Published

2008-01-01

METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL

Keywords:

Systems and Information Organization, Content-based Image Retrieval, Information Retrieval, LAESA, Medical Images, Metric Indexing (es)

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Authors

  • EDWIN A. NIÑO Ing. Intelligent Systems Research Lab, National University of Colombia Branch Bogota
  • JUAN C. CAICEDO MSc. Bioingenium Research Lab, National University of Colombia Branch Bogota
  • FABIO A. GONZÁLEZ PhD. Bioingenium Research Lab, National University of Colombia Branch Bogota
The paper proposes an indexing method for fast content-based retrieval in an image repository. The method is based on a metric-indexing strategy that avoids calculating the distance from the query to all the images in the repository. The proponed indexing method is tested on a pathology image Collection comparing its performance against sequential scanning indexing. The results show that the metric indexing method improves the access time by a factor of 10, without a signi?cant sacr i?ce on precision.

How to Cite

APA

NIÑO, E. A., CAICEDO, J. C. and GONZÁLEZ, F. A. (2008). METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL. Avances en Sistemas e Informática, 5(1). https://revistas.unal.edu.co/index.php/avances/article/view/9975

ACM

[1]
NIÑO, E.A., CAICEDO, J.C. and GONZÁLEZ, F.A. 2008. METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL. Avances en Sistemas e Informática. 5, 1 (Jan. 2008).

ACS

(1)
NIÑO, E. A.; CAICEDO, J. C.; GONZÁLEZ, F. A. METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL. ava. sis. inf 2008, 5.

ABNT

NIÑO, E. A.; CAICEDO, J. C.; GONZÁLEZ, F. A. METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL. Avances en Sistemas e Informática, [S. l.], v. 5, n. 1, 2008. Disponível em: https://revistas.unal.edu.co/index.php/avances/article/view/9975. Acesso em: 22 jan. 2025.

Chicago

NIÑO, EDWIN A., JUAN C. CAICEDO, and FABIO A. GONZÁLEZ. 2008. “METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL”. Avances En Sistemas E Informática 5 (1). https://revistas.unal.edu.co/index.php/avances/article/view/9975.

Harvard

NIÑO, E. A., CAICEDO, J. C. and GONZÁLEZ, F. A. (2008) “METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL”, Avances en Sistemas e Informática, 5(1). Available at: https://revistas.unal.edu.co/index.php/avances/article/view/9975 (Accessed: 22 January 2025).

IEEE

[1]
E. A. NIÑO, J. C. CAICEDO, and F. A. GONZÁLEZ, “METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL”, ava. sis. inf, vol. 5, no. 1, Jan. 2008.

MLA

NIÑO, E. A., J. C. CAICEDO, and F. A. GONZÁLEZ. “METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL”. Avances en Sistemas e Informática, vol. 5, no. 1, Jan. 2008, https://revistas.unal.edu.co/index.php/avances/article/view/9975.

Turabian

NIÑO, EDWIN A., JUAN C. CAICEDO, and FABIO A. GONZÁLEZ. “METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL”. Avances en Sistemas e Informática 5, no. 1 (January 1, 2008). Accessed January 22, 2025. https://revistas.unal.edu.co/index.php/avances/article/view/9975.

Vancouver

1.
NIÑO EA, CAICEDO JC, GONZÁLEZ FA. METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL. ava. sis. inf [Internet]. 2008 Jan. 1 [cited 2025 Jan. 22];5(1). Available from: https://revistas.unal.edu.co/index.php/avances/article/view/9975

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