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Fourth IEEE International Conference on Data Mining (ICDM'04)
MMSS: Multi-Modal Story-Oriented Video Summarization
Brighton, United Kingdom
November 01-November 04
ISBN: 0-7695-2142-8
ASCII Text
x 
 
Jia-Yu Pan, Hyungjeong Yang, Christos Faloutsos, "MMSS: Multi-Modal Story-Oriented Video Summarization," Data Mining, IEEE International Conference on, pp. 491-494, Fourth IEEE International Conference on Data Mining (ICDM'04), 2004.
 
 
BibTex
x
 
@article{ 10.1109/ICDM.2004.10033,
author = {Jia-Yu Pan and Hyungjeong Yang and Christos Faloutsos},
title = {MMSS: Multi-Modal Story-Oriented Video Summarization},
journal ={Data Mining, IEEE International Conference on},
volume = {0},
year = {2004},
isbn = {0-7695-2142-8},
pages = {491-494},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2004.10033},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Data Mining, IEEE International Conference on
TI - MMSS: Multi-Modal Story-Oriented Video Summarization
SN - 0-7695-2142-8
SP491
EP494
A1 - Jia-Yu Pan,
A1 - Hyungjeong Yang,
A1 - Christos Faloutsos,
PY - 2004
KW - null
VL - 0
JA - Data Mining, IEEE International Conference on
ER -
 
Jia-Yu Pan, Carnegie Mellon University
Hyungjeong Yang, Carnegie Mellon University
Christos Faloutsos, Carnegie Mellon University
We propose multi-modal story-oriented video summarization (MMSS) which, unlike previous works that use fine-tuned, domain-specific heuristics, provides a domain-independent, graph-based framework. MMSS uncovers correlation between information of different modalities which gives meaningful story-oriented news video summaries. MMSS can also be applied for video retrieval, giving performance that matches the best traditional retrieval techniques (OKAPI and LSI), with no fine-tuned heuristics such as tf/idf.
Citation:
Jia-Yu Pan, Hyungjeong Yang, Christos Faloutsos, "MMSS: Multi-Modal Story-Oriented Video Summarization," icdm, pp.491-494, Fourth IEEE International Conference on Data Mining (ICDM'04), 2004
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