DocumentCode :
398592
Title :
Parallel iterative reconstruction methods for structure determination of biological specimens by electron microscopy
Author :
Bilbao-Castro, J.-R. ; Carazo, J.M. ; Garcia, I. ; Fernández, J.J.
Author_Institution :
BioComput. Unit, Universidad Autonoma, Madrid, Spain
Volume :
1
fYear :
2003
fDate :
14-17 Sept. 2003
Abstract :
This work addresses the application of blob-based series expansion methods in structure determination of macromolecules from the perspective of computational speed and convergence rate. This work explores the use of traditional series expansion methods, such as algebraic reconstruction techniques, as well as other very recently developed methods: such as averaging sequential strings or component averaging methods characterized by a really fast convergence, achieving least-squares solutions in a few iterations.
Keywords :
electron microscopy; image reconstruction; iterative methods; macromolecules; medical image processing; biological specimens; blob-based series expansion methods; computational speed; convergence rate; electron microscopy; least-squares solutions; macromolecules structure determination; parallel iterative reconstruction methods; Biology computing; Concurrent computing; Electron microscopy; Image analysis; Image reconstruction; Iterative methods; Noise reduction; Proteins; Reconstruction algorithms; Signal to noise ratio;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
ISSN :
1522-4880
Print_ISBN :
0-7803-7750-8
Type :
conf
DOI :
10.1109/ICIP.2003.1247024
Filename :
1247024
Link To Document :
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