Segmentation Using Hybrid Clustering Algorithms
Language: English
Published by LAP LAMBERT Academic Publishing Dez 2019, 2019
- Softcover
- New
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.
AbeBooks seller since January 11, 2012
Condition: New
£ 61.78
Quantity: 2 available
Add to basketItem description from seller
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.…
Seller Inventory # 9786200479877
- Title
- Segmentation Using Hybrid Clustering Algorithms
- Author
- Karnam Gopi
- Publisher
- LAP LAMBERT Academic Publishing Dez 2019
- Publication year
- 2019
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 6200479879
- ISBN 13
- 9786200479877
- Item weight
- 322 grams
- Dimensions
- 220x150x13 mm
"Synopsis" may belong to another edition of this title.
BuchWeltWeit Ludwig Meier e.K.
Bergisch Gladbach, Germany
AbeBooks seller since January 11, 2012
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BuchWeltWeit Ludwig Meier e.K.
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