dc.contributor.author |
Moussaoui, A. |
|
dc.contributor.author |
Chen, V. |
|
dc.date.accessioned |
2021-09-14T08:21:29Z |
|
dc.date.available |
2021-09-14T08:21:29Z |
|
dc.date.issued |
2004 |
|
dc.identifier.citation |
Moussaoui, A.. Fuzzy automatic classification and without a prior knowledge - mean shift application to MRI brain images segmentation. Timişoara: Editura Politehnica, 2004 |
en_US |
dc.identifier.uri |
http://primo.upt.ro:1701/primo-explore/search?query=any,contains,Fuzzy%20automatic%20classification%20and%20without%20a%20prior%20knowledge%20-%20mean%20shift%20application%20to%20MRI%20brain%20images%20segmentation&tab=default_tab&search_scope=40TUT&vid=40TUT_V1&lang=ro_RO&offset=0 Link Primo |
|
dc.description.abstract |
The objective of this paper is to propose a blind segmentation method able to localize all relevant objects in medical images by using a fuzzy classification based mean shift algorithm. To achieve this, we have to build a cartography of attributes consequent upon images characterization. The objects localization is realized by searching modes from a point sample distribution through mean shift procedure. In order to obtain an image automatic segmentation, the approach is joined at a fuzzy classification based fuzzy c-means (FCM) approach. The fuzzy insertion here allows to take into account imprecision related to information extraction which is necessary for a region classification. Actually, the obtained results by our approach are very encouraging and show an accurate segmentation compared to others supervised techniques. |
en_US |
dc.language.iso |
en |
en_US |
dc.publisher |
Timişoara : Editura Politehnica |
en_US |
dc.relation.ispartofseries |
Buletinul ştiinţific al Universităţii „Politehnica” din Timişoara, România. Seria electronică şi telecomunicaţii, Tom 49(63), fasc. 1 (2004), p. 199-204 |
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dc.subject |
Fuzzy c-means |
en_US |
dc.subject |
Mean shift |
en_US |
dc.subject |
Image segmentation |
en_US |
dc.title |
Fuzzy automatic classification and without a prior knowledge - mean shift application to MRI brain images segmentation [articol] |
en_US |
dc.type |
Article |
en_US |