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