Difference between revisions of "Multimedia Information Retrieval based on Late Semantic Fusion Approaches: Experiments on a Wikipedia Image Collection"
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| + | | title = Multimedia Information Retrieval based on Late Semantic Fusion Approaches: Experiments on a Wikipedia Image Collection | ||
| + | | date = 2013 | ||
| + | | authors = [[Xaro Benavent]]<br />[[Ana García-Serrano]]<br />[[Ruben Granados]]<br />[[Joan Benavent]]<br />[[Esther de Ves]] | ||
| + | | doi = 10.1109/TMM.2013.2267726 | ||
| + | | link = http://ieeexplore.ieee.org/document/6529192/ | ||
| + | | plink = https://www.researchgate.net/profile/E_Ves/publication/260349946_Multimedia_Information_Retrieval_Based_on_Late_Semantic_Fusion_Approaches_Experiments_on_a_Wikipedia_Image_Collection/links/0deec539050d7580aa000000.pdf | ||
| + | }} | ||
'''Multimedia Information Retrieval based on Late Semantic Fusion Approaches: Experiments on a Wikipedia Image Collection''' - scientific work related to [[Wikipedia quality]] published in 2013, written by [[Xaro Benavent]], [[Ana García-Serrano]], [[Ruben Granados]], [[Joan Benavent]] and [[Esther de Ves]]. | '''Multimedia Information Retrieval based on Late Semantic Fusion Approaches: Experiments on a Wikipedia Image Collection''' - scientific work related to [[Wikipedia quality]] published in 2013, written by [[Xaro Benavent]], [[Ana García-Serrano]], [[Ruben Granados]], [[Joan Benavent]] and [[Esther de Ves]]. | ||
== Overview == | == Overview == | ||
Main goal of this work is to show the improvement of using a textual pre-filtering combined with an image re-ranking in a Multimedia Information Retrieval task. The defined three step-based retrieval processes and a well-selected combination of visual and textual techniques help the developed Multimedia Information Retrieval System to overcome the semantic gap in a given query. In the paper, five different late semantic fusion approaches are discussed and experimented in a realistic scenario for multimedia retrieval like the one provided by the publicly available ImageCLEF [[Wikipedia]] Collection. | Main goal of this work is to show the improvement of using a textual pre-filtering combined with an image re-ranking in a Multimedia Information Retrieval task. The defined three step-based retrieval processes and a well-selected combination of visual and textual techniques help the developed Multimedia Information Retrieval System to overcome the semantic gap in a given query. In the paper, five different late semantic fusion approaches are discussed and experimented in a realistic scenario for multimedia retrieval like the one provided by the publicly available ImageCLEF [[Wikipedia]] Collection. | ||
Revision as of 19:42, 23 June 2019
Authors | Xaro Benavent Ana García-Serrano Ruben Granados Joan Benavent Esther de Ves |
|---|---|
Publication date | 2013 |
DOI | 10.1109/TMM.2013.2267726 |
Links | Original Preprint |
Multimedia Information Retrieval based on Late Semantic Fusion Approaches: Experiments on a Wikipedia Image Collection - scientific work related to Wikipedia quality published in 2013, written by Xaro Benavent, Ana García-Serrano, Ruben Granados, Joan Benavent and Esther de Ves.
Overview
Main goal of this work is to show the improvement of using a textual pre-filtering combined with an image re-ranking in a Multimedia Information Retrieval task. The defined three step-based retrieval processes and a well-selected combination of visual and textual techniques help the developed Multimedia Information Retrieval System to overcome the semantic gap in a given query. In the paper, five different late semantic fusion approaches are discussed and experimented in a realistic scenario for multimedia retrieval like the one provided by the publicly available ImageCLEF Wikipedia Collection.
