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eess.IV2025
CRISP: A Framework for Cryo-EM Image Segmentation and Processing with Conditional Random Field
Szu-Chi Chung, Po-Cheng Chou
Differentiating signals from the background in micrographs is a critical initial step for cryogenic electron microscopy (cryo-EM), yet it remains laborious due to low signal-to-noi…
eess.IV2023★ 1 cited
Cryo-forum: A framework for orientation recovery with uncertainty measure with the application in cryo-EM image analysis
Szu-Chi Chung
In single-particle cryo-electron microscopy (cryo-EM), the efficient determination of orientation parameters for 2D projection images poses a significant challenge yet is crucial f…
eess.IV2019★ 10 cited
Two-stage dimension reduction for noisy high-dimensional images and application to Cryogenic Electron Microscopy
Szu-Chi Chung, Shao-Hsuan Wang, Po-Yao Niu +3
Principal component analysis (PCA) is arguably the most widely used dimension-reduction method for vector-type data. When applied to a sample of images, PCA requires vectorization…