https://m2.mtmt.hu/ hun 2026-08-26 09:47 BookChapter 31529062 APPROVED true 0 false 2024-06-05T15:18:53.101+0000 2023-01-17T14:54:58.107+0000 2020-09-01T09:02:49.280+0000 true 565 WoS import /api/admin/565 Admin true 2020-09-01T09:02:49.180+0000 2020-09-01T09:02:49.180+0000 false false true 25 25 /api/publicationtype/25 PublicationType 2 true 25 BookChapter true 10000312 Conference paper true 25 25 /api/publicationtype/25 PublicationType 2 true 25 BookChapter /api/subtype/10000312 Konferenciaközlemény SubType 228 true 10000312 true 1 /api/category/1 Category true 1 Shen, S Fuzzy clustering based applications to medical image segmentation 747 750 747 4 2003 Medical image segmentation is an indispensable process in the visualization of human tissues. However, medical images always contain a large amount of noise caused by operator performance, equipment and environment. This leads to inaccuracy with segmentation. A robust segmentation technique is required. In this paper, based on the traditional fuzzy c-means (FCM) clustering algorithm, the neighborhood attraction is shown to improve the segmentation performance. Two factors of the neighborhood attraction depend on relative location and features of neighboring pixels in the image. Simulated and real brain magnetic resonance (MR) images are segmented to demonstrate the superiority of the proposed method compared to the conventional FCM method. 2020 true true true true false NONE 2024-06-05 false 0 0 0 0 0 0 0 0 0 0 0 0 1 1 false false false false 2023-04-17T13:54:58.041+0000 1 7 0 5 0 true true 10002 English /api/language/10002 Angol Language true 2 false true 10939 true 10017 /api/country/10017 Country true 13 /api/city/10939 City true 2054246 true 651479 /api/publicationidentifier/651479 https://www.worldcat.org/search?q=isbn%3A0780377893 0780377893 PublicationIdentifier true 122 ISBN https://www.worldcat.org/search?q=isbn%3A@@@ /api/publicationsource/122 ISBN PlainSource true true 10002 /api/publicationsourcetype/10002 PublicationSourceType true false 122 true false true 16544423 /api/publicationidentifier/16544423 https://www.worldcat.org/search?q=isbn%3A9780780377899 9780780377899 PublicationIdentifier true 122 ISBN https://www.worldcat.org/search?q=isbn%3A@@@ /api/publicationsource/122 ISBN PlainSource true true 10002 /api/publicationsourcetype/10002 PublicationSourceType true false 122 true true /api/publication/2248899 true true 23 23 /api/publicationtype/23 PublicationType 3 true 23 Book PROCEEDINGS OF THE 25TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4 2248899 false 2248899 true true true true true 10000144 Conference proceedings true 23 23 /api/publicationtype/23 PublicationType 3 true 23 Book /api/subtype/10000144 Konferenciakötet SubType 345 true 10000144 false Book 2003 true 1 /api/category/1 Category true 1 false Language 10002 /api/language/10002 Angol English true 2 true PersonAuthorship 93143061 /api/authorship/93143061 1 0.0 true false true Shen S true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 93143062 /api/authorship/93143062 2 0.0 false false false Sandham WA true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 93143063 /api/authorship/93143063 3 0.0 false false false Granat MH true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 93143064 /api/authorship/93143064 4 0.0 false false false Dempsey MF true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 93143065 /api/authorship/93143065 5 0.0 false true false Patterson J true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PublicationIdentifier 17531945 /api/publicationidentifier/17531945 PlainSource 6 /api/publicationsource/6 PublicationSourceType 10001 /api/publicationsourcetype/10001 true true true DOI DOI https://doi.org/@@@ true true 6 true 10.1109/IEMBS.2003.1279872 https://doi.org/10.1109/IEMBS.2003.1279872 false true PublicationIdentifier 17531944 /api/publicationidentifier/17531944 PlainSource 1 /api/publicationsource/1 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true WoS WoS https://www.webofscience.com/wos/woscc/full-record/@@@ true true 1 true 000189395300198 https://www.webofscience.com/wos/woscc/full-record/000189395300198 false true Keyword 8231 /api/keyword/8231 true 8231 true Keyword 19276 /api/keyword/19276 true 19276 true Keyword 1001043 /api/keyword/1001043 true 1001043 true Keyword 1011157 /api/keyword/1011157 true 1011157 true /api/publication/31529062 <div class="BookChapter Publication long-list"> <div class="authors"> <img title="Idézőközlemény" style="float: left" src="/frontend/resources/grid/publication-citation-icon.png"> <div class="autype autype0"> <span class="author-name" >Shen S ✉ </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Sandham WA </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Granat MH </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Dempsey MF </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Patterson J </span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;31529062" target="_blank">Fuzzy clustering based applications to medical image segmentation</a></div> <div class="InBook"><div class="chapter-in">In:</div> <div class="authors"> <div class="autype autype-1"> <span class="author-name" >Leder RS </span> (szerk.) </div> </div> <div class="booktitle"><a href="/gui2/?mode=browse&params=publication;2248899" target="_blank">PROCEEDINGS OF THE 25TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4 </a></div> <div class="conference"> Konferencia helye, ideje: <span class="location">Cancun, Mexikó <span class="conference-date">2003.09.17. - 2003.09.21.</span> (<span class="conference-organizer">IEEE) </div> <span class="publishedAt">Piscataway (NJ): <span class="publishers">IEEE</span>, <span class="page"> pp 747-750 </span> <span class="year">(2003)</span> ( <span class="seriesTitle">PROCEEDINGS OF ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING</span> <span class="issn">1094-687X</span> ) </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Nyelv: Angol | </span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:black" title="10.1109/IEMBS.2003.1279872" target="_blank" href="https://doi.org/10.1109/IEMBS.2003.1279872"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:black" title="000189395300198" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/000189395300198"> WoS </a> </span> </span> <span class="bookchapter-ids">Befoglaló link(ek):</span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="0780377893" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A0780377893"> 0780377893 </a> </span> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="9780780377899" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9780780377899"> 9780780377899 </a> </span> </span> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;31529062&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 1 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 31529062</span> | <span class="status-data status-APPROVED"> Nyilvános </span> <span class="long-book-mtid">Befoglaló: 2248899</span> <span class="oldId">Befoglaló: 2248899</span> Idéző | <span class="type-subtype">Könyvrészlet ( Konferenciaközlemény ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">WoS-XML</span> </div> <div class="lastModified">Utolsó módosítás: 2023.01.17. 15:54 Pécsi Éva (MTMT Közp 3, admin) </div> </div> </div>