2 papers
physics.optics2026
Physics-guided foundation model for universal speckle removal in ultrathin multimode fiber imaging
Xianrui Zeng, Yirui Zang, Pengfei Liu +4
Ultrathin multimode fibers (MMFs) promise endoscopes with hair-scale diameters for accessing sub-millimeter anatomy, but in MMF far-field imaging the required small collection aper…
cs.CV2025
SMamDiff: Spatial Mamba for Stochastic Human Motion Prediction
Junqiao Fan, Pengfei Liu, Haocong Rao
With intelligent room-side sensing and service robots widely deployed, human motion prediction (HMP) is essential for safe, proactive assistance. However, many existing HMP methods…