University of Aberdeen logo

AURA - Aberdeen University Research Archive

 

Histogram of Oriented Gradients Meet Deep Learning : A Novel Multi-task Deep Network for Medical Image Semantic Segmentation

Simple item page
dc.contributor.authorBhattarai, Binod
dc.contributor.authorSubedi, Ronast
dc.contributor.authorGaire, Rebati Raman
dc.contributor.authorVazquez, Eduard
dc.contributor.authorStoyanov, Danail
dc.contributor.institutionUniversity of Aberdeen.Computing Scienceen
dc.date.accessioned2023-07-24T14:10:01Z
dc.date.available2023-07-24T14:10:01Z
dc.date.issued2023-04
dc.descriptionAcknowledgements This research was funded in whole, or in part, by the Wellcome/EPSRC Centre for Interventional and Surgical Sciences (WEISS) [203145/Z/16/Z]; the Engineering and Physical Sciences Research Council (EPSRC) [EP/P027938/1, EP/R004080/1, EP/P012841/1]; and the Royal Academy of Engineering Chair in Emerging Technologies Scheme; and EndoMapper project by Horizon 2020 FET (GA 863146). For the purpose of open access, the author has applied a CC BY public copyright licence to any author accepted manuscript version arising from this submission.en
dc.description.statusPeer revieweden
dc.format.extent3211975
dc.identifier267593719
dc.identifierc965b473-cdfc-4c30-a11c-4b8d024abfb3
dc.identifier85146949690
dc.identifier.citationBhattarai, B, Subedi, R, Gaire, R R, Vazquez, E & Stoyanov, D 2023, 'Histogram of Oriented Gradients Meet Deep Learning : A Novel Multi-task Deep Network for Medical Image Semantic Segmentation', Medical Image Analysis, vol. 85, 102747. https://doi.org/10.1016/j.media.2023.102747en
dc.identifier.doi10.1016/j.media.2023.102747
dc.identifier.issn1361-8415
dc.identifier.otherBibtex: bhattarai2022histogram
dc.identifier.otherRIS: urn:845B52842ECBA2397D4480716BA2E74F
dc.identifier.otherORCID: /0000-0001-7171-6469/work/157220630
dc.identifier.urihttps://hdl.handle.net/2164/21293
dc.identifier.urlhttps://www.sciencedirect.com/science/article/pii/S1361841523000087en
dc.identifier.vol85en
dc.language.isoeng
dc.relation.ispartofMedical Image Analysisen
dc.subjectSubstantive connection via eligible employment contracten
dc.subjectSemantic segmentationen
dc.subjectMulti-task learningen
dc.subjectSelf-supervised learningen
dc.subjectHistogram of Oriented Gradientsen
dc.subjectR Medicineen
dc.subjectEngineering and Physical Sciences Research Council (EPSRC)en
dc.subjectEP/P027938/1en
dc.subjectEP/R004080/1en
dc.subjectEP/P012841/1en
dc.subjectEuropean Commissionen
dc.subjectGA 863146en
dc.subjectWellcome Trusten
dc.subject203145/Z/16/Zen
dc.subjectSupplementary Dataen
dc.subject.lccRen
dc.titleHistogram of Oriented Gradients Meet Deep Learning : A Novel Multi-task Deep Network for Medical Image Semantic Segmentationen
dc.typeJournal articleen

Files

Original bundle

Now showing 1 - 1 of 1
Thumbnail Image
Name:
Bhattarai_etal_MIA_Histogram_of_Oriented_VOR.pdf
Size:
3.06 MB
Format:
Adobe Portable Document Format
Download

Collections

All research