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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Seungmin Oh

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Open access Sep 2026

PulsePath: Two-Stage Generative Waveform Refinement for Robust Remote Photoplethysmography Estimation

Remote photoplethysmography (rPPG) estimates pulse signals from facial videos, but motion, illumination variation, exposure control, and compression can distort the waveform used for heart-rate (HR) estimation. The Plane-Orthogonal-to-Skin (POS) waveform provides an observed physiological source that often preserves re...

Juha Park, Seungmin Oh, Sang-Jun Lee · 0 citations

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