Difference between revisions of "Multimedia Information Retrieval based on Late Semantic Fusion Approaches: Experiments on a Wikipedia Image Collection"
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| − | '''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 21:49, 1 June 2019
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.
