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Eva: an evaluation tool for comparing descriptors in content-based image retrieval tasks

Published: 29 March 2010 Publication History

Abstract

This paper presents Eva, a tool for evaluating image descriptors for content-based image retrieval. Eva integrates the most common stages of an image retrieval process and provides functionalities to facilitate the comparison of image descriptors in the context of content-based image retrieval. Eva supports the management of image descriptors and image collections and creates a standardized environment to run comparative experiments using them.

References

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R. Datta, D. Joshi, J. Li, and J. Z. Wang. Image retrieval: Ideas, influences, and trends of the new age. ACM Computing Surveys, 40(2):1--60, 2008.
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M. A. Gonçalves, E. A. Fox, A. Krowne, P. Calado, A. H. F. Laender, A. S. da Silva, and B. A. Ribeiro-Neto. The effectiveness of automatically structured queries in digital libraries. Joint Conference on Digital Libraries, 0:98--107, 2004.
[3]
H. Müller, W. Müller, D. M. Squire, S. Marchand-Maillet, and T. Pun. Performance evaluation in content-based image retrieval: overview and proposals. Pattern Recognition Letters, 22(5):593--601, 2001.
[4]
O. A. B. Penatti and R. d. S. Torres. Color descriptors for web image retrieval: A comparative study. XXI Brazilian Symposium on Computer Graphics and Image Processing, pages 163--170, October 2008.
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J. Vogel and B. Schiele. Performance evaluation and optimization for content-based image retrieval. Pattern Recognition, 39(5):897--909, 2006.

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  • (2018)Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experimentsFuture Generation Computer Systems10.1016/j.future.2017.06.01378(59-76)Online publication date: Jan-2018
  • (2017)An Unsupervised Distance Learning Framework for Multimedia RetrievalProceedings of the 2017 ACM on International Conference on Multimedia Retrieval10.1145/3078971.3079017(107-111)Online publication date: 6-Jun-2017
  • (2014)Digital Libraries Applications: CBIR, Education, Social Networks, eScience/Simulation, and GISSynthesis Lectures on Information Concepts, Retrieval, and Services10.2200/S00565ED1V01Y201401ICR0326:1(1-175)Online publication date: 28-Mar-2014
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      cover image ACM Conferences
      MIR '10: Proceedings of the international conference on Multimedia information retrieval
      March 2010
      600 pages
      ISBN:9781605588155
      DOI:10.1145/1743384
      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: 29 March 2010

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      Author Tags

      1. content-based image retrieval
      2. evaluation tool
      3. image descriptors

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      • Demonstration

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      MIR '10
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      MIR '10: International Conference on Multimedia Information Retrieval
      March 29 - 31, 2010
      Pennsylvania, Philadelphia, USA

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      Cited By

      View all
      • (2018)Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experimentsFuture Generation Computer Systems10.1016/j.future.2017.06.01378(59-76)Online publication date: Jan-2018
      • (2017)An Unsupervised Distance Learning Framework for Multimedia RetrievalProceedings of the 2017 ACM on International Conference on Multimedia Retrieval10.1145/3078971.3079017(107-111)Online publication date: 6-Jun-2017
      • (2014)Digital Libraries Applications: CBIR, Education, Social Networks, eScience/Simulation, and GISSynthesis Lectures on Information Concepts, Retrieval, and Services10.2200/S00565ED1V01Y201401ICR0326:1(1-175)Online publication date: 28-Mar-2014
      • (2014)Visual word spatial arrangement for image retrieval and classificationPattern Recognition10.1016/j.patcog.2013.08.01247:2(705-720)Online publication date: 1-Feb-2014
      • (2012)Comparative study of global color and texture descriptors for web image retrievalJournal of Visual Communication and Image Representation10.1016/j.jvcir.2011.11.00223:2(359-380)Online publication date: 1-Feb-2012
      • (2011)Experiment and analysis services in a fingerprint digital library for collaborative researchProceedings of the 15th international conference on Theory and practice of digital libraries: research and advanced technology for digital libraries10.5555/2042536.2042562(179-191)Online publication date: 26-Sep-2011
      • (2011)CTRnet DL for disaster information servicesProceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries10.1145/1998076.1998173(437-438)Online publication date: 13-Jun-2011
      • (2011)Reusing a compound-based infrastructure for searching video stories2011 IEEE International Conference on Information Reuse & Integration10.1109/IRI.2011.6009550(222-227)Online publication date: Aug-2011
      • (2011)Experiment and Analysis Services in a Fingerprint Digital Library for Collaborative ResearchResearch and Advanced Technology for Digital Libraries10.1007/978-3-642-24469-8_20(179-191)Online publication date: 2011

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