"Particle picking is a crucial first step in the computational pipeline of single-particle cryo-electron microscopy. Selecting particles from the micrographs is difficult especially for small particles with low contrast. As high-resolution reconstruction typically requires hundreds of thousands of particles, including rare views, manual picking is often too time-consuming. While template-based...
In 1980, Zvi Kam introduced an autocorrelation-based approach to cryo-electron microscopy (cryo-EM) single particle reconstruction, in which moments of the 2D images are computed and the 3D molecule is recovered by solving a polynomial system of equations. Recently, the method has also been used in X-ray free electron laser (XFEL) imaging.
This talk addresses important challenges in applying...