M. Radermacher, 3-DIMENSIONAL RECONSTRUCTION FROM RANDOM PROJECTIONS - ORIENTATIONAL ALIGNMENT VIA RADON TRANSFORMS, Ultramicroscopy, 53(2), 1994, pp. 121-136
A method for alignment of projections with unknown projecting directio
ns towards a three-dimensional reference has been developed. The techn
ique has been applied to the three-dimensional reconstruction from ima
ges of a frozen-hydrated preparation of 50S ribosomal subunits from Es
cherichia coli recorded in the electron microscope. The algorithm as u
sed here combines the Single Exposure Conical Reconstruction Technique
(SECReT) with a three-dimensional orientation search. The algorithm a
llows for the refinement of a reconstruction obtained with SECReT by r
efinement of the true projection angles, and by the inclusion of proje
ctions with a priori unknown random orientation. With model data it is
demonstrated that the algorithm works reliably even for signal-to-noi
se ratios lower than 1.