Author

Jian-Bin Liu

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Preprint Oct 2026

Finite-event modulation transfer through forward-scattering media

How spatial structure is transferred through a forward-scattering medium depends jointly on pattern scale and propagation distance. Starting from photon exit displacements, we derive modulation transfer while retaining the number, depths, and projected angles of individual deflections, with event occurrences described...

Chong Wang, Liang-Feng Hu, Yu-Chen He et al. · 0 citations

Jul 2026

The Lift Spectrum: How Measurement-to-Space Adaptivity Shapes Robustness in Image-Free Single-Pixel Sensing

It is shown that removing image reconstruction relocates the central design problem to the lift: how 1D measurements become a 2D task representation, and measurement-to-space adaptivity organizes both the clean-to-noisy operating envelope and the failure a system encounters.

Yu-Yuan Han, Jing-Wei Li, Xiaoxia Zhang et al. · arXiv.org · 0 citations