| BUDÍKOVÁ, Petra, Jan BOTOREK, Michal BATKO and Pavel ZEZULA. DISA at ImageCLEF 2014: The search-based solution for scalable image annotation. Online. In CLEF 2014 Evaluation Labs and Workshop, Online Working Notes. Aachen: RWTH Aachen University, 2014, p. 1-12. ISSN 1613-0073. |
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@inproceedings{1199931,
author = {Budíková, Petra and Botorek, Jan and Batko, Michal and Zezula, Pavel},
address = {Aachen},
booktitle = {CLEF 2014 Evaluation Labs and Workshop, Online Working Notes},
keywords = {Image annotation; similarity search; scalability; evaluation},
howpublished = {elektronická verze "online"},
language = {eng},
location = {Aachen},
pages = {1-12},
publisher = {RWTH Aachen University},
title = {DISA at ImageCLEF 2014: The search-based solution for scalable image annotation},
year = {2014}
}
TY - JOUR
ID - 1199931
AU - Budíková, Petra - Botorek, Jan - Batko, Michal - Zezula, Pavel
PY - 2014
TI - DISA at ImageCLEF 2014: The search-based solution for scalable image annotation
PB - RWTH Aachen University
CY - Aachen
KW - Image annotation
KW - similarity search
KW - scalability
KW - evaluation
N2 - This paper presents an annotation tool developed by the DISA Laboratory for the ImageCLEF 2014 Scalable Concept Image Annotation challenge. Our solution exploits the search-based annotation paradigm and utilizes several sources of semantic information to determine the relevance of candidate concepts. Rather than relying on the quality of training data, our approach profits from the large quantities of information available in large image collections and semantic knowledge bases. The results achieved by our system confirm that this approach is very promising for scalable image annotation.
ER -
BUDÍKOVÁ, Petra, Jan BOTOREK, Michal BATKO and Pavel ZEZULA. DISA at ImageCLEF 2014: The search-based solution for scalable image annotation. Online. In \textit{CLEF 2014 Evaluation Labs and Workshop, Online Working Notes}. Aachen: RWTH Aachen University, 2014, p.~1-12. ISSN~1613-0073.
|
