Search: onr:"swepub:oai:DiVA.org:liu-155553" >
Tensor Decompositio...
-
Cirillo, Marco DomenicoLinköpings universitet,Avdelningen för medicinsk teknik,Tekniska fakulteten
(author)
Tensor Decomposition for Colour Image Segmentation of Burn Wounds
- Article/chapterEnglish2019
Publisher, publication year, extent ...
-
2019-03-01
-
NATURE PUBLISHING GROUP,2019
-
electronicrdacarrier
Numbers
-
LIBRIS-ID:oai:DiVA.org:liu-155553
-
https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-155553URI
-
https://doi.org/10.1038/s41598-019-39782-2DOI
Supplementary language notes
-
Language:English
-
Summary in:English
Part of subdatabase
Classification
-
Subject category:ref swepub-contenttype
-
Subject category:art swepub-publicationtype
Notes
-
Funding Agencies|Faculty of Science and Engineering Grant
-
Research in burns has been a continuing demand over the past few decades, and important advancements are still needed to facilitate more effective patient stabilization and reduce mortality rate. Burn wound assessment, which is an important task for surgical management, largely depends on the accuracy of burn area and burn depth estimates. Automated quantification of these burn parameters plays an essential role for reducing these estimate errors conventionally carried out by clinicians. The task for automated burn area calculation is known as image segmentation. In this paper, a new segmentation method for burn wound images is proposed. The proposed methods utilizes a method of tensor decomposition of colour images, based on which effective texture features can be extracted for classification. Experimental results showed that the proposed method outperforms other methods not only in terms of segmentation accuracy but also computational speed.
Subject headings and genre
Added entries (persons, corporate bodies, meetings, titles ...)
-
Mirdell, RobinLinköpings universitet,Avdelningen för Kirurgi, Ortopedi och Onkologi,Medicinska fakulteten,Region Östergötland, Hand- och plastikkirurgiska kliniken US(Swepub:liu)robmi25
(author)
-
Sjöberg, FolkeLinköpings universitet,Avdelningen för Kirurgi, Ortopedi och Onkologi,Medicinska fakulteten,Region Östergötland, Hand- och plastikkirurgiska kliniken US(Swepub:liu)folsj94
(author)
-
Pham, TuanLinköpings universitet,Avdelningen för medicinsk teknik,Tekniska fakulteten(Swepub:liu)tuaph15
(author)
-
Linköpings universitetAvdelningen för medicinsk teknik
(creator_code:org_t)
Related titles
-
In:Scientific Reports: NATURE PUBLISHING GROUP92045-2322
Internet link
Find in a library
To the university's database