Three-dimensional (3D) Reconstruction of Single particles from Electron Micrographs
The research of our laboratory focuses on the three-dimensional structure determination of macromolecular assemblies using electron microscopy combined with image processing.
Early
reconstruction of complex I from Yarrowia lipolytica 
A strong component of out research is the development of new image processing algorithms and techniques. Our current research is geared towards the development of better image alignment and classification methods and the analysis and development of reliability criteria for three-dimensional reconstruction.
Previous work includes the reconstruction of the large ribosomal subunit from E.coli, and the development of the Random Conical Reconstruction technique. Development of further image analysis techniques for single particles include work on the determination and correction of the electron microscope transfer function, the development of a number of new reconstruction algorithms (weighted back-projection techniques for conical geometry and later for arbitrary geometry, Radon transform inversion algorithms with non-tomographic noise filtration), alignment methods for two- and three-dimensional projection alignment and pattern analysis methods (nonlinear mapping, Gibbs sampling algorithm for the classification of images).
Through
many collaborations we have been involved in the structure
determination of the V1-ATPase, of the calcium release channel and
ribosome/channel complexes.