Noise simulation

Please use this identifier to cite or link to this publication:
Several kind of noise can be found in real images, mostly depending on the modality
of acquisition. It is often useful to be able to simulate that noise, for example
to test the behavior of an algorithm in the presence of a known amount of noise.

This contribution provides the filters to generate four kind of noise -- additive
gaussian, shot, speckle and salt and pepper -- as well as a PSNR calculator.
minus Automatic Testing Results by Insight-Journal Dashboard on Fri Mar 19 13:25:30 2010 for revision #1
starstarstarstarstar expertise: 5 sensitivity: 5
yellow This project had trouble building: 6 errors, 1 warnings
Click here for more details.

Go here to access the main testing dashboard.

Add a new review
Quick Comments

Download All
Download Paper , View Paper
Download Source code

Statistics more
Global rating: starstarstarstarstar
Review rating: starstarstarstarstar [review]
Code rating: starstarstarstarstar
Paper Quality: plus minus

Information more
Categories: Filtering, Parallelization, SMP
Keywords: noise, PSNR, additive gaussian noise, shot noise, poisson noise, photon noise, speckle noise, multiplicative noise, impulse noise, salt and pepper noise
Toolkits: ITK, CMake
Export citation:


Linked Publications more
Reader/Writer for Analyze Object Maps for ITK Reader/Writer for Analyze Object Maps for ITK
by Hawley J., Johnson H.
Diffeomorphic Demons Using ITK's Finite Difference Solver Hierarchy Diffeomorphic Demons Using ITK's Finite Difference Solver Hierarchy
by Vercauteren T., Pennec X., Perchant A., Ayache N.

View license
Loading license...

Send a message to the author
Powered by Midas