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Sub-image searching through intersection of local descriptors

Published: 18 September 2010 Publication History

Abstract

The complexity of search in current business intelligence systems, academic research, or even the home audiovisual databases grows up rapidly. Users require searching by the content of their data. For example, the user sees a cathedral while watching a movie and by taking a snapshot, his or her private collection of holiday photos can be searched for images containing that cathedral, as demonstrated in Figure 1. In practice, it is not sufficient to store data and search in it by exact match but rather by means of similarity, i.e. retrieving data items similar to a query item. Similarity searching is especially requested in multimedia databases, digital right management systems, computer aided diagnosis, but also in natural sciences and psychology. In these fields, theoretical primal background for querying by similarity is already defined.

References

[1]
}}O. Chum, M. Perdoch, and J. Matas. Geometric min-hashing: Finding a (thick) needle in a haystack. CVPR, pages 17--24, 2009.
[2]
}}P. Ciaccia, M. Patella, and P. Zezula. M-tree: An efficient access method for similarity search in metric spaces. In VLDB, pages 426--435. Morgan Kaufmann, 1997.
[3]
}}T. Homola, V. Dohnal, and P. Zezula. Proximity-based order-respecting intersection for searching in image databases. In Proceedings of the 8th International Workshop on Adaptive Multimedia Retrieval (AMR 2010), 2010.
[4]
}}Y. Ke, R. Sukthankar, L. Huston, Y. Ke, and R. Sukthankar. Efficient near-duplicate detection and sub-image retrieval. In In ACM Multimedia, pages 869--876, 2004.
[5]
}}D. G. Lowe. Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vision, 60(2):91--110, 2004.
[6]
}}M.-S. Ryu, S.-J. Park, and C. S. Won. Image retrieval using sub-image matching in photos using mpeg-7 descriptors. In AIRS, pages 366--373, 2005.

Cited By

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  • (2012)Secure image databases through distributed source coding of SIFT descriptors2012 IEEE 14th International Workshop on Multimedia Signal Processing (MMSP)10.1109/MMSP.2012.6343428(130-135)Online publication date: Sep-2012
  • (2011)Geometric consistency checks for kNN based image classification relying on local featuresProceedings of the Fourth International Conference on SImilarity Search and APplications10.1145/1995412.1995428(81-88)Online publication date: 30-Jun-2011

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SISAP '10: Proceedings of the Third International Conference on SImilarity Search and APplications
September 2010
130 pages
ISBN:9781450304207
DOI:10.1145/1862344
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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  • Bilkent University: Bilkent University
  • Mexican Computer Science Society

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Association for Computing Machinery

New York, NY, United States

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Published: 18 September 2010

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View all
  • (2012)Secure image databases through distributed source coding of SIFT descriptors2012 IEEE 14th International Workshop on Multimedia Signal Processing (MMSP)10.1109/MMSP.2012.6343428(130-135)Online publication date: Sep-2012
  • (2011)Geometric consistency checks for kNN based image classification relying on local featuresProceedings of the Fourth International Conference on SImilarity Search and APplications10.1145/1995412.1995428(81-88)Online publication date: 30-Jun-2011

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