Segmentation Using Hybrid Clustering Algorithms

Lingua: inglese

Editore: LAP LAMBERT Academic Publishing Dez 2019, 2019

6200479879 / 9786200479877

Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermaniaBuchWeltWeit Ludwig Meier e.K.

Venditore con 5 stelle

Venditore AbeBooks dal 11 gennaio 2012

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This item is printed on demand - it takes 3-4 days longer - Neuware -The well being of any country or society depends upon the healthy state of its population. One typical health issue faced by the developed, developing and underdeveloped societies is malignancy. The important challenge in image processing is the presence of noise during the image capture process which may result either under segmentation or over segmentation .Image segmentation is considered as the most vital and preliminary process in image analysis for Computer Aided Diagnosis. Segmentation of an image is the separation or division of the image in to different regions of similar feature. In brain MRI analysis, image segmentation is used for segmenting the brain tumor for the measurement of tumor area and for surgical planning. In medical image segmentation if any segmentation fails to detect the Region of Interest precisely, it leads to misclassification which will have serious affect on human beings. The work focuses on these challenges and has implemented effective methods for pre-processing and segmentation for processing MRI images. The exploratory results illuminate the effectiveness in dealing with higher number of segmentation issues by means of enhancing the segmentation quality and precision. The performance measures probability random index (PRI), global consistency error (GCE), structural similarity (SSIM), variation of information (VOI), Peak signal to noise ratio(PSNR) integrated in GUI-CAD is explained. 204 pp. Englisch.…

Codice articolo 9786200479877

Titolo
Segmentation Using Hybrid Clustering Algorithms
Autore
Karnam Gopi
Editore
LAP LAMBERT Academic Publishing Dez 2019
Anno di pubblicazione
2019
Condizione
Neu
Rilegatura
Taschenbuch
Lingua
inglese
ISBN 10
6200479879
ISBN 13
9786200479877
Peso dell'articolo
322 grammi
Dimensioni
220x150x13 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germania

Venditore con 5 stelle

Venditore AbeBooks dal 11 gennaio 2012

Tariffe di spedizione da Germania a U.S.A.

ArticoloDa 5 a 15 giorni lavorativiDa 5 a 15 giorni lavorativi
Primo articoloEUR 23,00EUR 23,00
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BuchWeltWeit Ludwig Meier e.K.

Germania