Omar Ghezzi*

CliffPhys: Camera-based Respiratory Measurement using Clifford Neural Networks

"This paper presents CliffPhys, a family of models that leverage hypercomplex neural architectures for camera-based respiratory measurement. The proposed approach extracts respiratory motion from standard RGB cameras, relying on optical flow and monocular depth estimation to obtain a 2D vector field…