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Harnessing the power of AI and XR to provide unparalleled insights into body language and micro-expressions in realtime.

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ubc-tuehoang/PostureAnalysis-GenAI-XR

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PostureAnalysis-GenAI-XR

This is not just a feature; it's a paradigm shift in posture analysis, integrating artificial intelligence and virtual reality to provide a holistic understanding of body language and emotional responses, an innovative solution that combines cutting-edge Artificial Neural Networks (ANN) and Extended Reality (XR) technologies. Harnessing the power of artificial intelligence and extended reality to provide unparalleled insights into body language and microexpressions in real-time.

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  • Preliminary test feedback from "testmicroexpressions2.png": The image shows a young girl sitting at a table with a plate of food in front of her, likely at home based on the domestic setting. She is smiling broadly with her teeth visible, and her eyes are slightly squinted, which commonly indicates genuine joy or happiness. This expression could be classified as a "Duchenne smile," a sign of a spontaneous, genuine emotional response. Her hair is styled in pigtails with green accessories, and she's wearing a "Hello Kitty" shirt, suggesting an interest in popular children's characters or themes. Her posture is upright and leaning slightly forward, which can suggest eagerness or enthusiasm. The food on the plate appears to be cereal, and there is a spoon in the bowl, suggesting she may be about to eat or is in the process of eating. Overall, the behavioral cues of the girl indicate a moment of happiness, potentially excitement about the meal or general contentment. Microexpressions are fleeting facial expressions that occur within a fraction of a second and reveal underlying emotions. In a still image, it is challenging to analyze microexpressions because they are dynamic and transient; however, the girl's broad smile and the twinkling, slightly crinkled eyes in a static context suggest a positive emotional state.

  • Preliminary test feedback from "istockphoto-481492553-612x612.jpeg": This image shows four people, possibly colleagues, sitting in a row during what appears to be a meeting or a conference. They are dressed in business casual attire, suggesting a professional setting. The person on the far right is holding a pen and appears to be focused on something in front of her, likely a speaker or presentation, as indicated by her direct gaze and neutral facial expression. The individual next to her, who is second from the right, also appears to be attentive. Her eyes are directed forward, and she looks engaged with whatever is happening in front of her, with a slight frown that suggests concentration. The person in the center is displaying a more pronounced set of behavioral cues. His eyes are narrowed, eyebrows are slightly furrowed, and his lips are pursed, which could suggest critical thinking or skepticism about what he's hearing or seeing. His arms are crossed, a body language cue that can be associated with defensiveness, discomfort, or a critical attitude. Finally, the person on the far left exhibits signs of contemplation or possibly boredom. She's supporting her head with her hand, which can indicate tiredness or a lack of engagement. Her eyes are directed away from the focal point, suggesting her attention may be drifting. In terms of microexpressions, the two individuals in the middle exhibit the most notable cues: the one in the center with potential skepticism or critical assessment and the female to his left showing signs of fatigue or disinterest. Microexpressions are fleeting and they often reveal a person's true feelings before they manage to conceal them with a social mask.

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Harnessing the power of AI and XR to provide unparalleled insights into body language and micro-expressions in realtime.

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