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Multimodal AI Dataset for Emotion and Heart Rate Recognition in Real-World Conditions

This invention introduces the MMSE HR dataset along with a Self Adaptive Matrix Completion algorithm for remote heart rate estimation from facial videos in natural conditions. By combining synchronized spontaneous expression data with physiological signals, it enables accurate, non contact heart rate measurement and real time emotion analysis for robust...

Published: 11/14/2025 | Inventor(s): Lijun Yin

Keywords(s): #SUNYresearch, Technologies

Category(s): Technology Classifications > Artificial Intelligence, Technology Classifications > Healthcare IT, Campus > Binghamton University