Conference item
Object localisation in fetal ultrasound images using invariant features
- Abstract:
- We address the task of object localisation in 2D fetal ultrasound images, where invariance to factors such as image contrast and object orientation is desirable. We build on recent methods for rotation-invariant detection and combine them with oriented measures of image structure derived from the monogenic signal. We test our approach on images containing the fetal heart. Our results suggest that although raw intensity features can achieve robust approximate detection, the structural measures can achieve better localisation.
- Publication status:
- Published
- Peer review status:
- Peer reviewed
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- Files:
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(Accepted manuscript, pdf, 1.3MB)
-
- Publisher copy:
- 10.1109/ISBI.2015.7163839
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Authors
Bibliographic Details
- Publisher:
- Institute of Electrical and Electronics Engineers Publisher's website
- Journal:
- 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) Journal website
- Pages:
- 156-159
- Host title:
- 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)
- Publication date:
- 2015-07-23
- DOI:
- ISSN:
-
1945-7928 and 1945-8452
- ISBN:
- 9781479923748
Item Description
- Keywords:
- Pubs id:
-
pubs:619245
- UUID:
-
uuid:f9a8970e-4741-4c76-a7f1-faee08f124ec
- Local pid:
- pubs:619245
- Deposit date:
- 2016-11-21
Terms of use
- Copyright holder:
- Institute of Electrical and Electronics Engineers
- Copyright date:
- 2015
- Notes:
-
This is an
accepted manuscript of a journal article published by IEEE in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) on 2015-07-23, available online: http://dx.doi.org/10.1109/ISBI.2015.7163839
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