Huijin Fu

HybridSeg: An Efficient Multi-Scale Mamba Architecture for Real-Time Semantic Segmentation in Railway Safety Monitoring Systems

2025 · Preprints.org

Real-time semantic segmentation in railway safety monitoring presents significant computational challenges for edge-deployed vision systems, where accurate object detection directly impacts operational safety under strict resource constraints. Existing approaches struggle to achieve optimal trade-offs between …