Demons methods for digital mammography registration

Yago Díez; Meritxell Tortajada; Sergi Ganau; Lidia Tortajada; Melcior Sentís; Robert Martí

doi:10.1007/978-3-642-38628-2_30

Demons methods for digital mammography registration

Yago Díez, Meritxell Tortajada, Sergi Ganau, Lidia Tortajada, Melcior Sentís, Robert Martí

INF - System Information Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Image registration is regarded as an important tool for the analysis of temporal mammograms, specially for lesion detection. However, it has not been widely adopted due to the complexity of the problem and the limitations of the algorithms. This work evaluates the suitability of Diffeomorphic Demons for temporal mammographic registration. Analysis in a dataset of 440 images from 53 different patients (performing over 3300 registrations) shows a better registration quality using different objective measures compared to standard Rigid and Non-Rigid algorithms. In addition, a study of the effects of lesions in the registration is performed, indicating that registration results (specially for the Demons) can be potentially used for lesion detection.

Original language	English
Title of host publication	Pattern Recognition and Image Analysis - 6th Iberian Conference, IbPRIA 2013, Proceedings
Pages	253-260
Number of pages	8
DOIs	https://doi.org/10.1007/978-3-642-38628-2_30
Publication status	Published - 2013 Sep 3
Event	6th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2013 - Funchal, Madeira, Portugal Duration: 2013 Jun 5 → 2013 Jun 7

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	7887 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	6th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2013
Country	Portugal
City	Funchal, Madeira
Period	13/6/5 → 13/6/7

ASJC Scopus subject areas

Theoretical Computer Science
Computer Science(all)

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Díez, Y., Tortajada, M., Ganau, S., Tortajada, L., Sentís, M., & Martí, R. (2013). Demons methods for digital mammography registration. In Pattern Recognition and Image Analysis - 6th Iberian Conference, IbPRIA 2013, Proceedings (pp. 253-260). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7887 LNCS). https://doi.org/10.1007/978-3-642-38628-2_30

Demons methods for digital mammography registration. / Díez, Yago; Tortajada, Meritxell; Ganau, Sergi; Tortajada, Lidia; Sentís, Melcior; Martí, Robert.

Pattern Recognition and Image Analysis - 6th Iberian Conference, IbPRIA 2013, Proceedings. 2013. p. 253-260 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7887 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Díez, Y, Tortajada, M, Ganau, S, Tortajada, L, Sentís, M & Martí, R 2013, Demons methods for digital mammography registration. in Pattern Recognition and Image Analysis - 6th Iberian Conference, IbPRIA 2013, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7887 LNCS, pp. 253-260, 6th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2013, Funchal, Madeira, Portugal, 13/6/5. https://doi.org/10.1007/978-3-642-38628-2_30

Díez Y, Tortajada M, Ganau S, Tortajada L, Sentís M, Martí R. Demons methods for digital mammography registration. In Pattern Recognition and Image Analysis - 6th Iberian Conference, IbPRIA 2013, Proceedings. 2013. p. 253-260. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-642-38628-2_30

Díez, Yago ; Tortajada, Meritxell ; Ganau, Sergi ; Tortajada, Lidia ; Sentís, Melcior ; Martí, Robert. / Demons methods for digital mammography registration. Pattern Recognition and Image Analysis - 6th Iberian Conference, IbPRIA 2013, Proceedings. 2013. pp. 253-260 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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