Computational Microscopy

Learning Continuous Neural Representations Enables Scalable and High-Fidelity Electron Microscopy

Lin Li, Feng Zhu, Zipei Yan, Cheng Zhang, Li Zeng, Xiang Zhou, Fu-Rong Chen, Xiaoyan Zhong, Jizhou Li

We introduce ENCODE, an implicit neural representation framework for scalable electron microscopy data compression that preserves high-fidelity structural details and supports temporal frame interpolation and denoising.