Matches in SemOpenAlex for { <https://semopenalex.org/work/W2063451655> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W2063451655 endingPage "1310" @default.
- W2063451655 startingPage "1306" @default.
- W2063451655 abstract "Lung CT images tumor automatic recognition method combined parameter optimization of regional growth with matMCSVMs (Matrix-mode within-class scatter support vector machine) was proposed to reduce the influence of lung CT image segmentation and support vector (SVM) identification in computer aided the tumor detection. Firstly, in view of the main problems existing in the traditional region growing, such that the initial seed point was too sensitive to select and the growth constraint criterion was difficult to determine, 2D PCA (2D principal component analysis) method was put forward. Secondly, a new growth criteria based on watershed range diagram was also designed for image segmentation. And then, aiming at the current problem that it was hard to compute the decision vector iterative operation in the matMCSVMs, a new method with a preprocessing conjugate gradient descent was used to optimize solution process and improve the classifier identification accuracy. The experimental results show that the methods are effective." @default.
- W2063451655 created "2016-06-24" @default.
- W2063451655 creator A5008690526 @default.
- W2063451655 creator A5014919113 @default.
- W2063451655 creator A5075094151 @default.
- W2063451655 creator A5087965856 @default.
- W2063451655 date "2012-06-01" @default.
- W2063451655 modified "2023-09-27" @default.
- W2063451655 title "Pulmonary Nodules Detection in CT Scanned Images Based on Optimization Region Growing and MCSVMs" @default.
- W2063451655 cites W1970089523 @default.
- W2063451655 cites W1971076990 @default.
- W2063451655 cites W1974144579 @default.
- W2063451655 cites W2000709479 @default.
- W2063451655 cites W2102544846 @default.
- W2063451655 cites W2108089576 @default.
- W2063451655 cites W2114252863 @default.
- W2063451655 cites W2140775860 @default.
- W2063451655 doi "https://doi.org/10.4028/www.scientific.net/amr.542-543.1306" @default.
- W2063451655 hasPublicationYear "2012" @default.
- W2063451655 type Work @default.
- W2063451655 sameAs 2063451655 @default.
- W2063451655 citedByCount "0" @default.
- W2063451655 crossrefType "journal-article" @default.
- W2063451655 hasAuthorship W2063451655A5008690526 @default.
- W2063451655 hasAuthorship W2063451655A5014919113 @default.
- W2063451655 hasAuthorship W2063451655A5075094151 @default.
- W2063451655 hasAuthorship W2063451655A5087965856 @default.
- W2063451655 hasConcept C11413529 @default.
- W2063451655 hasConcept C12267149 @default.
- W2063451655 hasConcept C124504099 @default.
- W2063451655 hasConcept C153180895 @default.
- W2063451655 hasConcept C153258448 @default.
- W2063451655 hasConcept C154945302 @default.
- W2063451655 hasConcept C27438332 @default.
- W2063451655 hasConcept C31972630 @default.
- W2063451655 hasConcept C34736171 @default.
- W2063451655 hasConcept C41008148 @default.
- W2063451655 hasConcept C50644808 @default.
- W2063451655 hasConcept C81184566 @default.
- W2063451655 hasConcept C89600930 @default.
- W2063451655 hasConceptScore W2063451655C11413529 @default.
- W2063451655 hasConceptScore W2063451655C12267149 @default.
- W2063451655 hasConceptScore W2063451655C124504099 @default.
- W2063451655 hasConceptScore W2063451655C153180895 @default.
- W2063451655 hasConceptScore W2063451655C153258448 @default.
- W2063451655 hasConceptScore W2063451655C154945302 @default.
- W2063451655 hasConceptScore W2063451655C27438332 @default.
- W2063451655 hasConceptScore W2063451655C31972630 @default.
- W2063451655 hasConceptScore W2063451655C34736171 @default.
- W2063451655 hasConceptScore W2063451655C41008148 @default.
- W2063451655 hasConceptScore W2063451655C50644808 @default.
- W2063451655 hasConceptScore W2063451655C81184566 @default.
- W2063451655 hasConceptScore W2063451655C89600930 @default.
- W2063451655 hasLocation W20634516551 @default.
- W2063451655 hasOpenAccess W2063451655 @default.
- W2063451655 hasPrimaryLocation W20634516551 @default.
- W2063451655 hasRelatedWork W1669643531 @default.
- W2063451655 hasRelatedWork W1825899533 @default.
- W2063451655 hasRelatedWork W1982771086 @default.
- W2063451655 hasRelatedWork W2380927352 @default.
- W2063451655 hasRelatedWork W2754350655 @default.
- W2063451655 hasRelatedWork W3004377704 @default.
- W2063451655 hasRelatedWork W4211209597 @default.
- W2063451655 hasRelatedWork W4225691219 @default.
- W2063451655 hasRelatedWork W4296705188 @default.
- W2063451655 hasRelatedWork W2788651595 @default.
- W2063451655 hasVolume "542-543" @default.
- W2063451655 isParatext "false" @default.
- W2063451655 isRetracted "false" @default.
- W2063451655 magId "2063451655" @default.
- W2063451655 workType "article" @default.