Digital Image Processing and Medical Image Processing present an exciting and dynamic part of cognitive and pattern recognition techniques. Diagnostic applications of medical images are very exciting and they throw more insight about segmentation algorithms. This monograph reflects an introductory methodology for medical image segmentation using k-means clustering and subsequent optimization of clusters by means of EM and SVD. Chapter 1 introduces the need for segmentation of medical images and focus of the research. ...
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Digital Image Processing and Medical Image Processing present an exciting and dynamic part of cognitive and pattern recognition techniques. Diagnostic applications of medical images are very exciting and they throw more insight about segmentation algorithms. This monograph reflects an introductory methodology for medical image segmentation using k-means clustering and subsequent optimization of clusters by means of EM and SVD. Chapter 1 introduces the need for segmentation of medical images and focus of the research. Chapter 2 discusses the general clustering algorithm and chapter 3 discusses the review of K-means clustering algorithm, EM models for optimization of clusters are analyzed in chapter 4. SVD optimization techniques are elucidated in the chapter 5. chapter 6 shows the overall results and discussion of this work. This monograph is concluded in chapter 7.To achieve a complete segmentation, cooperation with higher processing levels which use specific knowledge of the problem domain is necessary. This monograph is useful for all Engineering undergraduate and graduates students specializing in ECE, EEE, and computer science. This monograph will be useful reference.
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Add this copy of Analysis of Quality Measures for Medical Image to cart. $45.46, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2012 by LAP Lambert Academic Publishing.
Add this copy of Analysis of Quality Measures for Medical Image to cart. $56.42, new condition, Sold by BargainBookStores rated 3.0 out of 5 stars, ships from Grand Rapids, MI, UNITED STATES, published 2012 by LAP Lambert Academic Publishing.
Add this copy of Analysis of Quality Measures for Medical Image to cart. $91.90, good condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Newport Coast, CA, UNITED STATES, published 2012 by LAP LAMBERT Academic Publishin.
