Publicado

2008-01-01

METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL

Palabras clave:

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

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Autores/as

  • 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.

Cómo citar

APA

NIÑO, E. A., CAICEDO, J. C. y 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. y GONZÁLEZ, F.A. 2008. METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL. Avances en Sistemas e Informática. 5, 1 (ene. 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: 25 abr. 2024.

Chicago

NIÑO, EDWIN A., JUAN C. CAICEDO, y 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. y GONZÁLEZ, F. A. (2008) «METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL», Avances en Sistemas e Informática, 5(1). Disponible en: https://revistas.unal.edu.co/index.php/avances/article/view/9975 (Accedido: 25 abril 2024).

IEEE

[1]
E. A. NIÑO, J. C. CAICEDO, y F. A. GONZÁLEZ, «METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL», ava. sis. inf, vol. 5, n.º 1, ene. 2008.

MLA

NIÑO, E. A., J. C. CAICEDO, y F. A. GONZÁLEZ. «METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL». Avances en Sistemas e Informática, vol. 5, n.º 1, enero de 2008, https://revistas.unal.edu.co/index.php/avances/article/view/9975.

Turabian

NIÑO, EDWIN A., JUAN C. CAICEDO, y FABIO A. GONZÁLEZ. «METRIC INDEXING FOR CONTENT-BASED MEDICAL IMAGE RETRIEVAL». Avances en Sistemas e Informática 5, no. 1 (enero 1, 2008). Accedido abril 25, 2024. 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]. 1 de enero de 2008 [citado 25 de abril de 2024];5(1). Disponible en: https://revistas.unal.edu.co/index.php/avances/article/view/9975

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