Fig. 1: Overview of the workflow.
From: Automated video-based differentiation of sleep-related hypermotor epilepsy and parasomnia episodes
A Sketch of the video acquisition setup. B Schematic representation of the SlowFast network, illustrating its dual-pathway design: the slow pathway processes a temporally down-sampled sequence to capture overall spatial context (height H, width W, time T, channels (C), while the fast pathway operates at a higher temporal resolution to capture more rapid motion patterns. Features from both pathways are fused to generate the final classification output. C Test procedure, showing how the trained network provides the final classification (SHE/DOA/RBD) for each input video.
