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Region categorization with mobile applications

Published: 25 October 2010 Publication History

Abstract

We explore how to optimally categorize regions for faster and more reliable image matching and registration. We propose using the entropy of histogram of oriented gradients(HOG) features to characterize image regions, and propose a region-sensitive feature selection algorithm for image registration. We apply the region categorization algorithms to several mobile applications, including mobile visual search and image registration for panorama. We demonstrate the effectiveness of our approach by experimental results on a large dataset.

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W. T. Freeman and M. Roth. Orientation histograms for hand gesture recognition. International Workshop on Automatic Face and Gesture Recognition, pages 296--301, 1995.
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J. Gao. Hybrid tracking and visual search. Proceedings of ACM SIGMM International Conference on Multimedia, pages 909--912, 2008.
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Cited By

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  • (2013)Fast-responder: Rapid mobile-phone access to recent remote sensing imagery for first responders2013 IEEE Aerospace Conference10.1109/AERO.2013.6497144(1-10)Online publication date: Mar-2013
  • (2010)Speeding up mobile multimedia applicationsProceedings of the 18th ACM international conference on Multimedia10.1145/1873951.1874322(1685-1688)Online publication date: 25-Oct-2010

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  1. Region categorization with mobile applications

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    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
    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: 25 October 2010

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    Author Tags

    1. feature selection
    2. image recognition
    3. image registration
    4. mobile applications

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    • Short-paper

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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 2,145 of 8,556 submissions, 25%

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    View all
    • (2013)Fast-responder: Rapid mobile-phone access to recent remote sensing imagery for first responders2013 IEEE Aerospace Conference10.1109/AERO.2013.6497144(1-10)Online publication date: Mar-2013
    • (2010)Speeding up mobile multimedia applicationsProceedings of the 18th ACM international conference on Multimedia10.1145/1873951.1874322(1685-1688)Online publication date: 25-Oct-2010

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