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SubpixelRegistration

Subpixel alignment of arrays.

Readme

SubpixelRegistration

SubpixelRegistration SubpixelRegistration Build Status

Algorithm modified from the Matlab code accompanying Manuel Guizar-Sicairos, Samuel T. Thurman, and James R. Fienup, "Efficient subpixel image registration algorithms," Opt. Lett. 33, 156-158 (2008) . This implementation allows to register arrays of arbitrary dimensions (not just 2d). Functions are written for AbstractArrays and should work for Images.

Example

julia> using SubpixelRegistration

## Building a simple 4d array
julia> test4d = zeros(40,40,20,2)

julia> test4d[10:20,10:20,2:10,1] = 1
julia> test4d[5:15,15:25,5:13,2] = 1

## By using larger ufac one gets to higher subpixel resolution
julia> dftResults = stackDftReg(test4d,ufac=1)
2-element Array{Any,1}:
 Dict{ASCIIString,Any}("error"=>4.440892098500626e-16,"shift"=>[0.0,0.0,0.0])
 Dict{ASCIIString,Any}("error"=>0.0,"shift"=>[5.0,-5.0,-3.0])

## The array can theb be realigned from this dictionary
julia> back4d = alignFromDict(test4d,dftResults)

First Commit

07/08/2016

Last Touched

6 months ago

Commits

24 commits

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