proc. Int. Conference on Consumer Electronics, pp. 114--115, 2002.
|
| |
8
|
Fernando W. A. C., Canaharajah C. N., Bull D. R., "Fade-In and Fade-Out Detection in Video Sequences Using Histograms", Proc. ISCAS 2000 -- IEEE International Symposium on Circuits and System, IV 709--712, Geneva, Switzerland, 2000.
|
| |
9
|
Fisher R.A., "The use of multiple measures in taxonomic problems", Ann. Eugenics, vol. 7, pp.179--188, 1936.
|
| |
10
|
|
| |
11
|
Idris F., Panchanathan S., "Storage and retrieval of compressed images using wavelet vector quantization", Journal of Visual Languages and Computing,vol. 8, pp. 289--301, 1997.
|
| |
12
|
Kenney C., Deng Y.N., Manjunath B.S., Hewer G., "Peer Group image enhancement", IEEE Trans. Image Processing, 10(2), 326--334, 2001.
|
| |
13
|
Lee J.H., Lee G.G., Kim W.Y. "Automatic Video Summarization Tool using MPEG-7 Descriptors for Personal Video Recorder", IEEE Transaction on Consumer Electronics, Vol. 49, No. 3, pp.742--249, 2003
|
| |
14
|
|
| |
15
|
|
| |
16
|
Schettini R., Brambilla C., Cusano C., Ciocca G., "Automatic classification of digital photographs based on decision forests", Int. J. of Pattern Recognition and Artificial Intelligence, vol. 18(5), pp. 819--846, 2004.
|
| |
17
|
Scheunders P., Livens S., Van de Wouwer G., Vautrot P., Van Dyck D. "Wavelet-based texture analysis", Int. Journal Computer Science and Information management, vol. 1(2), pp. 22--34, 1998.
|
| |
18
|
URL: Archivio di Etnografie e Storia Sociale, Regione Lombardia (AESS Archive): http://aess.itc.cnr.it/index.htm.
|
| |
19
|
Vercauteren D., Quality assurance for digital camera images, EPFL-IVRG Project Report, 2003.
|
|