Technical Name | A real-time biofeedback training system with intelligent emotional state identification based on smartphone | ||
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Project Operator | Kaohsiung Medical University | ||
Project Host | 余松年、方偉騏 | ||
Summary | This system combines cutting-edge technologies, including wearable device, bluetooth, artificial intelligent emotion recognition, genetic algorithm, and smartphone, to combine with guided breathing biofeedback training program intending to construct a high performance real-time emotion recognition and biofeedback training system for personal mental health management and self-biofeedback training. |
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Scientific Breakthrough | This system effectively applies artificial intelligence in developing an emotional state identification algorithm based on PPG. Higher than 90% recognition rate can be achieved. This algorithm is transferred onto a smartphone and combined with a guided breathing training program to construct a real-time biofeedback training system with intelligent emotional state identification. |
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Industrial Applicability | This system provides an effective emotional state identification algorithm to combine with a guided breathing biofeedback training program intending to reverse negative emotions. This device uses animation or voice to guide the user to breathe slowly and displays his/her heart rate, breathing curve, and emotional state on the screen to provide biofeedback for personal emotional management. |
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Keyword | Smartphone Emotion Recognition Real-time Recognition Photoplethysmorgraphy (PPG) Genetic Algorithm Support Vector Machine Artificial Intelligence Affective Computing Biofeedback Guided Breathing |