Patent ID: 11935281
Assignee: AFFECTIVA, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G  B | IPC B  G

Claim 30:
31. A computer system for facial analysis comprising:
a memory which stores instructions;
one or more processors coupled to the memory wherein the one or more processors, when executing the instructions which are stored, are configured to:
collect in-cabin sensor data of a vehicle interior of a vehicle, wherein the in-cabin sensor data includes images of the vehicle interior;
determine a set of seating locations for the vehicle interior, based on the images;
scan the set of seating locations for performing facial detection for each of the seating locations using a facial detection model;
manipulate a view of a detected face of a first occupant, based on a geometry of the vehicle interior;
analyze cognitive state data of the detected face, based on additional images of the detected face, using the view that was manipulated;
generate a human perception metric for the detected face, based on the cognitive state data;
create a classifier for a deep neural network based on the human perception metric;
detect a face of a second occupant;
categorize an interaction between the first occupant and the second occupant using the classifier; and
infer an aggression-based relationship between the first occupant and the second occupant based on categorizing.