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Free-hand sketch based image and video retrieval

Published: 25 October 2010 Publication History
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  • Abstract

    We present an overview of our work to date on a sketch based retrieval of image and video. We present a fast technique for extracting motion trajectories from videos and a Viterbi matching approach for retrieving video clips using free-hand sketched queries. For sketch based image retrieval, we introduce a depiction invariant image descriptor Gradient-Field-HOG (GF-HOG) that encapsulates local spatial structure in the sketch and facilitates efficient codebook based image retrieval driven by free-hand sketched queries. We further enhance the system with semantic information by incorporating user's search context.

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    Cited By

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    • (2017)Discovering discriminative patches for free-hand sketch analysisMultimedia Systems10.1007/s00530-016-0507-823:6(691-701)Online publication date: 1-Nov-2017
    • (2016)A novel 3D model retrieval system based on three-view sketchesJournal of Intelligent & Fuzzy Systems10.3233/JIFS-16910731:5(2675-2683)Online publication date: 13-Oct-2016

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    Published In

    cover image ACM Conferences
    MM '10: Proceedings of the 18th ACM international conference on Multimedia
    October 2010
    1836 pages
    ISBN:9781605589336
    DOI:10.1145/1873951

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 25 October 2010

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    Author Tags

    1. image retrieval
    2. sketch based visual search
    3. video retrieval

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    • Extended-abstract

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    MM '10
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    MM '10: ACM Multimedia Conference
    October 25 - 29, 2010
    Firenze, Italy

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    Overall Acceptance Rate 995 of 4,171 submissions, 24%

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    Cited By

    View all
    • (2017)Discovering discriminative patches for free-hand sketch analysisMultimedia Systems10.1007/s00530-016-0507-823:6(691-701)Online publication date: 1-Nov-2017
    • (2016)A novel 3D model retrieval system based on three-view sketchesJournal of Intelligent & Fuzzy Systems10.3233/JIFS-16910731:5(2675-2683)Online publication date: 13-Oct-2016

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