Conference item icon

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
Version:
Accepted manuscript

Actions


Access Document


Files:
Publisher copy:
10.1109/ISBI.2015.7163839

Authors


More by this author
Department:
St Hildas College
Role:
Author
Publisher:
Institute of Electrical and Electronics Engineers Publisher's website
Pages:
156-159
Publication date:
2015-07-23
DOI:
ISSN:
1945-8452 and 1945-7928
Pubs id:
pubs:619245
URN:
uri:f9a8970e-4741-4c76-a7f1-faee08f124ec
UUID:
uuid:f9a8970e-4741-4c76-a7f1-faee08f124ec
Local pid:
pubs:619245
ISBN:
9781479923748
Keywords:

Terms of use


Metrics


Views and Downloads






If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP