Artificial Intelligence-Based Classification of Human Smiles
Case ID:
TEC2019-0004
Web Published:
12/10/2018
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)
Executive Summary
Smile classification and determining the relationship of smiles to other data such as another person’s reactions or an event occurring could be used to train any kind of customer-facing personnel such as front desk employees, trainers, and sales people. Currently no system exists that can both automatically detect smiles and classify individual smile episodes.
Description of Technology
This technology takes raw index outputs from the Google Joy Detection algorithm (or any similar algorithm with image processing capabilities) and produces a characterization of smiles in the image. It can determine the relationship between smiles from two or more individuals to determine the “emotional leader” and contagious effects.
Key Benefits
- New data type This technology provides data that no other technology provides that would be useful for a wide range of applications.
- Simple system Only indices of the measured data leave the system. Processing of these indices to produce output data occurs on the cloud.
- Flexible use The physical box is quite small and can be used in a wide variety of scenarios.
Applications
- Sales and marketing training
- Front desk and receptionist training
- Training for instructors
- Evaluation of focus groups
- Over-the-counter in shops and hospitality business
- Evaluation of screen testing and acting
- Evaluation of video resumes
- Evaluate of advertisement campaigns
- Monitoring elderly
- Monitoring of kids to detect early onset of autism
- Employee moods in meetings
- Evaluating the effects of political speeches and polarization
IP Status
Software copyright
Licensing Rights Available
Full rights available
Inventors:
Subir Biswas
Tech ID
TEC2019-0004
Patent Information:
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For Information, Contact:
Raymond Devito
Technology Manager
Michigan State University
devitora@msu.edu