Abstract
This paper presents a new model for multiple media stream data analysis as well as descriptions of some applications of this model. This model formalizes the exploitation of correlations between multiple, potentially heterogeneous, media streams in support of numerous application areas. The goal of the technique is to determine temporal and spatial alignments which optimize a correlation function and indicate commonality and synchronization between media streams. It also provides a framework for comparison of media in unrelated domains.
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ARMAN, F., DEPOMMIER, A. and HSU, A., and CHIU, M.Y. (1994): Content-based browsing of video sequences. Proc. of ACM Multimedia’94, 97–103, San Francisco, CA.
BROWN, M. G., FOOTE, J. T., JONES, G. J. F., SPARCK JONES, K. and YOUNG, S. J. (1996): Open-vocabulary speech indexing for voice and video mail retrieval. Proc. of Multimedia’96, 307–316, Boston, MA.
BLOOM, P. J. and MARSHALL, G. D. (1984): A Digital Signal Processing System for Automatic Dialogue Post-Synchronization. SMPTE Journal, Volume 93, Number 6, June, 1984, 566–569.
CHEN, T. and RAO, R. (1995): Audio-Visual Interaction in Multimedia: From Lip-Syncronization to Joint Audio-Video Coding. IEEE Circuits and Devices, 11(6), November, 1995, 21–26.
CHEN, T. and RAO, R. (1995a): Cross-Modal Prediction in Audio-Visual Communication. Proc. ICASSP’96, Atlanta, GA, May, 1996.
LINDBLAD, C. J. (1994): A programming system for the dynamic manipulation of temporally sensitive data. MIT/LCS/TR-637, Massachusetts Institute of Technology.
RABINER, L. and JUANG, B.-H. (1993): Fundamentals of Speech Recognition, Signal Processing Series, PTR Prentice Hall, Englewood Cliffs, NJ.
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© 1998 Springer-Verlag Berlin · Heidelberg
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Makedon, F., Owen, C. (1998). Multiple Media Stream Data Analysis: Theory and Applications. In: Balderjahn, I., Mathar, R., Schader, M. (eds) Classification, Data Analysis, and Data Highways. Studies in Classification, Data Analysis, and Knowledge Organization. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-72087-1_9
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DOI: https://doi.org/10.1007/978-3-642-72087-1_9
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-63909-1
Online ISBN: 978-3-642-72087-1
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