Contour extraction of fetus' head from echocardiogram using snakes

Toshiyuki Tanaka, Masato Torikai

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, we extract contour of the fetus' head from echocardiogram BPD (biparietal diameter) level at 15-25 pregnancy weeks without influenced of the lack of the pixels and noise element for the diagnosis support of the doctor. As for contour of fetus' head, it is effective to the diagnosis of the pregnancy week and degree of deformity before birth. Various evaluation values were automatically calculated as features from the obtained contour. This research consists of preprocessing, contour extraction, and calculation of evaluation value. First, as the preprocessing, the noise is reduced from the original image and an indistinct point has been improved by using the contrast emphasis and median filtering. Next, the contour of fetus' head was extracted by using active contour models SNAKES, more and more highly accurate than a general technique. At last, OFD (occipitofrontal diameter), BPD, were automatically computed from the obtained contour. The improvement of the extraction accuracy was confirmed by setting the best energy parameters for SNAKES in contour extraction. We succeeded in obtaining evaluation values in the same accuracy, compared with those calculated from the contour depicted by the doctor.

Original languageEnglish
Title of host publicationAnnual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Pages1070
Number of pages1
Volume2
Publication statusPublished - 2002
Externally publishedYes
EventProceedings of the 2002 IEEE Engineering in Medicine and Biology 24th Annual Conference and the 2002 Fall Meeting of the Biomedical Engineering Society (BMES / EMBS) - Houston, TX, United States
Duration: 2002 Oct 232002 Oct 26

Other

OtherProceedings of the 2002 IEEE Engineering in Medicine and Biology 24th Annual Conference and the 2002 Fall Meeting of the Biomedical Engineering Society (BMES / EMBS)
CountryUnited States
CityHouston, TX
Period02/10/2302/10/26

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Keywords

  • Contour extraction
  • Echocardiogram
  • Fetus' head
  • SNAKES

ASJC Scopus subject areas

  • Bioengineering

Cite this

Tanaka, T., & Torikai, M. (2002). Contour extraction of fetus' head from echocardiogram using snakes. In Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings (Vol. 2, pp. 1070)

Contour extraction of fetus' head from echocardiogram using snakes. / Tanaka, Toshiyuki; Torikai, Masato.

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Vol. 2 2002. p. 1070.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tanaka, T & Torikai, M 2002, Contour extraction of fetus' head from echocardiogram using snakes. in Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. vol. 2, pp. 1070, Proceedings of the 2002 IEEE Engineering in Medicine and Biology 24th Annual Conference and the 2002 Fall Meeting of the Biomedical Engineering Society (BMES / EMBS), Houston, TX, United States, 02/10/23.
Tanaka T, Torikai M. Contour extraction of fetus' head from echocardiogram using snakes. In Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Vol. 2. 2002. p. 1070
Tanaka, Toshiyuki ; Torikai, Masato. / Contour extraction of fetus' head from echocardiogram using snakes. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Vol. 2 2002. pp. 1070
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