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Author

He-Song Li

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Oct 2026

Spatial-Frequency Learning for Scanning Transmission Electron Microscopy Image Enhancement.

Scanning Transmission Electron Microscopy (STEM) enables the observation of atomic arrangements at sub-angstrom resolution and plays a key role in the discovery and characterization of advanced materials. Raw STEM images are often noisy and blurred due to multiple degradations. Although recent deep learning methods imp...

He-Song Li, Ying Fu, Zi-Qi Wu et al. · 0 citations
Open access Aug 2026

Binarized High-Efficiency RAW Video Restoration and Beyond.

This paper proposes BinRVR, a binarized RAW video restoration framework that reduces computation and parameters by approximately 96% while incurring only about 4% performance degradation, and develops a Distribution-Aware Binarized Convolution (DAB-Conv) that leverages the statistics of full-precision activations to mi...

Tianyu Zhu, Ying Fu, He-Song Li et al. · 0 citations

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