5 citations · 6 across the 7 of their papers we have counts for
7 papers
Randomized Kaczmarz Method for Single Particle X-ray Image Phase Retrieval
Y. Xian, H. Liu, X. Tai +1
In this paper, we investigate phase retrieval algorithm for the single particle X-ray imaging data. We present a variance-reduced randomized Kaczmarz (VR-RK) algorithm for phase re…
Generative Adversarial Networks for Robust Cryo-EM Image Denoising
Hanlin Gu, Yin Xian, Ilona Christy Unarta +1
The cryo-electron microscopy (Cryo-EM) becomes popular for macromolecular structure determination. However, the 2D images which Cryo-EM detects are of high noise and often mixed wi…
Provable Near-Optimal Low-Multilinear-Rank Tensor Recovery
Jian-Feng Cai, Lizhang Miao, Yang Wang +1
We consider the problem of recovering a low-multilinear-rank tensor from a small amount of linear measurements. We show that the Riemannian gradient algorithm initialized by one st…
Kam method for Cryo-EM particle reconstruction
Yin Xian
The Cryo-EM 3D particle reconstruction is essential for identifying protein and uncover the biological mechanism of the macro-molecules. In this paper, we use Kam method for recons…
Uncertainty quantification of modified Cahn-Hilliard equation for image inpainting
Yin Xian
In this paper, we review modified Cahn-Hilliard equation for image inpainting and explore the effect when the initial condition is uncertain. We study the statistical properties of…
Optimal low rank tensor recovery
Jian-Feng Cai, Lizhang Miao, Yang Wang +1
We investigate the sample size requirement for exact recovery of a high order tensor of low rank from a subset of its entries. In the Tucker decomposition framework, we show that t…
Data-Driven Tight Frame for Cryo-EM Image Denoising and Conformational Classification
Yin Xian, Hanlin Gu, Wei Wang +4
The cryo-electron microscope (cryo-EM) is increasingly popular these years. It helps to uncover the biological structures and functions of macromolecules. In this paper, we address…