MSP-Edge: Multi-Stage Pruning With Neuron Reconstruction for Privacy-Aware Edge Vision-Based Crowd Sensing in IoT-Enabled Rail Transit Systems
Internet-of-Things (IoT)-enabled surveillance systems increasingly utilize edge intelligence to support real-time analytics while reducing network dependency and limiting the transmission of raw visual data, thereby reducing potential data exposure. In rail transit environments, crowd monitoring requires low-latency on...