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Using MPEG-7 Descriptors in Image Retrieval with Self-Organizing Maps
Quebec City, QC, Canada August 11-August 15
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.104848516th International Conference on Patt ...
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Markus Koskela, Jorma Laaksonen, Erkki Oja, "Using MPEG-7 Descriptors in Image Retrieval with Self-Organizing Maps," Pattern Recognition, International Conference on, vol. 2, pp. 21049, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 2, 2002.
 
 
BibTex
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@article{ 10.1109/ICPR.2002.1048485,
author = {Markus Koskela and Jorma Laaksonen and Erkki Oja},
title = {Using MPEG-7 Descriptors in Image Retrieval with Self-Organizing Maps},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2002},
issn = {1051-4651},
pages = {21049},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1048485},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Using MPEG-7 Descriptors in Image Retrieval with Self-Organizing Maps
SN - 1051-4651
SP
EP
A1 - Markus Koskela,
A1 - Jorma Laaksonen,
A1 - Erkki Oja,
PY - 2002
KW - null
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
Markus Koskela, Helsinki University of Technology
Jorma Laaksonen, Helsinki University of Technology
Erkki Oja, Helsinki University of Technology
The MPEG-7 standard is emerging as both a general framework for content description and a collection of specific, agreed-upon content descriptors. We have developed a neural, self-organizing technique for content-based image retrieval. In this paper, we apply the visual content descriptors provided by MPEG-7 in our PicSOM system and compare our own image indexing technique with a reference method based on vector quantization. The results of our experiments show that the MPEG-7 descriptors can be used as such in the PicSOM system.
Citation:
Markus Koskela, Jorma Laaksonen, Erkki Oja, "Using MPEG-7 Descriptors in Image Retrieval with Self-Organizing Maps," icpr, vol. 2, pp.21049, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 2, 2002
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