231
views
0
recommends
+1 Recommend
1 collections
    4
    shares
       
      • Record: found
      • Abstract: found
      • Conference Proceedings: found
      Is Open Access

      Multimodal Information Spaces for Content-based Image Retrieval

      proceedings-article
      Third BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2009) (FDIA)
      Computers XXIII Celebrating People and Technology
      1 September 2009
      Bookmark

            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.

            Content

            Author and article information

            Contributors
            Conference
            September 2009
            September 2009
            : 110-116
            Affiliations
            [0001]National University of Colombia

            http://www.informed.unal.edu.co
            Article
            10.14236/ewic/FDIA2009.18
            6bf507ff-cc72-45e6-9c41-566a71b5ce8e
            © 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 (article page): https://www.scienceopen.com/hosted-document?doi=10.14236/ewic/FDIA2009.18
            Self URI (journal page): https://ewic.bcs.org/
            Categories
            Electronic Workshops in Computing

            Applied computer science,Computer science,Security & Cryptology,Graphics & Multimedia design,General computer science,Human-computer-interaction

            Comments

            Comment on this article