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Simple alignment based iterative subtomogram averaging #4

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xulabs opened this issue Jul 9, 2019 · 3 comments
Open

Simple alignment based iterative subtomogram averaging #4

xulabs opened this issue Jul 9, 2019 · 3 comments
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@xulabs
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xulabs commented Jul 9, 2019

to be added to aitom.average.align.simple_iterative.average

@xulabs xulabs added the ToDo Functionality label Jul 9, 2019
@xulabs xulabs added this to To do in aitom via automation Jul 9, 2019
@ijinjay ijinjay added this to the July 2019 milestone Jul 9, 2019
@xulabs
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xulabs commented Jul 9, 2019

Example code can be found at
aitom/tomominer/average/genetic_algorithm/aligned_refine
aitom/tomominer/pursuit/multi/util.vol_avg__local

https://github.com/alberlab/tomominer/blob/master/bin/tm_average

To fully utilize all cpu cores, need to be parallelized using multiprocessing
A wrapper function can be found here:
aitom.parallel.multiprocessing.util

@xulabs xulabs assigned xiangruz and unassigned lywww Aug 5, 2019
@xulabs xulabs removed the ToDo Functionality label Oct 10, 2019
@xiangruz
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xiangruz commented Dec 6, 2019

Alignment based classification

@xulabs
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xulabs commented Dec 6, 2019

Alignment based classification method, see following paper

Xu M, Beck M, Alber F. High-throughput subtomogram alignment and classification by Fourier space constrained fast volumetric matching. Journal of Structural Biology. 2012 May;178(2):152-64. Epub 2012 Mar 7.

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