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The Semantic Pathfinder for Generic News Video Indexing
Toronto, ON, Canada July 09-July 12
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICME.2006.2628192006 IEEE International Conference on ...
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C.G.M. Snoek, M. Worring, J. Geusebroek, D.C. Koelma, F.J. Seinstra, A.W.M. Smeulders, "The Semantic Pathfinder for Generic News Video Indexing," Multimedia and Expo, IEEE International Conference on, pp. 1469-1472, 2006 IEEE International Conference on Multimedia and Expo, 2006.
 
 
BibTex
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@article{ 10.1109/ICME.2006.262819,
author = {C.G.M. Snoek and M. Worring and J. Geusebroek and D.C. Koelma and F.J. Seinstra and A.W.M. Smeulders},
title = {The Semantic Pathfinder for Generic News Video Indexing},
journal ={Multimedia and Expo, IEEE International Conference on},
volume = {0},
year = {2006},
isbn = {1-4244-0366-7},
pages = {1469-1472},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICME.2006.262819},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Multimedia and Expo, IEEE International Conference on
TI - The Semantic Pathfinder for Generic News Video Indexing
SN - 1-4244-0366-7
SP1469
EP1472
A1 - C.G.M. Snoek,
A1 - M. Worring,
A1 - J. Geusebroek,
A1 - D.C. Koelma,
A1 - F.J. Seinstra,
A1 - A.W.M. Smeulders,
PY - 2006
KW - null
VL - 0
JA - Multimedia and Expo, IEEE International Conference on
ER -
 
C.G.M. Snoek, Intelligent Systems Lab Amsterdam, University of Amsterdam, Kruislaan 403, 1098 SJ Amsterdam, The Netherlands. cgmsnoek@science.uva.nl
M. Worring, Intelligent Systems Lab Amsterdam, University of Amsterdam, Kruislaan 403, 1098 SJ Amsterdam, The Netherlands. worring@science.uva.nl
J. Geusebroek, Intelligent Systems Lab Amsterdam, University of Amsterdam, Kruislaan 403, 1098 SJ Amsterdam, The Netherlands. mark@science.uva.nl
D.C. Koelma, Intelligent Systems Lab Amsterdam, University of Amsterdam, Kruislaan 403, 1098 SJ Amsterdam, The Netherlands. koelma@science.uva.nl
F.J. Seinstra, Intelligent Systems Lab Amsterdam, University of Amsterdam, Kruislaan 403, 1098 SJ Amsterdam, The Netherlands. fjseins@science.uva.nl
A.W.M. Smeulders, Intelligent Systems Lab Amsterdam, University of Amsterdam, Kruislaan 403, 1098 SJ Amsterdam, The Netherlands. smeulders@science.uva.nl
This paper presents the semantic pathfinder architecture for generic indexing of video archives. The pathfinder automatically extracts semantic concepts from video based on the exploration of different paths through three consecutive analysis steps, closely linked to the video production process, namely: content analysis, style analysis, and context analysis. The virtue of the semantic pathfinder is its learned ability to find a best path of analysis steps on a per-concept basis. To show the generality of this indexing approach we develop detectors for a lexicon of 32 concepts and we evaluate the semantic pathfinder against the 2004 NIST TRECVID video retrieval benchmark, using a news archive of 64 hours. Top ranking performance indicates the merit of the semantic pathfinder.
Citation:
C.G.M. Snoek, M. Worring, J. Geusebroek, D.C. Koelma, F.J. Seinstra, A.W.M. Smeulders, "The Semantic Pathfinder for Generic News Video Indexing," icme, pp.1469-1472, 2006 IEEE International Conference on Multimedia and Expo, 2006
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