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Directional time-frequency analysis ...
~
Sansing, Christopher.
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Directional time-frequency analysis with applications.
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Directional time-frequency analysis with applications./
Author:
Sansing, Christopher.
Description:
156 p.
Notes:
Adviser: Loukas Grafakos.
Contained By:
Dissertation Abstracts International67-11B.
Subject:
Engineering, Biomedical. -
Online resource:
http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3242761
ISBN:
9780542981814
Directional time-frequency analysis with applications.
Sansing, Christopher.
Directional time-frequency analysis with applications.
- 156 p.
Adviser: Loukas Grafakos.
Thesis (Ph.D.)--University of Missouri - Columbia, 2006.
The purpose of this dissertation is to introduce a new directionally-sensitive time-frequency representation of a function. It is shown that we may break up a function (or signal) into individual time-frequency-direction pieces. A certain coefficient (⟨ƒ,Gm,t,u⟩) will allow one to see "how much" frequency is in the function (i.e. signal, image, etc.) in a certain time interval, and also in a certain direction. This has been done using wavelets (ridgelets) and this dissertation introduces a similar concept using time-frequency (Gabor) elements. For such elements, a Parseval formula and a continous frame-type representation together with boundedness properties of a semi-discrete frame operator are obtained. New spaces of functions are also presented which are tailored to fit our time-frequency-direction analysis. Applications relating to image processing and medical imaging are also presented along with development of some algorithms.
ISBN: 9780542981814Subjects--Topical Terms:
1017684
Engineering, Biomedical.
Directional time-frequency analysis with applications.
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Adviser: Loukas Grafakos.
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Source: Dissertation Abstracts International, Volume: 67-11, Section: B, page: 6442.
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Thesis (Ph.D.)--University of Missouri - Columbia, 2006.
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The purpose of this dissertation is to introduce a new directionally-sensitive time-frequency representation of a function. It is shown that we may break up a function (or signal) into individual time-frequency-direction pieces. A certain coefficient (⟨ƒ,Gm,t,u⟩) will allow one to see "how much" frequency is in the function (i.e. signal, image, etc.) in a certain time interval, and also in a certain direction. This has been done using wavelets (ridgelets) and this dissertation introduces a similar concept using time-frequency (Gabor) elements. For such elements, a Parseval formula and a continous frame-type representation together with boundedness properties of a semi-discrete frame operator are obtained. New spaces of functions are also presented which are tailored to fit our time-frequency-direction analysis. Applications relating to image processing and medical imaging are also presented along with development of some algorithms.
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http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3242761
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