Invention Application
- Patent Title: PHYSIOLOGY BASED BIO-KINEMATICS MODELING FOR SEGMENTATION MODEL UNSUPERVISED FEEDBACK
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Application No.: US18216911Application Date: 2023-06-30
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Publication No.: US20250000357A1Publication Date: 2025-01-02
- Inventor: Andrew Radlbeck , Peggy Wu , Brigid A. Blakeslee , Ganesh Sundaramoorthi
- Applicant: Rockwell Collins, Inc.
- Applicant Address: US IA Cedar Rapids
- Assignee: Rockwell Collins, Inc.
- Current Assignee: Rockwell Collins, Inc.
- Current Assignee Address: US IA Cedar Rapids
- Main IPC: A61B3/113
- IPC: A61B3/113 ; A61B3/00

Abstract:
A computer system records eye tracking data and identifies movements in the eye tracking data to generate a model of eye movement and pupil dynamics. The model is used to produce a performance metric for the user based on deviations of the predicted output from what is physically possible as defined by the bio-kinematic model. The system continuously stores eye tracking data to enhance the bio-kinematic models. Bio-kinematic models may be generalized or specific to a particular user. The system continuously adjusts and/or weights the bio-kinematic model in real-time based on eye tracking data.
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