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Directed filter for dominant direction fuzzy set in content-based image retrieval

Published: 11 March 2007 Publication History

Abstract

This paper presents a new directed filter that is performed on the dominant directions. The dominant directions are computed by the cluster algorithm and fuzzy set theory. The dominance of those dominant directions is computed and used for similarity measurement. The experiments show that the proposed filter fits for particular image domains very much.

References

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Freeman WT, Adelson EH. The design and use of steerable filters. IEEE Transactions on Pattern Analysis and Machine Intelligence, 13 (9): 891--906, 1991.
[2]
Jun YH, You XG. Fast Image Search Using Vector Quantization. Journal of software, 15 (5): 712--719, 2004.
[3]
Richard Ng CB, Guojun L, Dengsheng Z. Performance study of Gabor filters and Rotation Invariant Gabor filters. In Proceedings of the 11th International Multimedia Modelling Conference. IEEE Computer Society, Washington, 2005, 158--162.
[4]
Wei CH, Li CT, Wilson R. A content-based approach to medical image database retrieval. Database Modeling for Industrial Data Management, Idea Group publishing, 2005, 258--292.

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  • (2022)On NeutroAlgebra Environment for Image RetrievalTheory and Applications of NeutroAlgebras as Generalizations of Classical Algebras10.4018/978-1-6684-3495-6.ch014(234-259)Online publication date: 15-Apr-2022
  • (2012)Approach of Using Texture and Shape for Image RetrievalIntelligent Multimedia Databases and Information Retrieval10.4018/978-1-61350-126-9.ch002(30-45)Online publication date: 2012
  • (2009)Review on Texture Feature Extraction and Description Methods in Content-Based Medical Image RetrievalArtificial Intelligence for Maximizing Content Based Image Retrieval10.4018/978-1-60566-174-2.ch003(44-67)Online publication date: 2009
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  1. Directed filter for dominant direction fuzzy set in content-based image retrieval

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    cover image ACM Conferences
    SAC '07: Proceedings of the 2007 ACM symposium on Applied computing
    March 2007
    1688 pages
    ISBN:1595934804
    DOI:10.1145/1244002
    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: 11 March 2007

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    Author Tags

    1. CBIR
    2. cluster
    3. directed filter
    4. texture

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    Overall Acceptance Rate 1,650 of 6,669 submissions, 25%

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    Cited By

    View all
    • (2022)On NeutroAlgebra Environment for Image RetrievalTheory and Applications of NeutroAlgebras as Generalizations of Classical Algebras10.4018/978-1-6684-3495-6.ch014(234-259)Online publication date: 15-Apr-2022
    • (2012)Approach of Using Texture and Shape for Image RetrievalIntelligent Multimedia Databases and Information Retrieval10.4018/978-1-61350-126-9.ch002(30-45)Online publication date: 2012
    • (2009)Review on Texture Feature Extraction and Description Methods in Content-Based Medical Image RetrievalArtificial Intelligence for Maximizing Content Based Image Retrieval10.4018/978-1-60566-174-2.ch003(44-67)Online publication date: 2009
    • (2008)Texture feature extraction and description using fuzzy set of main dominant directions of variable scales in content-based medical image retrievalProceedings of the 2008 ACM symposium on Applied computing10.1145/1363686.1364107(1760-1761)Online publication date: 16-Mar-2008
    • (2008)Texture Characteristic Extraction for Dominant Directions in Content-based Medical Image RetrievalProceedings of the 2008 International Conference on BioMedical Engineering and Informatics - Volume 0210.1109/BMEI.2008.124(253-257)Online publication date: 27-May-2008
    • (2008)Texture Analysis Using Modified Computational Model of Grating Cells in Content-Based Medical Image RetrievalMedical Imaging and Informatics10.1007/978-3-540-79490-5_17(125-132)Online publication date: 1-Jan-2008
    • (2007)Texture feature extraction and description using gabor wavelet in content-based medical image retrieval2007 International Conference on Wavelet Analysis and Pattern Recognition10.1109/ICWAPR.2007.4420657(169-173)Online publication date: Nov-2007

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