Matches in SemOpenAlex for { <https://semopenalex.org/work/W2612939274> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W2612939274 abstract "Image processing is a technique necessary for modifying an image. The important part of image processing is Image segmentation. The identical medical images can be segmented manually. However the accurateness of image segmentation using the segmentation algorithms is more when compared with the manual segmentation. Medical image segmentation is an indispensable pace for the majority of subsequent image analysis tasks. In this paper, FCM and different extension of FCM Algorithm is discussed. The unique FCM algorithm yields better results for segmenting noise free images, but it fails to segment images degraded by noise, outliers and other imaging artifact. This paper presents an image segmentation approach using Modified Fuzzy Possibilistic C-Means algorithm (MFPCM). This approach is a generalized adaptation of standard Fuzzy C-Means Clustering (FCM) algorithm and Fuzzy Possibilistic C-Means algorithm. The drawback of the conventional FCM technique is eliminated in modifying the standard technique. The Modified FCM algorithm is formulated by modifying the distance measurement of the standard FCM algorithm to permit the labeling of a pixel to be influenced by other pixels and to restrain the noise effect during segmentation. Instead of having one term in the objective function, a second term is included, forcing the membership to be as high as possible without a maximum frontier restraint of one. Experiments are carried out on real images to examine the performance of the proposed modified Fuzzy Possibilistic FCM technique in segmenting the medical images. Standard FCM, Modified FCM, Possibilistic C-Means algorithm (PCM), Fuzzy Possibilistic C-Means algorithm (FPCM) and Modified FPCM are compared to explore the accuracy of our proposed approach." @default.
- W2612939274 created "2017-05-19" @default.
- W2612939274 creator A5041037304 @default.
- W2612939274 creator A5069607531 @default.
- W2612939274 date "2010-06-08" @default.
- W2612939274 modified "2023-09-22" @default.
- W2612939274 title "A Parameter Based Modified Fuzzy Possibilistic C-Means Clustering Algorithm for Lung Image Segmentation" @default.
- W2612939274 cites W1673090216 @default.
- W2612939274 cites W1793466594 @default.
- W2612939274 cites W1997170591 @default.
- W2612939274 cites W2004349848 @default.
- W2612939274 cites W2038168245 @default.
- W2612939274 cites W2108859253 @default.
- W2612939274 cites W2111209861 @default.
- W2612939274 cites W2113076747 @default.
- W2612939274 cites W2129872026 @default.
- W2612939274 cites W2167803594 @default.
- W2612939274 cites W1539360628 @default.
- W2612939274 hasPublicationYear "2010" @default.
- W2612939274 type Work @default.
- W2612939274 sameAs 2612939274 @default.
- W2612939274 citedByCount "1" @default.
- W2612939274 countsByYear W26129392742012 @default.
- W2612939274 crossrefType "journal-article" @default.
- W2612939274 hasAuthorship W2612939274A5041037304 @default.
- W2612939274 hasAuthorship W2612939274A5069607531 @default.
- W2612939274 hasConcept C11413529 @default.
- W2612939274 hasConcept C115961682 @default.
- W2612939274 hasConcept C124504099 @default.
- W2612939274 hasConcept C153180895 @default.
- W2612939274 hasConcept C154945302 @default.
- W2612939274 hasConcept C160633673 @default.
- W2612939274 hasConcept C25694479 @default.
- W2612939274 hasConcept C31972630 @default.
- W2612939274 hasConcept C41008148 @default.
- W2612939274 hasConcept C58166 @default.
- W2612939274 hasConcept C65885262 @default.
- W2612939274 hasConcept C73555534 @default.
- W2612939274 hasConcept C79337645 @default.
- W2612939274 hasConcept C89600930 @default.
- W2612939274 hasConcept C99498987 @default.
- W2612939274 hasConceptScore W2612939274C11413529 @default.
- W2612939274 hasConceptScore W2612939274C115961682 @default.
- W2612939274 hasConceptScore W2612939274C124504099 @default.
- W2612939274 hasConceptScore W2612939274C153180895 @default.
- W2612939274 hasConceptScore W2612939274C154945302 @default.
- W2612939274 hasConceptScore W2612939274C160633673 @default.
- W2612939274 hasConceptScore W2612939274C25694479 @default.
- W2612939274 hasConceptScore W2612939274C31972630 @default.
- W2612939274 hasConceptScore W2612939274C41008148 @default.
- W2612939274 hasConceptScore W2612939274C58166 @default.
- W2612939274 hasConceptScore W2612939274C65885262 @default.
- W2612939274 hasConceptScore W2612939274C73555534 @default.
- W2612939274 hasConceptScore W2612939274C79337645 @default.
- W2612939274 hasConceptScore W2612939274C89600930 @default.
- W2612939274 hasConceptScore W2612939274C99498987 @default.
- W2612939274 hasIssue "4" @default.
- W2612939274 hasLocation W26129392741 @default.
- W2612939274 hasOpenAccess W2612939274 @default.
- W2612939274 hasPrimaryLocation W26129392741 @default.
- W2612939274 hasRelatedWork W1774142413 @default.
- W2612939274 hasRelatedWork W1978459110 @default.
- W2612939274 hasRelatedWork W2040022627 @default.
- W2612939274 hasRelatedWork W2122026067 @default.
- W2612939274 hasRelatedWork W2124283018 @default.
- W2612939274 hasRelatedWork W2314480712 @default.
- W2612939274 hasRelatedWork W2352797537 @default.
- W2612939274 hasRelatedWork W2372423217 @default.
- W2612939274 hasRelatedWork W2372540311 @default.
- W2612939274 hasRelatedWork W2376444810 @default.
- W2612939274 hasRelatedWork W2381780675 @default.
- W2612939274 hasRelatedWork W2384162957 @default.
- W2612939274 hasRelatedWork W2385421798 @default.
- W2612939274 hasRelatedWork W2385521892 @default.
- W2612939274 hasRelatedWork W2599299386 @default.
- W2612939274 hasRelatedWork W2801155255 @default.
- W2612939274 hasRelatedWork W2903992895 @default.
- W2612939274 hasRelatedWork W2994388959 @default.
- W2612939274 hasRelatedWork W3156708037 @default.
- W2612939274 hasRelatedWork W2187452955 @default.
- W2612939274 hasVolume "10" @default.
- W2612939274 isParatext "false" @default.
- W2612939274 isRetracted "false" @default.
- W2612939274 magId "2612939274" @default.
- W2612939274 workType "article" @default.