000436634 001__ 436634
000436634 005__ 20250716151823.0
000436634 0247_ $$2doi$$a10.1107/S1600577520000831
000436634 0247_ $$2ISSN$$a0909-0495
000436634 0247_ $$2ISSN$$a1600-5775
000436634 0247_ $$2datacite_doi$$a10.3204/PUBDB-2020-01013
000436634 0247_ $$2altmetric$$aaltmetric:76371523
000436634 0247_ $$2pmid$$apmid:32153289
000436634 0247_ $$2WOS$$aWOS:000519725000027
000436634 0247_ $$2openalex$$aopenalex:W3006764191
000436634 037__ $$aPUBDB-2020-01013
000436634 041__ $$aEnglish
000436634 082__ $$a550
000436634 1001_ $$0P:(DE-H253)PIP1082336$$aYang, Xiaogang$$b0$$eCorresponding author$$udesy
000436634 245__ $$aTomographic reconstruction with a generative adversarial network
000436634 260__ $$a[S.l.]$$bWiley-Blackwell$$c2020
000436634 3367_ $$2DRIVER$$aarticle
000436634 3367_ $$2DataCite$$aOutput Types/Journal article
000436634 3367_ $$0PUB:(DE-HGF)16$$2PUB:(DE-HGF)$$aJournal Article$$bjournal$$mjournal$$s1615544752_15352
000436634 3367_ $$2BibTeX$$aARTICLE
000436634 3367_ $$2ORCID$$aJOURNAL_ARTICLE
000436634 3367_ $$00$$2EndNote$$aJournal Article
000436634 520__ $$aThis paper presents a deep learning algorithm for tomographic reconstruction(GANrec). The algorithm uses a generative adversarial network (GAN) to solvethe inverse of the Radon transform directly. It works for independent sinogramswithout additional training steps. The GAN has been developed to fit the inputsinogram with the model sinogram generated from the predicted reconstruction.Good quality reconstructions can be obtained during the minimization of thefitting errors. The reconstruction is a self-training procedure based on thephysics model, instead of on training data. The algorithm showed significantimprovements in the reconstruction accuracy, especially for missing-wedgetomography acquired at less than 180 rotational range. It was also validatedby reconstructing a missing-wedge X-ray ptychographic tomography (PXCT)data set of a macroporous zeolite particle, for which only 51 projections over70 could be collected. The GANrec recovered the 3D pore structure withreasonable quality for further analysis. This reconstruction concept can workuniversally for most of the ill-posed inverse problems if the forward model iswell defined, such as phase retrieval of in-line phase-contrast imaging.
000436634 536__ $$0G:(DE-HGF)POF3-6214$$a6214 - Nanoscience and Materials for Information Technology (POF3-621)$$cPOF3-621$$fPOF III$$x0
000436634 536__ $$0G:(DE-HGF)POF3-6G3$$a6G3 - PETRA III (POF3-622)$$cPOF3-622$$fPOF III$$x1
000436634 536__ $$0G:(DE-HGF)2020_Join2-SWEDEN-DESY$$aSWEDEN-DESY - SWEDEN-DESY Collaboration (2020_Join2-SWEDEN-DESY)$$c2020_Join2-SWEDEN-DESY$$x2
000436634 588__ $$aDataset connected to CrossRef
000436634 693__ $$0EXP:(DE-H253)P-P06-20150101$$1EXP:(DE-H253)PETRAIII-20150101$$6EXP:(DE-H253)P-P06-20150101$$aPETRA III$$fPETRA Beamline P06$$x0
000436634 7001_ $$0P:(DE-H253)PIP1020373$$aKahnt, Maik$$b1
000436634 7001_ $$0P:(DE-H253)PIP1021825$$aBrückner, Dennis$$b2$$udesy
000436634 7001_ $$0P:(DE-H253)PIP1011060$$aSchropp, Andreas$$b3$$udesy
000436634 7001_ $$0P:(DE-H253)PIP1033197$$aFam, Yakub$$b4
000436634 7001_ $$0P:(DE-H253)PIP1031661$$aBecher, Johannes$$b5
000436634 7001_ $$0P:(DE-H253)PIP1008522$$aGrunwaldt, Jan-Dierk$$b6
000436634 7001_ $$0P:(DE-H253)PIP1024276$$aSheppard, Thomas L.$$b7
000436634 7001_ $$0P:(DE-H253)PIP1008438$$aSchroer, Christian G.$$b8$$udesy
000436634 773__ $$0PERI:(DE-600)2021413-3$$a10.1107/S1600577520000831$$gVol. 27, no. 2, p. 486 - 493$$n2$$p486 - 493$$tJournal of synchrotron radiation$$v27$$x1600-5775$$y2020
000436634 8564_ $$uhttps://bib-pubdb1.desy.de/record/436634/files/il5048.pdf$$yOpenAccess
000436634 8564_ $$uhttps://bib-pubdb1.desy.de/record/436634/files/il5048.gif?subformat=icon$$xicon$$yOpenAccess
000436634 8564_ $$uhttps://bib-pubdb1.desy.de/record/436634/files/il5048.jpg?subformat=icon-1440$$xicon-1440$$yOpenAccess
000436634 8564_ $$uhttps://bib-pubdb1.desy.de/record/436634/files/il5048.jpg?subformat=icon-180$$xicon-180$$yOpenAccess
000436634 8564_ $$uhttps://bib-pubdb1.desy.de/record/436634/files/il5048.jpg?subformat=icon-640$$xicon-640$$yOpenAccess
000436634 8564_ $$uhttps://bib-pubdb1.desy.de/record/436634/files/il5048.pdf?subformat=pdfa$$xpdfa$$yOpenAccess
000436634 8767_ $$d2020-02-17$$eHybrid-OA$$jDEAL$$lWiley$$pil5048$$zPreis pro Einzelnachweis Abrechnung 2020
000436634 8767_ $$d2021-07-16$$eOther$$jDEAL$$lWiley$$zMPDL-Gebühr
000436634 909CO $$ooai:bib-pubdb1.desy.de:436634$$pdnbdelivery$$popenCost$$pVDB$$pdriver$$pOpenAPC_DEAL$$popen_access$$popenaire$$qOpenAPC
000436634 9101_ $$0I:(DE-588b)2008985-5$$6P:(DE-H253)PIP1082336$$aDeutsches Elektronen-Synchrotron$$b0$$kDESY
000436634 9101_ $$0I:(DE-HGF)0$$6P:(DE-H253)PIP1020373$$aExternal Institute$$b1$$kExtern
000436634 9101_ $$0I:(DE-588b)2008985-5$$6P:(DE-H253)PIP1021825$$aDeutsches Elektronen-Synchrotron$$b2$$kDESY
000436634 9101_ $$0I:(DE-588b)2008985-5$$6P:(DE-H253)PIP1011060$$aDeutsches Elektronen-Synchrotron$$b3$$kDESY
000436634 9101_ $$0I:(DE-HGF)0$$6P:(DE-H253)PIP1033197$$aExternal Institute$$b4$$kExtern
000436634 9101_ $$0I:(DE-HGF)0$$6P:(DE-H253)PIP1031661$$aExternal Institute$$b5$$kExtern
000436634 9101_ $$0I:(DE-HGF)0$$6P:(DE-H253)PIP1008522$$aExternal Institute$$b6$$kExtern
000436634 9101_ $$0I:(DE-HGF)0$$6P:(DE-H253)PIP1024276$$aExternal Institute$$b7$$kExtern
000436634 9101_ $$0I:(DE-588b)2008985-5$$6P:(DE-H253)PIP1008438$$aDeutsches Elektronen-Synchrotron$$b8$$kDESY
000436634 9131_ $$0G:(DE-HGF)POF3-621$$1G:(DE-HGF)POF3-620$$2G:(DE-HGF)POF3-600$$3G:(DE-HGF)POF3$$4G:(DE-HGF)POF$$9G:(DE-HGF)POF3-6214$$aDE-HGF$$bForschungsbereich Materie$$lVon Materie zu Materialien und Leben$$vIn-house research on the structure, dynamics and function of matter$$x0
000436634 9131_ $$0G:(DE-HGF)POF3-622$$1G:(DE-HGF)POF3-620$$2G:(DE-HGF)POF3-600$$3G:(DE-HGF)POF3$$4G:(DE-HGF)POF$$9G:(DE-HGF)POF3-6G3$$aDE-HGF$$bForschungsbereich Materie$$lVon Materie zu Materialien und Leben$$vFacility topic: Research on Matter with Brilliant Light Sources$$x1
000436634 9132_ $$0G:(DE-HGF)POF4-632$$1G:(DE-HGF)POF4-630$$2G:(DE-HGF)POF4-600$$3G:(DE-HGF)POF4$$4G:(DE-HGF)POF$$aDE-HGF$$bForschungsbereich Materie$$lMatter and Technologies$$vMaterials – Quantum, Complex and Functional Materials$$x0
000436634 9132_ $$0G:(DE-HGF)POF4-6G3$$1G:(DE-HGF)POF4-6G0$$2G:(DE-HGF)POF4-600$$3G:(DE-HGF)POF4$$4G:(DE-HGF)POF$$aDE-HGF$$bForschungsbereich Materie$$lGroßgeräte: Materie$$vPETRA III (DESY)$$x1
000436634 9141_ $$y2020
000436634 915__ $$0LIC:(DE-HGF)CCBY3$$2HGFVOC$$aCreative Commons Attribution CC BY 3.0
000436634 915__ $$0StatID:(DE-HGF)0200$$2StatID$$aDBCoverage$$bSCOPUS
000436634 915__ $$0StatID:(DE-HGF)0600$$2StatID$$aDBCoverage$$bEbsco Academic Search
000436634 915__ $$0StatID:(DE-HGF)0100$$2StatID$$aJCR$$bJ SYNCHROTRON RADIAT : 2017
000436634 915__ $$0StatID:(DE-HGF)0150$$2StatID$$aDBCoverage$$bWeb of Science Core Collection
000436634 915__ $$0StatID:(DE-HGF)0110$$2StatID$$aWoS$$bScience Citation Index
000436634 915__ $$0StatID:(DE-HGF)0111$$2StatID$$aWoS$$bScience Citation Index Expanded
000436634 915__ $$0StatID:(DE-HGF)9900$$2StatID$$aIF < 5
000436634 915__ $$0StatID:(DE-HGF)0510$$2StatID$$aOpenAccess
000436634 915__ $$0StatID:(DE-HGF)0030$$2StatID$$aPeer Review$$bASC
000436634 915__ $$0StatID:(DE-HGF)1150$$2StatID$$aDBCoverage$$bCurrent Contents - Physical, Chemical and Earth Sciences
000436634 915__ $$0StatID:(DE-HGF)0310$$2StatID$$aDBCoverage$$bNCBI Molecular Biology Database
000436634 915__ $$0StatID:(DE-HGF)0300$$2StatID$$aDBCoverage$$bMedline
000436634 915__ $$0StatID:(DE-HGF)0320$$2StatID$$aDBCoverage$$bPubMed Central
000436634 915__ $$0StatID:(DE-HGF)0420$$2StatID$$aNationallizenz
000436634 915__ $$0StatID:(DE-HGF)0199$$2StatID$$aDBCoverage$$bClarivate Analytics Master Journal List
000436634 9201_ $$0I:(DE-H253)FS-PETRA-20140814$$kFS-PETRA$$lFS-PETRA$$x0
000436634 9201_ $$0I:(DE-H253)FS-PET-S-20190712$$kFS-PET-S$$lExperimentebetreuung PETRA III$$x1
000436634 9201_ $$0I:(DE-H253)HAS-User-20120731$$kDOOR ; HAS-User$$lDOOR-User$$x2
000436634 980__ $$ajournal
000436634 980__ $$aVDB
000436634 980__ $$aI:(DE-H253)FS-PETRA-20140814
000436634 980__ $$aI:(DE-H253)FS-PET-S-20190712
000436634 980__ $$aI:(DE-H253)HAS-User-20120731
000436634 980__ $$aAPC
000436634 980__ $$aUNRESTRICTED
000436634 9801_ $$aAPC
000436634 9801_ $$aFullTexts