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abstract

Color filter for image search

Published: 29 October 2012 Publication History

Abstract

Image search relying on surrounding texts can return reliably relevant images to some extent. Most recent efforts are focusing on utilizing visual contents to help users find images with specific visual requirements. In this demonstration, we show a color filter scheme for image search, which enables users to find images containing objects or scenes with their interested color. Color is one of the most crucial cues in describing visual contents and has been frequently used in various applications. The key components in developing our demo include salient object detection and perceptual color naming. The color filter in Microsoft Bing image search is developed using these techniques.

References

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H. Jiang, J. Wang, T. Liu, Z. Yuan, and S. Li. Automatic salient object segmentation based on context and shape prior. In BMVC, 2011.
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T. Liu, Z. Yuan, J. Sun, J. Wang, N. Zheng, X. Tang, and H.-Y. Shum. Learning to detect a salient object. IEEE Trans. Pattern Anal. Mach. Intell., 33(2):353--367, 2011.
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J. Wang and X.-S. Hua. Interactive image search by color map. ACM TIST, 3(1):12, 2011.
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J. Wang and X.-S. Hua. Web-scale image search by color sketch. In ACM Multimedia, pages 751--752, 2011.
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P. Wang, J. Wang, G. Zeng, J. Feng, H. Zha, and S. Li. Salient object detection for searchedweb images via global saliency. In CVPR, pages 3194--3201, 2012.
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P. Wang, D. Zhang, G. Zeng, and J. Wang. Contextual dominant color name extraction for web image search. In ICME Workshop on Social Multimedia Computing, 2012.
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H. Xu, J. Wang, X.-S. Hua, and S. Li. Image search by concept map. In SIGIR, pages 275--282, 2010.
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H. Xu, J. Wang, X.-S. Hua, and S. Li. Interactive image search by 2d semantic map. In WWW, pages 1321--1324, 2010.

Cited By

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  • (2019)Salient object detection via reliable boundary seeds and saliency refinementIET Computer Vision10.1049/iet-cvi.2018.501313:3(302-311)Online publication date: 4-Mar-2019
  • (2018)Dense and Sparse Labeling With Multidimensional Features for Saliency DetectionIEEE Transactions on Circuits and Systems for Video Technology10.1109/TCSVT.2016.264672028:5(1130-1143)Online publication date: May-2018
  • (2017)Salient Object Detection via Region Shape Feature Contrast and Saliency FusionProceedings of the International Conference on Video and Image Processing10.1145/3177404.3177430(25-28)Online publication date: 27-Dec-2017
  • Show More Cited By

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  1. Color filter for image search

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    Published In

    cover image ACM Conferences
    MM '12: Proceedings of the 20th ACM international conference on Multimedia
    October 2012
    1584 pages
    ISBN:9781450310895
    DOI:10.1145/2393347

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 29 October 2012

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    Author Tags

    1. color filter
    2. image search

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    MM '12
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    MM '12: ACM Multimedia Conference
    October 29 - November 2, 2012
    Nara, Japan

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    Overall Acceptance Rate 2,145 of 8,556 submissions, 25%

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    Cited By

    View all
    • (2019)Salient object detection via reliable boundary seeds and saliency refinementIET Computer Vision10.1049/iet-cvi.2018.501313:3(302-311)Online publication date: 4-Mar-2019
    • (2018)Dense and Sparse Labeling With Multidimensional Features for Saliency DetectionIEEE Transactions on Circuits and Systems for Video Technology10.1109/TCSVT.2016.264672028:5(1130-1143)Online publication date: May-2018
    • (2017)Salient Object Detection via Region Shape Feature Contrast and Saliency FusionProceedings of the International Conference on Video and Image Processing10.1145/3177404.3177430(25-28)Online publication date: 27-Dec-2017
    • (2017)Combining multi-layer integration algorithm with background prior and label propagation for saliency detectionJournal of Visual Communication and Image Representation10.1016/j.jvcir.2017.06.00948:C(110-121)Online publication date: 1-Oct-2017
    • (2017)Salient Object DetectionInternational Journal of Computer Vision10.1007/s11263-016-0977-3123:2(251-268)Online publication date: 1-Jun-2017
    • (2016)Region saliency detection via multi-feature on absorbing Markov chainThe Visual Computer: International Journal of Computer Graphics10.1007/s00371-015-1065-332:3(275-287)Online publication date: 1-Mar-2016
    • (2016)Saliency Detection Combining Multi-layer Integration Algorithm with Background Prior and Energy Function17th Pacific-Rim Conference on Advances in Multimedia Information Processing - Volume 991610.1007/978-3-319-48890-5_2(11-21)Online publication date: 15-Sep-2016
    • (2013)Salient Object DetectionProceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition10.1109/CVPR.2013.271(2083-2090)Online publication date: 23-Jun-2013

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