2 papers
cs.CV2023
Machine learning refinement of in situ images acquired by low electron dose LC-TEM
Hiroyasu Katsuno, Yuki Kimura, Tomoya Yamazaki +1
We study a machine learning (ML) technique for refining images acquired during in situ observation using liquid-cell transmission electron microscopy (LC-TEM). Our model is constru…
eess.IV2021
Fast improvement of TEM image with low-dose electrons by deep learning
Hiroyasu Katsuno, Yuki Kimura, Tomoya Yamazaki +1
Low-electron-dose observation is indispensable for observing various samples using a transmission electron microscope; consequently, image processing has been used to improve trans…