PULSE: Physiological Understanding with Liquid Signal Extraction

Shahzad Ahmad, Sania Bano, Sachin Verma,Yogesh Singh Rawat, Sukalpa Chanda,Santosh Kumar Vipparthi, Subrahmanyam Murala

IEEE/CVF Winter Conference on Applications of Computer Vision（2025）

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Key words

Signal Extraction,Training Set,Time Constant,Convolutional Layers,Vital Signs,Subtle Changes,Spatial Features,Physiological Signals,Signal Variability,Light Changes,Remote Monitoring,Subtle Variations,3D Convolution,3D Convolutional Layers,Heart Rate Signals,Neural Network,Root Mean Square Error,Convolutional Neural Network,Telemedicine,Unsupervised Learning,Gradient Loss,Unsupervised Methods,Hidden State,Ordinary Differential Equations,Heart Rate Variability,Discrete Steps,Head Movements,Long Short-term Memory,Capability Of Model,Video Compression

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