Abstract
In this paper we introduce and describe the Multimedia Retrieval Markup Language (MRML). This XML-based markup language is the basis for an open communication protocol for content-based image retrieval systems (CBIRSs). MRML was initially designed as a means of separating CBIR engines from their user interfaces. It is, however, also extensible as the basis for standardised performance evaluation procedures. Such a tool is essential for the formulation and implementation of common benchmarks for CBIR. A common protocol can also bring new dynamics to the CBIR field — it makes the development of new systems faster and more efficient, and opens the door of the CBIR research field to other disciplines such as Human-Computer Interaction. The MRML specifications, as well as the first MRML-compliant applications, are freely available and are introduced in this paper. Keywords: Multimedia retrieval, Communication protocol, Evaluation framework, Reusable software components
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References
QBICTM-IBM’s Query By Image Content. http://wwwqbic.almaden.ibm.com/~qbic/ (1998)
Chang, Y.-C., Bergmann, L., Smith, J. R., Li, C.-S.: Query taxonomy ofmultimedia databases. In: Panchanathan et al. [21]. (SPIE Symposium on Voice, Video and Data Communications)
Li, J. Z., zsu, M., Szafron, D., Oria, V.: Moql: A multimedia object query language. In: The Third International Workshop on Multimedia Information Systems. Como, Italy (September 1997)
de Vries, A.: Mirror: Multimedia query processing in extensible databases. In: Proceedings of the fourteenth Twente workshop on language technology (TWLT14): Language Technology in Multimedia Information Retrieval. Enschede, The Netherlands (December 1998)
Revet, B.: DICOM Cook Book for Implementations in Madalities. Philips Medical Systems, Eindhoven, Netherlands (1997)
Vorhees, E. M., Harmann, D.: Overview of the seventh text retrieval conference (TREC-7). In: The Seventh Text Retrieval Conference. Gaithersburg, MD, USA (November 1998)
Müller, H., Müller, W., Squire, D. M., Pun, T.: Performance evaluation in content-based image retrieval: Overview and proposals. Tech. Rep. 99.05, Computer Vision Group, Computing Centre, University of Geneva, rue Gnral Dufour, 24, CH-1211 Genve, Switzerland (dec 1999)
Annotated groundtruth database. Department of Com-puter Science and Engineering, University of Washington, http://www.cs.washington.edu/research/imagedatabase/groundtruth/(1999)
de Vries, A., van Doorn, M., Blanken, H., Apers, P.: The Mirror MMDBMS architecture. In: Proceedings of 25th International Conference on Very Large Databases (VLDB’ 99). Edinburgh, Scotland, UK (September 1999). Technical demo
Müller, H., Squire, D. M., Müller, W., Pun, T.: Efficient access methods for content-based image retrieval with inverted files. In: Panchanathan et al. [21]. (SPIE Symposium on Voice, Video and Data Communications)
Squire, D. M., Müller, W., Müller, H., Raki, J.: Content-based query of image databases, inspirations from text retrieval: inverted files, frequency-based weights and relevance feedback. In: The 11th Scandinavian Conference on Image Analysis (SCIA’99). Kangerlussuaq, Greenland (June 7-11 1999)
Pečenović, Z.: Image retrieval using Latent Semantic indexing. Final year graduate thesis, AudioVisual Communications Lab, Ecole Polytechnique Fédérale de Lausanne, Switzerland (June 1997)
Müller, W., Pečenović, Z., de Vries, A. P., Squire, D. M., Müller, H., Pun, T.: MRML: Towards an extensible standard for multimedia querying and benchmark-ing-Draft proposal. Tech. Rep. 99.04, Computer Vision Group, Computing Cen-tre, University of Geneva, rue Général Dufour, 24, CH-1211 Genéve, Switzerland (October 1999)
Beigi, M., Benitez, A. B., Chang, S.-F.: Metaseek: A content-based meta-search engine for images. In: Symposium on Electronic Imaging: Multimedia Processing and Applications-Storage and Retrieval for Image and Video Databases VI, IST/SPIE’98, San Jose, CA (1998)
Picard, R. W.: Aéctive Computing. MIT Press, Cambridge (1997)
Salton, G., Buckley, C.: Term weighting approaches in automatic text retrieval. Tech. Rep. 87-881, Department of Computer Science, Cornell University, Ithaca, New York 14853-7501 (November 1987)
Müller, W., Squire, D. M., Müller, H., Pun, T.: Hunting moving targets: an exten-sion to Bayesian methods in multimedia databases. In: Panchanathan et al. [21]. (SPIE Symposium on Voice, Video and Data Communications)
Lee, C. S., Ma, W.-Y., Zhang, H.: Information Embedding Based on User’s Relevance Feedback for Image Retrieval. In: Panchanathan et al. [21]. (SPIE Sympo-sium on Voice, Video and Data Communications)
Squire, D. M., Müller, W., Müller, H.: Relevance feedback and term weighting schemes for content-based image retrieval. In: Huijsmans, D. P., Smeulders, A. W. M., eds., Third International Conference On Visual Information Systems (VI-SUAL’99), no. 1614 in Lecture Notes in Computer Science. Springer-Verlag, Amsterdam, The Netherlands (June 2–4 1999)
Panchanathan, S., Chang, S.-F., Kuo, C.-C. J., eds.: Multimedia Storage and Archiving Systems IV (VV02), vol. 3846 of SPIE Proceedings, Boston, Mas-sachusetts, USA (September 20–22 1999). (SPIE Symposium on Voice, Video and Data Communications)
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Müller, W. et al. (2000). MRML: A Communication Protocol for Content-Based Image Retrieval. In: Laurini, R. (eds) Advances in Visual Information Systems. VISUAL 2000. Lecture Notes in Computer Science, vol 1929. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-40053-2_27
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DOI: https://doi.org/10.1007/3-540-40053-2_27
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