Innovative Research Solutions

Pioneering multimodal interaction data for emotional intelligence and personalized user experiences in research design.

A person is interacting with a laptop displaying a website on the screen. The site features a video call window with a woman and several graphic elements such as logos and text. The environment appears to be an office setting with a plant visible in the background.
A person is interacting with a laptop displaying a website on the screen. The site features a video call window with a woman and several graphic elements such as logos and text. The environment appears to be an office setting with a plant visible in the background.
A partially illuminated face of a person in the dark, displaying an expression of anger or frustration with open mouth and furrowed brow. The surrounding darkness emphasizes the intensity of the emotion.
A partially illuminated face of a person in the dark, displaying an expression of anger or frustration with open mouth and furrowed brow. The surrounding darkness emphasizes the intensity of the emotion.

Emotion Analysis

Innovative research on multimodal emotional interaction and user feedback.

A smartphone displays a black and white laughing emoji with tears of joy on its screen. The phone lies on a textured dark surface, creating a contrast between the screen's brightness and the background.
A smartphone displays a black and white laughing emoji with tears of joy on its screen. The phone lies on a textured dark surface, creating a contrast between the screen's brightness and the background.
Affective Graph

Integrating psychology literature with personalized user emotional tags.

A person with long dark hair appears to be excited or surprised, with wide open eyes and mouth. The facial expression suggests a strong emotion. The background is plain and light-colored.
A person with long dark hair appears to be excited or surprised, with wide open eyes and mouth. The facial expression suggests a strong emotion. The background is plain and light-colored.
Model Comparison

Evaluating emotion detection against baseline models for effectiveness.

A close-up grayscale image of a person with wide-open eyes conveying a sense of fear or surprise. The person is holding a strand of their hair against their mouth and appears to be biting it slightly. The expression in their eyes is intense and dramatic.
A close-up grayscale image of a person with wide-open eyes conveying a sense of fear or surprise. The person is holding a strand of their hair against their mouth and appears to be biting it slightly. The expression in their eyes is intense and dramatic.
A display screen shows information about ChatGPT, a language model for dialogue optimization. The text includes details on how the model is used in conversational contexts. The background is primarily green, with pink and purple graphic lines on the right side. The OpenAI logo is positioned at the top left.
A display screen shows information about ChatGPT, a language model for dialogue optimization. The text includes details on how the model is used in conversational contexts. The background is primarily green, with pink and purple graphic lines on the right side. The OpenAI logo is positioned at the top left.
Edge Deployment

Real-time microexpression analysis on NVIDIA Jetson devices.

Data Collection

Gathering extensive multimodal interaction data with emotional labels.

Insights

Transforming data into actionable research design solutions.

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