Publication
Texture analysis and Its applications in biomedical imaging: a survey
| dc.contributor.author | Khaksar Ghalati, Maryam | |
| dc.contributor.author | Nunes, Ana | |
| dc.contributor.author | Ferreira, Hugo | |
| dc.contributor.author | Serranho, Pedro | |
| dc.contributor.author | Bernardes, Rui | |
| dc.date.accessioned | 2023-01-03T15:53:57Z | |
| dc.date.available | 2023-01-03T15:53:57Z | |
| dc.date.issued | 2022 | |
| dc.description.abstract | Texture analysis describes a variety of image analysis techniques that quantify the variation in intensity and pattern. This paper provides an overview of several texture analysis approaches addressing the rationale supporting them, their advantages, drawbacks, and applications. This survey’s emphasis is in collecting and categorising over five decades of active research on texture analysis.Brief descriptions of different approaches are presented along with application examples. From a broad range of texture analysis applications, this survey’s final focus is on biomedical image analysis. An up-to-date list of biological tissues and organs in which disorders produce texture changes that may be used to spot disease onset and progression is provided. Finally, the role of texture analysis methods as biomarkers of disease is summarised. | pt_PT |
| dc.description.sponsorship | This work was supported in part by the Portuguese Foundation for Science and Technology (FCT) under Grants PTDC/EMD-EMD/28039/2017, UIDB/04950/2020, PestUID/NEU/04539/2019, and CENTRO-01-0145-FEDER-000016 and by FEDER-COMPETE under Grant POCI-01-0145-FEDER-028039. (Corresponding author: Rui Bernardes.) | pt_PT |
| dc.description.version | info:eu-repo/semantics/publishedVersion | pt_PT |
| dc.identifier.doi | 10.1109/RBME.2021.3115703 | pt_PT |
| dc.identifier.uri | http://hdl.handle.net/10400.2/12929 | |
| dc.language.iso | eng | pt_PT |
| dc.peerreviewed | yes | pt_PT |
| dc.relation | Coimbra Institute for Biomedical Imaging and Translational Research | |
| dc.relation | CNC. IBILI | |
| dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | pt_PT |
| dc.subject | Biomedical imaging | pt_PT |
| dc.subject | Computer-aided diagnosis | pt_PT |
| dc.subject | Image analysis | pt_PT |
| dc.subject | Texture analysis | pt_PT |
| dc.subject | Texture biomarker | pt_PT |
| dc.subject | Texture classification | pt_PT |
| dc.title | Texture analysis and Its applications in biomedical imaging: a survey | pt_PT |
| dc.type | journal article | |
| dspace.entity.type | Publication | |
| oaire.awardTitle | Coimbra Institute for Biomedical Imaging and Translational Research | |
| oaire.awardTitle | CNC. IBILI | |
| oaire.awardURI | info:eu-repo/grantAgreement/FCT/9471 - RIDTI/PTDC%2FEMD-EMD%2F28039%2F2017/PT | |
| oaire.awardURI | info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F04950%2F2020/PT | |
| oaire.awardURI | info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UID%2FNEU%2F04539%2F2019/PT | |
| oaire.citation.endPage | 246 | pt_PT |
| oaire.citation.startPage | 222 | pt_PT |
| oaire.citation.title | IEEE Reviews in Biomedical Engineering | pt_PT |
| oaire.citation.volume | 15 | pt_PT |
| oaire.fundingStream | 9471 - RIDTI | |
| oaire.fundingStream | 6817 - DCRRNI ID | |
| oaire.fundingStream | 6817 - DCRRNI ID | |
| person.familyName | Khaksar Ghalati | |
| person.familyName | Nunes | |
| person.familyName | Ferreira | |
| person.familyName | Serranho | |
| person.familyName | Dias Cortesão dos Santos Bernardes | |
| person.givenName | Maryam | |
| person.givenName | Ana | |
| person.givenName | Hugo Rafael | |
| person.givenName | Pedro | |
| person.givenName | Rui Manuel | |
| person.identifier | M-4231-2013 | |
| person.identifier.ciencia-id | 031F-5D62-E6EC | |
| person.identifier.ciencia-id | DB19-B18E-690C | |
| person.identifier.orcid | 0000-0002-6009-7946 | |
| person.identifier.orcid | 0000-0001-5821-7964 | |
| person.identifier.orcid | 0000-0003-1199-8489 | |
| person.identifier.orcid | 0000-0003-2176-3923 | |
| person.identifier.orcid | 0000-0002-6677-2754 | |
| person.identifier.scopus-author-id | 7004634386 | |
| project.funder.identifier | http://doi.org/10.13039/501100001871 | |
| project.funder.identifier | http://doi.org/10.13039/501100001871 | |
| project.funder.identifier | http://doi.org/10.13039/501100001871 | |
| project.funder.name | Fundação para a Ciência e a Tecnologia | |
| project.funder.name | Fundação para a Ciência e a Tecnologia | |
| project.funder.name | Fundação para a Ciência e a Tecnologia | |
| rcaap.rights | openAccess | pt_PT |
| rcaap.type | article | pt_PT |
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