Please use this identifier to cite or link to this item:
http://hdl.handle.net/10603/277913
Title: | Investigation of content based information retrieval Algorithms for medical images and applications using Multidimensional features |
Researcher: | Nirmala S Guptha |
Guide(s): | Kiran Kumari Patil |
Keywords: | Engineering and Technology,Computer Science, Algorithms, Multidimensional |
University: | Reva University |
Completed Date: | 2019 |
Abstract: | The research of the thesis is concluded that an efficient two methods are applied in CBIR technique to the problem of cirrhosis diagnosis in general have achieved successful detection of newlineaffected disease part using the EMD method of distance measure between the nuclei and the classification of cells using the ARKFCM method. An OR-ACM approach is used for segmenting the nuclei and non-nuclei cells from the liver histopathology image. After segmenting, the nuclei cells are characterized into two levels such as macro nuclei and micro nuclei cells, which are evaluated based on semantic feature extraction (combination of both low and high level features) and classified by applying multi-class SVM classifier. The GLCM with haralick features are extract the features from input image. After that using SVM classifier classify the image as benign, malignant and noncancerous. newline |
Pagination: | 166 |
URI: | http://hdl.handle.net/10603/277913 |
Appears in Departments: | School of Computing and Information Technology |
Files in This Item:
File | Description | Size | Format | |
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01_title.pdf | Attached File | 190.72 kB | Adobe PDF | View/Open |
02_declaration.pdf | 190.53 kB | Adobe PDF | View/Open | |
03_acknoweledgements.pdf | 353.15 kB | Adobe PDF | View/Open | |
04_table of contents.pdf | 373.07 kB | Adobe PDF | View/Open | |
05_list of tables figures abbreviations.pdf | 269.51 kB | Adobe PDF | View/Open | |
06_abstarct.pdf | 258.37 kB | Adobe PDF | View/Open | |
07_chapter.1.pdf | 550.87 kB | Adobe PDF | View/Open | |
08_chapter.2.pdf | 687.08 kB | Adobe PDF | View/Open | |
09_chapter.3.pdf | 568.09 kB | Adobe PDF | View/Open | |
10_chapter.4.pdf | 388.89 kB | Adobe PDF | View/Open | |
11_chapter.5.pdf | 534.41 kB | Adobe PDF | View/Open | |
12_chapter.6.pdf | 328.17 kB | Adobe PDF | View/Open | |
13_chapter.7.pdf | 1.03 MB | Adobe PDF | View/Open | |
14_chapter.8.pdf | 65.12 kB | Adobe PDF | View/Open | |
15_reference.pdf | 136.49 kB | Adobe PDF | View/Open | |
16_publications.pdf | 5.91 MB | Adobe PDF | View/Open |
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