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Optimal wavelet basis for wavelet packets based meningioma subtype classification
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Qureshi, Hammad A., Wilson, Roland and Rajpoot, Nasir M. (2008) Optimal wavelet basis for wavelet packets based meningioma subtype classification. In: 12th Medical Image Understanding and Analysis (MIUA 2008), Dundee, Scotland, 2-3 Jul 2008 (Unpublished)
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Abstract
Wavelets based analysis has been used frequently in literature for texture analysis and features extraction. Due to the availability of many wavelet filters, the issue of the selection of the optimal filter for a certain problem has always been an interesting research problem. In this paper, we present a study and comparative analysis of various wavelet filters for the problem of texture classification. The results are quite interesting as they identify wavelet properties that are desirable for wavelet based textural analysis and classification of meningioma subtypes.
Item Type: | Conference Item (Paper) | ||||
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Subjects: | Q Science > QA Mathematics R Medicine > RC Internal medicine > RC0254 Neoplasms. Tumors. Oncology (including Cancer) |
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Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||
Library of Congress Subject Headings (LCSH): | Wavelets (Mathematics), Visual texture recognition, Meningioma -- Classification | ||||
Official Date: | July 2008 | ||||
Dates: |
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Status: | Peer Reviewed | ||||
Publication Status: | Unpublished | ||||
Access rights to Published version: | Open Access (Creative Commons) | ||||
Date of first compliant deposit: | 28 July 2016 | ||||
Date of first compliant Open Access: | 28 July 2016 | ||||
Conference Paper Type: | Paper | ||||
Title of Event: | 12th Medical Image Understanding and Analysis (MIUA 2008) | ||||
Type of Event: | Conference | ||||
Location of Event: | Dundee, Scotland | ||||
Date(s) of Event: | 2-3 Jul 2008 | ||||
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