Open main menu
Home
Random
Recent changes
Special pages
Community portal
Preferences
About Wikipedia
Disclaimers
Incubator escapee wiki
Search
User menu
Talk
Dark mode
Contributions
Create account
Log in
Editing
Radon transform
(section)
Warning:
You are not logged in. Your IP address will be publicly visible if you make any edits. If you
log in
or
create an account
, your edits will be attributed to your username, along with other benefits.
Anti-spam check. Do
not
fill this in!
===Ill-posedness=== Intuitively, in the ''filtered back-projection'' formula, by analogy with differentiation, for which <math display="inline">\left(\widehat{\frac{d}{dx}f}\right)\!(k)=ik\widehat{f}(k)</math>, we see that the filter performs an operation similar to a derivative. Roughly speaking, then, the filter makes objects ''more'' singular. A quantitive statement of the ill-posedness of Radon inversion goes as follows:<math display="block">\widehat{\mathcal{R}^*\mathcal{R} [g]}(\mathbf{k}) = \frac{1}{\|\mathbf{k}\|} \hat{g}(\mathbf{k})</math> where <math>\mathcal{R}^*</math> is the previously defined adjoint to the Radon transform. Thus for <math>g(\mathbf{x}) = e^{i \left\langle\mathbf{k}_0,\mathbf{x}\right\rangle}</math>, we have: <math display="block"> \mathcal{R}^*\mathcal{R}[g](\mathbf{x}) = \frac{1}{\|\mathbf{k_0}\|} e^{i \left\langle\mathbf{k}_0,\mathbf{x}\right\rangle}</math> The complex exponential <math>e^{i \left\langle\mathbf{k}_0,\mathbf{x}\right\rangle}</math> is thus an eigenfunction of <math>\mathcal{R}^*\mathcal{R}</math> with eigenvalue <math display="inline">\frac{1}{\|\mathbf{k}_0\|}</math>. Thus the singular values of <math>\mathcal{R}</math> are <math display="inline">\frac{1}\sqrt{\|\mathbf{k}\|}</math>. Since these singular values tend to <math>0</math>, <math>\mathcal{R}^{-1}</math> is unbounded.{{sfn|Candès|2016b}}
Edit summary
(Briefly describe your changes)
By publishing changes, you agree to the
Terms of Use
, and you irrevocably agree to release your contribution under the
CC BY-SA 4.0 License
and the
GFDL
. You agree that a hyperlink or URL is sufficient attribution under the Creative Commons license.
Cancel
Editing help
(opens in new window)