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Duplicate detection in consumer photography and news video

Published: 01 December 2002 Publication History

Abstract

Consumers often make more than one photograph of the same scene, creating non-identical duplicates and near duplicates. In Kodak's consumer photography database, on average, 19% of the images, per roll, fall into this category. Automatic detection of duplicates, therefore, is extremely useful in applications that help users organize their image collections. We introduce the challenging problem of non-identical duplicate image detection in consumer photography, describe STELLA (a novel interactive personal image collection organization system), and give an overview of our novel framework for detecting duplicate and near duplicate consumer photographs and news videos.

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Cited By

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  • (2017)Near-duplicate video detection exploiting noise residual traces2017 IEEE International Conference on Image Processing (ICIP)10.1109/ICIP.2017.8296531(1497-1501)Online publication date: Sep-2017
  • (2016)Hash-based frame selection for video phylogeny2016 IEEE International Workshop on Information Forensics and Security (WIFS)10.1109/WIFS.2016.7823906(1-6)Online publication date: Dec-2016
  • (2015)Distances in multimedia phylogenyInternational Transactions in Operational Research10.1111/itor.1223523:5(921-946)Online publication date: 16-Dec-2015
  • Show More Cited By
  1. Duplicate detection in consumer photography and news video

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    cover image ACM Conferences
    MULTIMEDIA '02: Proceedings of the tenth ACM international conference on Multimedia
    December 2002
    683 pages
    ISBN:158113620X
    DOI:10.1145/641007
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    New York, NY, United States

    Publication History

    Published: 01 December 2002

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    Author Tags

    1. consumer photography
    2. copy detection
    3. digital album

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    MM02: ACM Multimedia 2002
    December 1 - 6, 2002
    Juan-les-Pins, France

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    MULTIMEDIA '02 Paper Acceptance Rate 46 of 330 submissions, 14%;
    Overall Acceptance Rate 2,145 of 8,556 submissions, 25%

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    Cited By

    View all
    • (2017)Near-duplicate video detection exploiting noise residual traces2017 IEEE International Conference on Image Processing (ICIP)10.1109/ICIP.2017.8296531(1497-1501)Online publication date: Sep-2017
    • (2016)Hash-based frame selection for video phylogeny2016 IEEE International Workshop on Information Forensics and Security (WIFS)10.1109/WIFS.2016.7823906(1-6)Online publication date: Dec-2016
    • (2015)Distances in multimedia phylogenyInternational Transactions in Operational Research10.1111/itor.1223523:5(921-946)Online publication date: 16-Dec-2015
    • (2015)Phylogeny reconstruction for misaligned and compressed video sequences2015 IEEE International Conference on Image Processing (ICIP)10.1109/ICIP.2015.7350808(301-305)Online publication date: Sep-2015
    • (2014)Image Phylogeny Forests ReconstructionIEEE Transactions on Information Forensics and Security10.1109/TIFS.2014.23400179:10(1533-1546)Online publication date: 1-Oct-2014
    • (2012)Image Phylogeny by Minimal Spanning TreesIEEE Transactions on Information Forensics and Security10.1109/TIFS.2011.21699597:2(774-788)Online publication date: 1-Apr-2012
    • (2011)Video PhylogenyProceedings of the 2011 IEEE International Workshop on Information Forensics and Security10.1109/WIFS.2011.6123127(1-6)Online publication date: 29-Nov-2011
    • (2010)First steps toward image phylogeny2010 IEEE International Workshop on Information Forensics and Security10.1109/WIFS.2010.5711452(1-6)Online publication date: Dec-2010
    • (2008)Scene duplicate detection based on the pattern of discontinuities in feature point trajectoriesProceedings of the 16th ACM international conference on Multimedia10.1145/1459359.1459367(51-60)Online publication date: 26-Oct-2008
    • (2008)Video Near-duplicate DetectionEncyclopedia of Multimedia10.1007/978-0-387-78414-4_73(923-929)Online publication date: 2008
    • Show More Cited By

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