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      Multimedia Retrieval and Classification for Web Content

      BCS IRSG Symposium: Future Directions in Information Access 2007 (FDIA)

      Future Directions in Information Access

      28-29 August 2007

      Multimedia Retrieval, Multimedia Classification, multi modal Information Fusion

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          Abstract

          The population of the World Wide Web with media of all types such as texts, images, videos and audio files in recent years raised the attractiveness of multimedia retrieval. With our work on the influence of dependencies between modalities and features we investigate why these approaches still do not perform convincingly better than plain text search approaches when applied to large, noisy collections like web content, even though these approaches have more information at their hands. This article suggests that, due to the size and noise, the modality’s dependencies necessary for efficient information fusion becomes small and hard to exploit. Preliminary experiments with two multi modal collections underpin this statement.

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          Most cited references 4

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          Factor graph framework for semantic video indexing

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            Multimodal metadata fusion using causal strength

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              Formalizing classes of information fusion systems

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                Author and article information

                Contributors
                Conference
                August 2007
                August 2007
                : 1-6
                Affiliations
                CUI – University of Geneva, 24 rue Général Dufour, 1211 Geneva 4, Switzerland
                Article
                10.14236/ewic/FDIA2007.13
                © Jana Kludas. Published by BCS Learning and Development Ltd. BCS IRSG Symposium: Future Directions in Information Access 2007, Glasgow

                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/

                BCS IRSG Symposium: Future Directions in Information Access 2007
                FDIA
                Glasgow
                28-29 August 2007
                Electronic Workshops in Computing (eWiC)
                Future Directions in Information Access
                Product
                Product Information: 1477-9358BCS Learning & Development
                Self URI (journal page): https://ewic.bcs.org/
                Categories
                Electronic Workshops in Computing

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