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      Multimodal Information Spaces for Content-based Image Retrieval

      Third BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2009) (FDIA)

      Computers XXIII Celebrating People and Technology

      1 September 2009

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          Abstract

          Currently, image retrieval by content is a research problem of great interest in academia and the industry, due to the large collections of images available in different contexts. One of the main challenges to develop effective image retrieval systems is the automatic identification of semantic image contents. This research proposal aims to design a model for image retrieval able to take advantage of different data sources, i.e. using multimodal information, to improve the response of an image retrieval system. In particular two data modalities associated to contents and context of images are considered in this proposal: visual features and unstructured text annotations. The proposed framework is based on kernel methods that provide two main important advantages over the traditional multimodal approaches: first, the structure of each modality is preserved in a high dimensional feature space, and second, they provide natural ways to fuse feature spaces in a unique information space. This document presents the research agenda to build a Multimodal Information Space for searching images by content.

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          Author and article information

          Contributors
          Conference
          September 2009
          September 2009
          : 110-116
          Affiliations
          National University of Colombia

          http://www.informed.unal.edu.co
          Article
          10.14236/ewic/FDIA2009.18
          © Juan C. Caicedo. Published by BCS Learning and Development Ltd. Third BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2009), Padua, Italy

          This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

          Third BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2009)
          FDIA
          3
          Padua, Italy
          1 September 2009
          Electronic Workshops in Computing (eWiC)
          Computers XXIII Celebrating People and Technology
          Product
          Product Information: 1477-9358BCS Learning & Development
          Self URI (journal page): https://ewic.bcs.org/
          Categories
          Electronic Workshops in Computing

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