A Multiresolution Approach to Discrete Tomography Using DART
In discrete tomography, a scanned object is assumed to consist of only a few different materials. This prior knowledge can be effectively exploited by a specialized discrete reconstruction algorithm such as the Discrete Algebraic Reconstruction Technique (DART), which is capable of providing more ac...
Saved in:
| Published in | PloS one Vol. 9; no. 9; p. e106090 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
United States
Public Library of Science
05.09.2014
Public Library of Science (PLoS) |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1932-6203 1932-6203 |
| DOI | 10.1371/journal.pone.0106090 |
Cover
| Abstract | In discrete tomography, a scanned object is assumed to consist of only a few different materials. This prior knowledge can be effectively exploited by a specialized discrete reconstruction algorithm such as the Discrete Algebraic Reconstruction Technique (DART), which is capable of providing more accurate reconstructions from limited data compared to conventional reconstruction algorithms. However, like most iterative reconstruction algorithms, DART suffers from long computation times. To increase the computational efficiency as well as the reconstruction quality of DART, a multiresolution version of DART (MDART) is proposed, in which the reconstruction starts on a coarse grid with big pixel (voxel) size. The resulting reconstruction is then resampled on a finer grid and used as an initial point for a subsequent DART reconstruction. This process continues until the target pixel size is reached. Experiments show that MDART can provide a significant speed-up, reduce missing wedge artefacts and improve feature reconstruction in the object compared with DART within the same time, making its use with large datasets more feasible. |
|---|---|
| AbstractList | In discrete tomography, a scanned object is assumed to consist of only a few different materials. This prior knowledge can be effectively exploited by a specialized discrete reconstruction algorithm such as the Discrete Algebraic Reconstruction Technique (DART), which is capable of providing more accurate reconstructions from limited data compared to conventional reconstruction algorithms. However, like most iterative reconstruction algorithms, DART suffers from long computation times. To increase the computational efficiency as well as the reconstruction quality of DART, a multiresolution version of DART (MDART) is proposed, in which the reconstruction starts on a coarse grid with big pixel (voxel) size. The resulting reconstruction is then resampled on a finer grid and used as an initial point for a subsequent DART reconstruction. This process continues until the target pixel size is reached. Experiments show that MDART can provide a significant speed-up, reduce missing wedge artefacts and improve feature reconstruction in the object compared with DART within the same time, making its use with large datasets more feasible. In discrete tomography, a scanned object is assumed to consist of only a few different materials. This prior knowledge can be effectively exploited by a specialized discrete reconstruction algorithm such as the Discrete Algebraic Reconstruction Technique (DART), which is capable of providing more accurate reconstructions from limited data compared to conventional reconstruction algorithms. However, like most iterative reconstruction algorithms, DART suffers from long computation times. To increase the computational efficiency as well as the reconstruction quality of DART, a multiresolution version of DART (MDART) is proposed, in which the reconstruction starts on a coarse grid with big pixel (voxel) size. The resulting reconstruction is then resampled on a finer grid and used as an initial point for a subsequent DART reconstruction. This process continues until the target pixel size is reached. Experiments show that MDART can provide a significant speed-up, reduce missing wedge artefacts and improve feature reconstruction in the object compared with DART within the same time, making its use with large datasets more feasible.In discrete tomography, a scanned object is assumed to consist of only a few different materials. This prior knowledge can be effectively exploited by a specialized discrete reconstruction algorithm such as the Discrete Algebraic Reconstruction Technique (DART), which is capable of providing more accurate reconstructions from limited data compared to conventional reconstruction algorithms. However, like most iterative reconstruction algorithms, DART suffers from long computation times. To increase the computational efficiency as well as the reconstruction quality of DART, a multiresolution version of DART (MDART) is proposed, in which the reconstruction starts on a coarse grid with big pixel (voxel) size. The resulting reconstruction is then resampled on a finer grid and used as an initial point for a subsequent DART reconstruction. This process continues until the target pixel size is reached. Experiments show that MDART can provide a significant speed-up, reduce missing wedge artefacts and improve feature reconstruction in the object compared with DART within the same time, making its use with large datasets more feasible. |
| Author | Sijbers, Jan Dabravolski, Andrei Batenburg, Kees Joost |
| AuthorAffiliation | Banner Alzheimer's Institute, United States of America 1 iMinds-Vision lab, University of Antwerp, Antwerp, Belgium 2 Centrum Wiskunde & Informatica (CWI), Amsterdam, The Netherlands 3 Mathematical Institute, Leiden University, Leiden, The Netherlands |
| AuthorAffiliation_xml | – name: 2 Centrum Wiskunde & Informatica (CWI), Amsterdam, The Netherlands – name: 3 Mathematical Institute, Leiden University, Leiden, The Netherlands – name: Banner Alzheimer's Institute, United States of America – name: 1 iMinds-Vision lab, University of Antwerp, Antwerp, Belgium |
| Author_xml | – sequence: 1 givenname: Andrei surname: Dabravolski fullname: Dabravolski, Andrei – sequence: 2 givenname: Kees Joost surname: Batenburg fullname: Batenburg, Kees Joost – sequence: 3 givenname: Jan surname: Sijbers fullname: Sijbers, Jan |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/25192003$$D View this record in MEDLINE/PubMed |
| BookMark | eNqNUl1r2zAUFaNl_do_GJthL3tJdiXZcjzGILRbV2gZjPRZyPJ1oqBInmRv5N9PadzSljH2JOnecw_nnKsTcuC8Q0JeU5hSXtIPaz8Ep-y0S-UpUBBQwQtyTCvOJoIBP3h0PyInMa4BCj4T4iU5YgWtGAA_Jp_m2c1gexMwejv0xrts3nXBK73Kep9dmKgD9pgt_MYvg-pW2-w2GrfMLuY_FmfksFU24qvxPCW3X78szr9Nrr9fXp3Prye6YKKf0Lytcpwp5BU2QLGp0rOtm1mZU8ZVXqBGJUrd0pJWdfKGNfC6LVFBnTMQ_JS83fN21kc5Go-SFgK4mIkSEuJqj2i8WssumI0KW-mVkXcFH5ZShd5oixIriiXN64ILzJskRtdlS5O-mrWMtypxFXuuwXVq-1tZ-0BIQe6yv5cgd9nLMfs093lUOdQbbDS6Pij7RMzTjjMrufS_ZJ6McKCJ4P1IEPzPAWMvNyl-tFY59MOdXwq8SHtL0HfPoH9P5c1jRQ9S7tefAPkeoIOPMWD7v04_PhvTple7z5N8Gfvv4T-TRtrZ |
| CitedBy_id | crossref_primary_10_1088_1361_6420_ab4f4e crossref_primary_10_1007_s00371_022_02616_w crossref_primary_10_1016_j_heliyon_2021_e06839 crossref_primary_10_1007_s10921_022_00916_8 crossref_primary_10_1093_ee_nvv134 crossref_primary_10_1016_j_ultramic_2016_08_002 crossref_primary_10_1109_TCI_2016_2521340 crossref_primary_10_1088_1361_6501_aa9a07 crossref_primary_10_1155_2017_6482567 crossref_primary_10_1364_OE_27_033670 crossref_primary_10_1016_j_compag_2017_04_010 crossref_primary_10_1088_1361_6420_ad5d0d crossref_primary_10_1109_TMI_2016_2645122 |
| Cites_doi | 10.1007/978-3-319-07148-0_20 10.1016/j.gmod.2011.06.006 10.3233/FI-2013-861 10.1109/TMI.1982.4307572 10.1016/j.jsb.2011.07.017 10.1109/TIP.2013.2297025 10.1109/TIP.2011.2131661 10.1007/978-1-4612-1568-4 10.1109/TMI.2008.923696 10.1007/s11207-010-9536-1 10.1016/j.ultramic.2012.01.015 10.3233/XST-130408 10.1088/1742-6596/463/1/012012 10.1109/TIP.2012.2206042 10.1117/12.679497 10.1038/nmat2406 10.3233/XST-2012-0314 10.1117/12.652603 10.1179/1743280413Y.0000000023 10.1109/TIP.2011.2114894 10.1016/j.ultramic.2009.01.009 10.1109/TSMC.1979.4310076 |
| ContentType | Journal Article |
| Copyright | 2014 Dabravolski et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. 2014 Dabravolski et al 2014 Dabravolski et al |
| Copyright_xml | – notice: 2014 Dabravolski et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. – notice: 2014 Dabravolski et al 2014 Dabravolski et al |
| DBID | AAYXX CITATION CGR CUY CVF ECM EIF NPM 3V. 7QG 7QL 7QO 7RV 7SN 7SS 7T5 7TG 7TM 7U9 7X2 7X7 7XB 88E 8AO 8C1 8FD 8FE 8FG 8FH 8FI 8FJ 8FK ABJCF ABUWG AEUYN AFKRA ARAPS ATCPS AZQEC BBNVY BENPR BGLVJ BHPHI C1K CCPQU D1I DWQXO FR3 FYUFA GHDGH GNUQQ H94 HCIFZ K9. KB. KB0 KL. L6V LK8 M0K M0S M1P M7N M7P M7S NAPCQ P5Z P62 P64 PATMY PDBOC PHGZM PHGZT PIMPY PJZUB PKEHL PPXIY PQEST PQGLB PQQKQ PQUKI PRINS PTHSS PYCSY RC3 7X8 5PM ADTOC UNPAY DOA |
| DOI | 10.1371/journal.pone.0106090 |
| DatabaseName | CrossRef Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed ProQuest Central (Corporate) Animal Behavior Abstracts Bacteriology Abstracts (Microbiology B) Biotechnology Research Abstracts Nursing & Allied Health Database Ecology Abstracts Entomology Abstracts (Full archive) Immunology Abstracts Meteorological & Geoastrophysical Abstracts Nucleic Acids Abstracts Virology and AIDS Abstracts Agricultural Science Collection Health & Medical Collection (Proquest) ProQuest Central (purchase pre-March 2016) Medical Database (Alumni Edition) ProQuest Pharma Collection ProQuest Public Health Database Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest Natural Science Journals Hospital Premium Collection Hospital Premium Collection (Alumni Edition) ProQuest Central (Alumni) (purchase pre-March 2016) Materials Science & Engineering Collection ProQuest Central (Alumni) ProQuest One Sustainability ProQuest Central UK/Ireland ProQuest Advanced Technologies & Aerospace Database Agricultural & Environmental Science Collection ProQuest Central Essentials ProQuest SciTech Premium Collection Natural Science Collection Biological Science Collection ProQuest Central Technology Collection (ProQuest) Natural Science Collection Environmental Sciences and Pollution Management ProQuest One Community College ProQuest Materials Science Collection ProQuest Central Engineering Research Database Health Research Premium Collection Health Research Premium Collection (Alumni) ProQuest Central Student AIDS and Cancer Research Abstracts SciTech Premium Collection ProQuest Health & Medical Complete (Alumni) Materials Science Database (Proquest) Nursing & Allied Health Database (Alumni Edition) Meteorological & Geoastrophysical Abstracts - Academic ProQuest Engineering Collection Biological Sciences Agricultural Science Database ProQuest Health & Medical Collection Medical Database Algology Mycology and Protozoology Abstracts (Microbiology C) Biological science database Engineering Database Nursing & Allied Health Premium Advanced Technologies & Aerospace Collection ProQuest Advanced Technologies & Aerospace Collection Biotechnology and BioEngineering Abstracts Environmental Science Database Materials Science Collection ProQuest Central Premium ProQuest One Academic ProQuest Publicly Available Content Database ProQuest Health & Medical Research Collection ProQuest One Academic Middle East (New) ProQuest One Health & Nursing ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China Engineering collection Environmental Science Collection Genetics Abstracts MEDLINE - Academic PubMed Central (Full Participant titles) Unpaywall for CDI: Periodical Content Unpaywall DOAJ Directory of Open Access Journals |
| DatabaseTitle | CrossRef MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) Agricultural Science Database Publicly Available Content Database ProQuest Central Student ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials Nucleic Acids Abstracts SciTech Premium Collection ProQuest Central China Environmental Sciences and Pollution Management ProQuest One Applied & Life Sciences ProQuest One Sustainability Health Research Premium Collection Meteorological & Geoastrophysical Abstracts Natural Science Collection Health & Medical Research Collection Biological Science Collection ProQuest Central (New) ProQuest Medical Library (Alumni) Engineering Collection Advanced Technologies & Aerospace Collection Engineering Database Virology and AIDS Abstracts ProQuest Biological Science Collection ProQuest One Academic Eastern Edition Agricultural Science Collection ProQuest Hospital Collection ProQuest Technology Collection Health Research Premium Collection (Alumni) Biological Science Database Ecology Abstracts ProQuest Hospital Collection (Alumni) Biotechnology and BioEngineering Abstracts Environmental Science Collection Entomology Abstracts Nursing & Allied Health Premium ProQuest Health & Medical Complete ProQuest One Academic UKI Edition Environmental Science Database ProQuest Nursing & Allied Health Source (Alumni) Engineering Research Database ProQuest One Academic Meteorological & Geoastrophysical Abstracts - Academic ProQuest One Academic (New) Technology Collection Technology Research Database ProQuest One Academic Middle East (New) Materials Science Collection ProQuest Health & Medical Complete (Alumni) ProQuest Central (Alumni Edition) ProQuest One Community College ProQuest One Health & Nursing ProQuest Natural Science Collection ProQuest Pharma Collection ProQuest Central ProQuest Health & Medical Research Collection Genetics Abstracts ProQuest Engineering Collection Biotechnology Research Abstracts Health and Medicine Complete (Alumni Edition) ProQuest Central Korea Bacteriology Abstracts (Microbiology B) Algology Mycology and Protozoology Abstracts (Microbiology C) Agricultural & Environmental Science Collection AIDS and Cancer Research Abstracts Materials Science Database ProQuest Materials Science Collection ProQuest Public Health ProQuest Nursing & Allied Health Source ProQuest SciTech Collection Advanced Technologies & Aerospace Database ProQuest Medical Library Animal Behavior Abstracts Materials Science & Engineering Collection Immunology Abstracts ProQuest Central (Alumni) MEDLINE - Academic |
| DatabaseTitleList | MEDLINE MEDLINE - Academic Agricultural Science Database |
| Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 3 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database – sequence: 4 dbid: UNPAY name: Unpaywall url: https://proxy.k.utb.cz/login?url=https://unpaywall.org/ sourceTypes: Open Access Repository – sequence: 5 dbid: 8FG name: ProQuest Technology Collection url: https://search.proquest.com/technologycollection1 sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Sciences (General) |
| DocumentTitleAlternate | A Multiresolution Approach to Discrete Tomography Using DART |
| EISSN | 1932-6203 |
| ExternalDocumentID | 1560368670 oai_doaj_org_article_e91e714b536e4ded9cb7f14e8b2f23fa 10.1371/journal.pone.0106090 PMC4156301 3424179501 25192003 10_1371_journal_pone_0106090 |
| Genre | Research Support, Non-U.S. Gov't Journal Article |
| GeographicLocations | Belgium Netherlands |
| GeographicLocations_xml | – name: Netherlands – name: Belgium |
| GroupedDBID | --- 123 29O 2WC 53G 5VS 7RV 7X2 7X7 7XC 88E 8AO 8C1 8CJ 8FE 8FG 8FH 8FI 8FJ A8Z AAFWJ AAUCC AAWOE AAYXX ABDBF ABIVO ABJCF ABUWG ACGFO ACIHN ACIWK ACPRK ACUHS ADBBV ADRAZ AEAQA AENEX AEUYN AFKRA AFPKN AFRAH AHMBA ALMA_UNASSIGNED_HOLDINGS AOIJS APEBS ARAPS ATCPS BAWUL BBNVY BCNDV BENPR BGLVJ BHPHI BKEYQ BPHCQ BVXVI BWKFM CCPQU CITATION CS3 D1I D1J D1K DIK DU5 E3Z EAP EAS EBD EMOBN ESTFP ESX EX3 F5P FPL FYUFA GROUPED_DOAJ GX1 HCIFZ HH5 HMCUK HYE IAO IEA IGS IHR IHW INH INR IOV IPY ISE ISR ITC K6- KB. KQ8 L6V LK5 LK8 M0K M1P M48 M7P M7R M7S M~E NAPCQ O5R O5S OK1 OVT P2P P62 PATMY PDBOC PHGZM PHGZT PIMPY PJZUB PPXIY PQGLB PQQKQ PROAC PSQYO PTHSS PUEGO PYCSY RNS RPM SV3 TR2 UKHRP WOQ WOW ~02 ~KM ALIPV CGR CUY CVF ECM EIF IPNFZ NPM PV9 RIG RZL 3V. 7QG 7QL 7QO 7SN 7SS 7T5 7TG 7TM 7U9 7XB 8FD 8FK AZQEC C1K DWQXO FR3 GNUQQ H94 K9. KL. M7N P64 PKEHL PQEST PQUKI PRINS RC3 7X8 5PM ADTOC UNPAY - 02 AAPBV ABPTK ADACO BBAFP BBORY KM |
| ID | FETCH-LOGICAL-c526t-14f94e8ae39ed01ed994efbd874123a45ecea67cf1719b371eb03bf7ea0b42063 |
| IEDL.DBID | M48 |
| ISSN | 1932-6203 |
| IngestDate | Fri Nov 26 17:14:30 EST 2021 Fri Oct 03 12:53:26 EDT 2025 Sun Oct 26 04:12:28 EDT 2025 Tue Sep 30 16:55:15 EDT 2025 Thu Oct 02 05:35:35 EDT 2025 Tue Oct 07 07:24:04 EDT 2025 Mon Jul 21 05:40:50 EDT 2025 Wed Oct 01 04:17:37 EDT 2025 Thu Apr 24 23:00:12 EDT 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 9 |
| Language | English |
| License | This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. cc-by Creative Commons Attribution License |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c526t-14f94e8ae39ed01ed994efbd874123a45ecea67cf1719b371eb03bf7ea0b42063 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 Competing Interests: The authors have declared that no competing interests exist. Conceived and designed the experiments: AD KJB JS. Performed the experiments: AD. Analyzed the data: AD. Contributed to the writing of the manuscript: AD KJB JS. |
| OpenAccessLink | http://journals.scholarsportal.info/openUrl.xqy?doi=10.1371/journal.pone.0106090 |
| PMID | 25192003 |
| PQID | 1560368670 |
| PQPubID | 1436336 |
| ParticipantIDs | plos_journals_1560368670 doaj_primary_oai_doaj_org_article_e91e714b536e4ded9cb7f14e8b2f23fa unpaywall_primary_10_1371_journal_pone_0106090 pubmedcentral_primary_oai_pubmedcentral_nih_gov_4156301 proquest_miscellaneous_1561035003 proquest_journals_1560368670 pubmed_primary_25192003 crossref_primary_10_1371_journal_pone_0106090 crossref_citationtrail_10_1371_journal_pone_0106090 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | 2014-09-05 |
| PublicationDateYYYYMMDD | 2014-09-05 |
| PublicationDate_xml | – month: 09 year: 2014 text: 2014-09-05 day: 05 |
| PublicationDecade | 2010 |
| PublicationPlace | United States |
| PublicationPlace_xml | – name: United States – name: San Francisco – name: San Francisco, USA |
| PublicationTitle | PloS one |
| PublicationTitleAlternate | PLoS One |
| PublicationYear | 2014 |
| Publisher | Public Library of Science Public Library of Science (PLoS) |
| Publisher_xml | – name: Public Library of Science – name: Public Library of Science (PLoS) |
| References | A Zuerner (ref15) 2012; 115 KJ Batenburg (ref1) 2011; 20 J Gregor (ref7) 2008; 27 ref14 ref10 N Otsu (ref24) 1979; 9 H Segers (ref18) 2013; 125 M Fedrigo (ref9) 2012; 20 ref16 F Javier Maestre-Deusto (ref11) 2011; 20 L Brabant (ref12) 2014; 22 MD Butala (ref3) 2010; 262 ref23 W van Aarle (ref17) 2014; 23 ref20 PA Midgley (ref5) 2009; 8 ref22 EY Sidky (ref8) 2006; 14 KJ Batenburg (ref2) 2009; 109 PM Joseph (ref19) 1982; 1 WJ Palenstijn (ref21) 2011; 176 ref6 L Varga (ref25) 2011; 73 W van Aarle (ref13) 2012; 21 E Maire (ref4) 2014; 59 19308086 - Nat Mater. 2009 Apr;8(4):271-80 21840398 - J Struct Biol. 2011 Nov;176(2):250-3 22459117 - Ultramicroscopy. 2012 Apr;115:41-9 21435983 - IEEE Trans Image Process. 2011 Sep;20(9):2542-53 19269094 - Ultramicroscopy. 2009 May;109(6):730-40 18599397 - IEEE Trans Med Imaging. 2008;27(7):918-24 24723522 - IEEE Trans Image Process. 2014 Mar;23(3):1181-93 24463385 - J Xray Sci Technol. 2014;22(1):47-61 22752136 - IEEE Trans Image Process. 2012 Nov;21(11):4608-21 18238275 - IEEE Trans Med Imaging. 1982;1(3):192-6 21335313 - IEEE Trans Image Process. 2011 Aug;20(8):2146-52 22398583 - J Xray Sci Technol. 2012;20(1):1-10 |
| References_xml | – ident: ref14 doi: 10.1007/978-3-319-07148-0_20 – volume: 73 start-page: 365 year: 2011 ident: ref25 article-title: Direction-dependency of binary tomographic reconstruction algorithms publication-title: Graphical Models doi: 10.1016/j.gmod.2011.06.006 – volume: 14 start-page: 119 year: 2006 ident: ref8 article-title: Accurate image reconstruction from few-views and limited-angle data in divergent-beam CT publication-title: Journal of X-Ray Science and Technology – volume: 125 start-page: 223 year: 2013 ident: ref18 article-title: Discrete Tomography in MRI: a Simulation Study publication-title: Fundamenta Informaticae doi: 10.3233/FI-2013-861 – volume: 1 start-page: 192 year: 1982 ident: ref19 article-title: An improved algorithm for reprojecting rays through pixel images publication-title: IEEE Transactions on Medical Imaging doi: 10.1109/TMI.1982.4307572 – volume: 176 start-page: 250 year: 2011 ident: ref21 article-title: Performance improvements for iterative electron tomography reconstruction using graphics processing units (GPUs) publication-title: Journal of Structural Biology doi: 10.1016/j.jsb.2011.07.017 – ident: ref20 – volume: 23 start-page: 1181 year: 2014 ident: ref17 article-title: Super-Resolution for Computed Tomography Based on Discrete Tomography publication-title: IEEE Transactions on Image Processing doi: 10.1109/TIP.2013.2297025 – volume: 20 start-page: 2542 year: 2011 ident: ref1 article-title: DART: A Practical Reconstruction Algorithm for Discrete Tomography publication-title: IEEE Transactions on Image Processing doi: 10.1109/TIP.2011.2131661 – ident: ref10 doi: 10.1007/978-1-4612-1568-4 – volume: 27 start-page: 918 year: 2008 ident: ref7 article-title: Computational analysis and improvement of SIRT publication-title: IEEE Transactions on Medical Imaging doi: 10.1109/TMI.2008.923696 – volume: 262 start-page: 495 year: 2010 ident: ref3 article-title: Dynamic Three-Dimensional Tomography of the Solar Corona publication-title: Solar Physics doi: 10.1007/s11207-010-9536-1 – volume: 115 start-page: 41 year: 2012 ident: ref15 article-title: Discrete tomography of demanding samples based on a modified SIRT algorithm publication-title: Ultramicroscopy doi: 10.1016/j.ultramic.2012.01.015 – volume: 22 start-page: 47 year: 2014 ident: ref12 article-title: EDART, a discrete algebraic reconstructing technique for experimental data obtained with high resolution computed tomography publication-title: Journal of X-Ray Science and Technology doi: 10.3233/XST-130408 – ident: ref22 doi: 10.1088/1742-6596/463/1/012012 – volume: 21 start-page: 4608 year: 2012 ident: ref13 article-title: Automatic Parameter Estimation for the Discrete Algebraic Reconstruction Technique (DART) publication-title: IEEE Transactions on Image Processing doi: 10.1109/TIP.2012.2206042 – ident: ref23 doi: 10.1117/12.679497 – ident: ref6 – volume: 8 start-page: 271 year: 2009 ident: ref5 article-title: Electron tomography and holography in materials science publication-title: Nature Materials doi: 10.1038/nmat2406 – volume: 20 start-page: 1 year: 2012 ident: ref9 article-title: Investigating tomographic reconstruction with a priori geometrical information publication-title: Journal of X-Ray Science and Technology doi: 10.3233/XST-2012-0314 – ident: ref16 doi: 10.1117/12.652603 – volume: 59 start-page: 1 year: 2014 ident: ref4 article-title: Quantitative X-ray tomography publication-title: International Materials Reviews doi: 10.1179/1743280413Y.0000000023 – volume: 20 start-page: 2146 year: 2011 ident: ref11 article-title: ADART: An Adaptive Algebraic Reconstruction Algorithm for Discrete Tomography publication-title: IEEE Transactions on Image Processing doi: 10.1109/TIP.2011.2114894 – volume: 109 start-page: 730 year: 2009 ident: ref2 article-title: 3D imaging of nanomaterials by discrete tomography publication-title: Ultramicroscopy doi: 10.1016/j.ultramic.2009.01.009 – volume: 9 start-page: 62 year: 1979 ident: ref24 article-title: Threshold Selection Method from Gray-Level Histograms publication-title: IEEE Transactions on Systems, Man, and Cybernetics doi: 10.1109/TSMC.1979.4310076 – reference: 21840398 - J Struct Biol. 2011 Nov;176(2):250-3 – reference: 24463385 - J Xray Sci Technol. 2014;22(1):47-61 – reference: 19269094 - Ultramicroscopy. 2009 May;109(6):730-40 – reference: 18599397 - IEEE Trans Med Imaging. 2008;27(7):918-24 – reference: 19308086 - Nat Mater. 2009 Apr;8(4):271-80 – reference: 22752136 - IEEE Trans Image Process. 2012 Nov;21(11):4608-21 – reference: 18238275 - IEEE Trans Med Imaging. 1982;1(3):192-6 – reference: 22398583 - J Xray Sci Technol. 2012;20(1):1-10 – reference: 21335313 - IEEE Trans Image Process. 2011 Aug;20(8):2146-52 – reference: 21435983 - IEEE Trans Image Process. 2011 Sep;20(9):2542-53 – reference: 24723522 - IEEE Trans Image Process. 2014 Mar;23(3):1181-93 – reference: 22459117 - Ultramicroscopy. 2012 Apr;115:41-9 |
| SSID | ssj0053866 |
| Score | 2.2381995 |
| Snippet | In discrete tomography, a scanned object is assumed to consist of only a few different materials. This prior knowledge can be effectively exploited by a... |
| SourceID | plos doaj unpaywall pubmedcentral proquest pubmed crossref |
| SourceType | Open Website Open Access Repository Aggregation Database Index Database Enrichment Source |
| StartPage | e106090 |
| SubjectTerms | Algebra Algorithms Artefacts Biology and Life Sciences Computer applications Computer Simulation Computing time Datasets Image Processing, Computer-Assisted - methods International conferences Iterative methods Medical imaging Medicine and Health Sciences Microscopy NMR Nuclear magnetic resonance Parameter estimation Phantoms, Imaging Pixels Quality Reconstruction Research and Analysis Methods Science Tomography Tomography - methods Tomography, X-Ray Computed - methods |
| SummonAdditionalLinks | – databaseName: DOAJ Directory of Open Access Journals dbid: DOA link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Bb9MwFLbQLnBBjAELjMlIHOCQLo4dO5a4jLFpQoITk3aLbOcFkLq0Wlsh_j3vOU7UiknjwC2N3ab53nv29-Tnz4y9BR2s8KHKiYzkyhmBMQdF7oKwRtYK2o4SxS9f9eWV-nxdXW8d9UU1YYM88ADcCVgBRihfSQ2qhdYGbzqhoPZlV8ouUqOitmMyNYzBGMVap41y0oiTZJfZctHDjLKggsbgrYko6vWTvul8sbqLa_5dMvlw0y_d719uPt-ajy6esMeJSPLT4QX22QPon7L9FKor_i7pSb8_YB9OeSwbxMQ6-RkflcT5esFpX-4tUme8vkn61Zyq4b_zT0h2n7Gri_NvZ5d5OjQhD1Wp17lQnUV0HEgLbSEQMPzY-bZG6lBKpyoI4LQJnTDCegQHfCF9Z8AVXpVIWJ6zvR5hOmRcWmRrGjBLc1q1XtdouhoJUlBIGjENzJgcEWxCUhSngy3mTVwmM5hZDFg0hHuTcM9YPn1rOShq3NP_Ixln6kt62PEGekmTvKS5z0sydkimHR-wamgDudS1Nvj7R6O5725-MzVj5NFyiuthsYl9BK3LFjJjLwbvmP4k7QcuY4vZ8Zudt9ht6X_-iOrelFHjqJux2eRh_4TTy_-B0yv2CBmhikV01RHbW99u4DWyrrU_jgH2B1iOLXQ priority: 102 providerName: Directory of Open Access Journals – databaseName: ProQuest Central dbid: BENPR link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3db9MwED-N7gFeEONrGQMZiQd4SBfHjp1IINSxTRMSFUKbtLfIThyYVJJubYX477lznbCKCXhM7SrxfeV3se93AK-cqgpuqywmMBJLozn6nEtiU_FCi1y6uqFE8dNUnZ7LjxfZxRZM-1oYOlbZx0QfqOuuom_kB1TxK1SudPJ-fhVT1yjaXe1baJjQWqF-5ynG7sB2SsxYI9g-PJ5-_tLHZvRupUIBndD8IOhrPO9aN6bsKKHYfOMF5Xn8ifd01i1uw6B_HqW8u2rn5ucPM5vdeE-dPID7AWCyydoidmDLtQ9hJ7jwgr0OPNNvHsHbCfPlt5hwB_tjk8AwzpYdO7rEiIKQmp113wOvNfMHDNgRguDHcH5yfPbhNA7NFOIqS9Uy5rIppMuNE4WrE-7qAi8bW-cIKVJhZOYqZ5SuGq55YVE4zibCNtqZxMoUgcwTGLUopl1gokAUpxxmb0bJ2qocVZojcKokgklMDyMQvQTLKjCNU8OLWem3zzRmHGtZlCT3Msg9gnj413zNtPGP-YeknGEu8WT7H7rrr2Vwu9IV3GkubSaUkzUuurK64fi4Nm1S0ZgIdkm1_Q0W5W8zi2C_V_ftwy-HYfRI2mYxretWfg6n_dpERPB0bR3DQ1KdcOpH9IbdbKxic6S9_OZZvynTxmgcwXiwsP-S097f1_EM7iEGlP7YXLYPo-X1yj1HnLW0L4Lz_AL9IimP priority: 102 providerName: ProQuest – databaseName: Unpaywall dbid: UNPAY link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6V7QEuhfJqoCAjIQSHpHHs2InEZaFUFRIVh65UDiiyHUdULMmqmxWCA7-dseOsWCgCDtx21494xmP7mx3PF4DHVpiSapPHDozEXEmKa86msTK0lKzgtm6co_jmRBzP-Ouz_GwL3o-5MEGD6CPOu6WP5LsPXWsPgiYPHF_RED1NKJN0bJEssFLiPJy0TJ94xiH3z1jvEpCuwLbIEapPYHt28nb6bog0Z7HIUhbS6X7X08Zx5Vn9HQsqDukyRPrrxcqrq3ahvnxW8_kPp9bRdfg2yjtcVvmYrHqdmK8_UUH-N4XcgJ2Ad8l06GUXtmx7E3bDjrIkTwPt9bNb8HxKfDYw-v9hOZBpIDwnfUcOz3GDQ4RPTrtPgWab-PsO5BAx-W2YHb06fXkch3c7xCbPRB9T3pTcFsqy0tYptXWJXxtdF4hwMqZ4bo1VQpqGSlpqFMvqlOlGWpVqniGuugOTFgXcA8JKBJXCojOpBK-1KNDCCsRxhiO2RW81AjZOYWUC8bl7_8a88tE8iQ7QoIvKaawKGosgXrdaDMQff6j_wlnHuq6j7fY_4JRVYaoqW1IrKdc5E5bXKLTRsqE4XJ01GWtUBHtudscHLCuX585EIST2vz_a2-XFj9bFuEG4qI9qbbfydagLH6csgruDea4H6dKWM18iNwx3Q4rNkvb8gychd44_Hg4RJGsT_ys93fvXBvfhGoJU7u_15fsw6S9W9gECwV4_DMv5O8xKYqs priority: 102 providerName: Unpaywall |
| Title | A Multiresolution Approach to Discrete Tomography Using DART |
| URI | https://www.ncbi.nlm.nih.gov/pubmed/25192003 https://www.proquest.com/docview/1560368670 https://www.proquest.com/docview/1561035003 https://pubmed.ncbi.nlm.nih.gov/PMC4156301 https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0106090&type=printable https://doaj.org/article/e91e714b536e4ded9cb7f14e8b2f23fa http://dx.doi.org/10.1371/journal.pone.0106090 |
| UnpaywallVersion | publishedVersion |
| Volume | 9 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVFSB databaseName: Free Full-Text Journals in Chemistry customDbUrl: eissn: 1932-6203 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0053866 issn: 1932-6203 databaseCode: HH5 dateStart: 20060101 isFulltext: true titleUrlDefault: http://abc-chemistry.org/ providerName: ABC ChemistRy – providerCode: PRVAFT databaseName: Open Access Digital Library customDbUrl: eissn: 1932-6203 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0053866 issn: 1932-6203 databaseCode: KQ8 dateStart: 20060101 isFulltext: true titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html providerName: Colorado Alliance of Research Libraries – providerCode: PRVAFT databaseName: Open Access Digital Library customDbUrl: eissn: 1932-6203 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0053866 issn: 1932-6203 databaseCode: KQ8 dateStart: 20061001 isFulltext: true titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html providerName: Colorado Alliance of Research Libraries – providerCode: PRVAON databaseName: DOAJ Directory of Open Access Journals customDbUrl: eissn: 1932-6203 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0053866 issn: 1932-6203 databaseCode: DOA dateStart: 20060101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVEBS databaseName: EBSCOhost Academic Search Ultimate - TFS customDbUrl: https://search.ebscohost.com/login.aspx?authtype=ip,shib&custid=s3936755&profile=ehost&defaultdb=asn eissn: 1932-6203 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0053866 issn: 1932-6203 databaseCode: ABDBF dateStart: 20080101 isFulltext: true titleUrlDefault: https://search.ebscohost.com/direct.asp?db=asn providerName: EBSCOhost – providerCode: PRVEBS databaseName: EBSCOhost Food Science Source customDbUrl: eissn: 1932-6203 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0053866 issn: 1932-6203 databaseCode: A8Z dateStart: 20080101 isFulltext: true titleUrlDefault: https://search.ebscohost.com/login.aspx?authtype=ip,uid&profile=ehost&defaultdb=fsr providerName: EBSCOhost – providerCode: PRVBFR databaseName: Free Medical Journals customDbUrl: eissn: 1932-6203 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0053866 issn: 1932-6203 databaseCode: DIK dateStart: 20060101 isFulltext: true titleUrlDefault: http://www.freemedicaljournals.com providerName: Flying Publisher – providerCode: PRVFQY databaseName: GFMER Medical Journals Open Access customDbUrl: eissn: 1932-6203 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0053866 issn: 1932-6203 databaseCode: GX1 dateStart: 20060101 isFulltext: true titleUrlDefault: http://www.gfmer.ch/Medical_journals/Free_medical.php providerName: Geneva Foundation for Medical Education and Research – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 1932-6203 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0053866 issn: 1932-6203 databaseCode: M~E dateStart: 20060101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre – providerCode: PRVAQN databaseName: PubMed Central customDbUrl: eissn: 1932-6203 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0053866 issn: 1932-6203 databaseCode: RPM dateStart: 20060101 isFulltext: true titleUrlDefault: https://www.ncbi.nlm.nih.gov/pmc/ providerName: National Library of Medicine – providerCode: PRVPQU databaseName: Health & Medical Collection customDbUrl: eissn: 1932-6203 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0053866 issn: 1932-6203 databaseCode: 7X7 dateStart: 20061201 isFulltext: true titleUrlDefault: https://search.proquest.com/healthcomplete providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: http://www.proquest.com/pqcentral?accountid=15518 eissn: 1932-6203 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0053866 issn: 1932-6203 databaseCode: BENPR dateStart: 20061201 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Technology Collection customDbUrl: eissn: 1932-6203 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0053866 issn: 1932-6203 databaseCode: 8FG dateStart: 20061201 isFulltext: true titleUrlDefault: https://search.proquest.com/technologycollection1 providerName: ProQuest – providerCode: PRVPQU databaseName: Public Health Database customDbUrl: eissn: 1932-6203 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0053866 issn: 1932-6203 databaseCode: 8C1 dateStart: 20061201 isFulltext: true titleUrlDefault: https://search.proquest.com/publichealth providerName: ProQuest – providerCode: PRVFZP databaseName: Scholars Portal Journals: Open Access customDbUrl: eissn: 1932-6203 dateEnd: 20250930 omitProxy: true ssIdentifier: ssj0053866 issn: 1932-6203 databaseCode: M48 dateStart: 20061201 isFulltext: true titleUrlDefault: http://journals.scholarsportal.info providerName: Scholars Portal |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1bi9QwFD7s5UFfxPW21XWIIKIPHZomTVpQZPYyLsIOi-zA-FSSNtWF2s7OBd1_70kmUxwcLy-BNuklJ-c03-lJvgPw0ogio7pIQgtGQq4kRZszUagKmkmWclNW1lG8GInzMf84SSY7sA60ewHOt7p2Np_UeFb3f9zcvkeDf-eyNki6vqg_bRvTtz5OlEWvpjehTS1lQ7A-z8Yu7OP0ldn8Dhe8CzWgwQvh99T96WYbc5aj9rdUqHU73wZLf19deWfZTNXtd1XXv0xdw_twz2NOMlgpyQHsmOYBHHirnpPXnnr6zUN4OyBuRy764F4lycCTjpNFS06v8SODKJtctd881TVxaw7IKeLiRzAenl2dnIc-v0JYJLFYhJRXGTepMiwzZURNmeFhpcsUUUbMFE9MYZSQRUUlzTQKx-iI6UoaFWkeI7Z5DHsNiukQCMsQ2AmDDp0SvNQixVFOEUsVHPEleowBsLUE88KTj9scGHXuImoSnZCVLHIr99zLPYCwu2q6It_4R_tjOzhdW0ud7U60sy-5t8TcZNRIynXChOEldrrQsqL4ujquYlapAA7t0K4fMM_tXnMmUiHx_kfr4d5e_aKrRiO1kRfVmHbp2lAbwo1YAE9W2tG9pN06HLsauaE3G73YrGmuvzoicOt84wc6gH6nYf8lp6d_78czuIuwkLuVdMkR7C1mS_McoddC92BXTiSW6Qm15fBDD_aPz0aXn3ruZ0bPmRaeG48uB59_AgzXNzM |
| linkProvider | Scholars Portal |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3db9MwED-N8TBeEONrGQOMBBI8pItjx04kECqUqWMfT53Ut2AnzpjUJWVtNe2f4m_k7DphFRPwssfGThqf786_X-y7A3htRJFRXSShBSMhV5KizZkoVAXNJEu5KStLFI-OxfCEfx0n4zX42cbC2GOVrU90jrpsCvuNfNdG_DKRChl9nP4IbdUou7valtBYqsWBubpEyjb7sD_A-X0Tx3tfRp-Hoa8qEBZJLOYh5VXGTaoMy0wZUVNm-LPSZYpra8wUT0xhlJBFRSXNNJPU6IjpShoVaR7jio7PvQN3OcPBof3IcUfw0HcI4cPz8L5drw29aVObnuVekfX815Y_VyXAZlWdNLObEO6fBzU3FvVUXV2qyeTaKrj3AO57-Er6S33bhDVTP4RN7yBm5K3PYv3uEbzvExfci3Teazfp-_zlZN6QwRn6KwTsZNSc-6zZxB1fIAOE2I_h5FaE-gTWaxTTFhCWIUYUBrmhErzUIkWFSRGWFRyhKpLPAFgrwbzwecxtOY1J7jbnJPKZpSxyK_fcyz2AsLtruszj8Y_-n-zkdH1tFm53obk4zb1R5yajRlKuEyYML3HQhZYVxdfVcRWzSgWwZae2_YNZ_luJA9hpp_vm5lddM9q73cRRtWkWrg-1u8ERC-DpUju6l7RRyLFrkSt6szKK1Zb67LvLKW55PPr6AHqdhv2XnLb_Po6XsDEcHR3mh_vHB8_gHqJN7g7oJTuwPr9YmOeI6Ob6hTMjAt9u225_AfL_YMQ |
| linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1bb9MwFD4aQwJeEOO2wAAjgQQPaePYsRMJhAql2hhMPGxS34KdODCpJGVtNe2v8es4dpywigl42WNjJ42Pz-U78bkAPDOiyKguktCCkZArSVHmTBSqgmaSpdyUlXUUPx2I3SP-YZpMN-Bnlwtjwyo7negUddkU9hv50Gb8MpEKGQ0rHxbxeTx5M_8R2g5S9qS1a6fRssi-OTtF923xem-Me_08jifvD9_thr7DQFgksViGlFcZN6kyLDNlRE2Z4c9Klyna2ZgpnpjCKCGLikqaaSap0RHTlTQq0jxG647PvQJXJWOZDSeU097ZQz0ihE_Vw_uGnjMG86Y2A-uHRdYKnDOFrmOArbA6axYXod0_gzavr-q5OjtVs9k5izi5BTc9lCWjlve2YMPUt2HLK4sFeeErWr-8A69GxCX6omvvOZ2MfC1zsmzI-Bh1F4J3cth89xW0iQtlIGOE23fh6FKIeg82ayTTNhCWIV4UBv1EJXipRYrMkyJEKzjCVnREA2AdBfPC1zS3rTVmuTuok-jbtLTILd1zT_cAwv6ueVvT4x_z39rN6efaitzuQnPyNfcCnpuMGkm5TpgwvMRFF1pWFF9Xx1XMKhXAtt3a7g8W-W-GDmCn2-6Lh5_2wyj79kBH1aZZuTnUngxHLID7LXf0L2kzkmM3Itf4Zm0V6yP18TdXX9z69Kj3Axj0HPZfdHrw93U8gWsosfnHvYP9h3ADgSd3sXrJDmwuT1bmEYK7pX7spIjAl8sW219u4mUH |
| linkToUnpaywall | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6V7QEuhfJqoCAjIQSHpHHs2InEZaFUFRIVh65UDiiyHUdULMmqmxWCA7-dseOsWCgCDtx21494xmP7mx3PF4DHVpiSapPHDozEXEmKa86msTK0lKzgtm6co_jmRBzP-Ouz_GwL3o-5MEGD6CPOu6WP5LsPXWsPgiYPHF_RED1NKJN0bJEssFLiPJy0TJ94xiH3z1jvEpCuwLbIEapPYHt28nb6bog0Z7HIUhbS6X7X08Zx5Vn9HQsqDukyRPrrxcqrq3ahvnxW8_kPp9bRdfg2yjtcVvmYrHqdmK8_UUH-N4XcgJ2Ad8l06GUXtmx7E3bDjrIkTwPt9bNb8HxKfDYw-v9hOZBpIDwnfUcOz3GDQ4RPTrtPgWab-PsO5BAx-W2YHb06fXkch3c7xCbPRB9T3pTcFsqy0tYptXWJXxtdF4hwMqZ4bo1VQpqGSlpqFMvqlOlGWpVqniGuugOTFgXcA8JKBJXCojOpBK-1KNDCCsRxhiO2RW81AjZOYWUC8bl7_8a88tE8iQ7QoIvKaawKGosgXrdaDMQff6j_wlnHuq6j7fY_4JRVYaoqW1IrKdc5E5bXKLTRsqE4XJ01GWtUBHtudscHLCuX585EIST2vz_a2-XFj9bFuEG4qI9qbbfydagLH6csgruDea4H6dKWM18iNwx3Q4rNkvb8gychd44_Hg4RJGsT_ys93fvXBvfhGoJU7u_15fsw6S9W9gECwV4_DMv5O8xKYqs |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+Multiresolution+Approach+to+Discrete+Tomography+Using+DART&rft.jtitle=PloS+one&rft.au=Dabravolski%2C+Andrei&rft.au=Batenburg%2C+Kees+Joost&rft.au=Sijbers%2C+Jan&rft.date=2014-09-05&rft.pub=Public+Library+of+Science&rft.eissn=1932-6203&rft.volume=9&rft.issue=9&rft.spage=e106090&rft_id=info:doi/10.1371%2Fjournal.pone.0106090&rft.externalDBID=HAS_PDF_LINK&rft.externalDocID=3424179501 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1932-6203&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1932-6203&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1932-6203&client=summon |