DocumentCode
3001373
Title
Study of medical image segmentation algorithm based multi-wavelet analysis
Author
Wencang, Zhao ; Hongli, Wei
Author_Institution
Autom. & Electron. Eng. Coll., Qingdao Univ. of Sci. & Technol., Qingdao
fYear
2008
fDate
1-3 Sept. 2008
Firstpage
2325
Lastpage
2328
Abstract
Recently, with the rapid development of biomedical imaging technology, image segmentation technology has become the key technology of the medical image processing and analysis in order to extract the information from the medical images and to do the various following processing accurately. In this paper, considering the margin and the region of the object synthetically, we use the multi-resolution analysis theory and the method of minimizing regional uniformity to get the optimal threshold value to do the medical image segmentation. Through image segmentation processing and comparative experiments of the computer tomography medical images, we prove that this method can get comparatively clearer interested areas, and relatively legibled edge features, and the definition of the image also has been improved obviously.
Keywords
edge detection; feature extraction; image resolution; image segmentation; medical image processing; wavelet transforms; biomedical imaging processing; edge feature extraction; medical image segmentation algorithm; multi resolution analysis theory; multi wavelet analysis; optimal image threshold value; regional uniformity minimization; Algorithm design and analysis; Automation; Biomedical engineering; Biomedical imaging; Data mining; Educational institutions; Image analysis; Image segmentation; Industrial electronics; Information analysis; Image segmentation; Medical image; Multi-resolution analysis; Multiwavelet transform;
fLanguage
English
Publisher
ieee
Conference_Titel
Automation and Logistics, 2008. ICAL 2008. IEEE International Conference on
Conference_Location
Qingdao
Print_ISBN
978-1-4244-2502-0
Electronic_ISBN
978-1-4244-2503-7
Type
conf
DOI
10.1109/ICAL.2008.4636555
Filename
4636555
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