Occupant attentiveness and cognitive load monitoring for autonomous and semi-autonomous driving applications
NM Arar, N Avadhanam, Y Ren - US Patent 11,978,266, 2024 - Google Patents
In various examples, estimated field of view or gaze information of a user may be projected
external to a vehicle and compared to vehicle perception information corresponding to an …
external to a vehicle and compared to vehicle perception information corresponding to an …
Guided uncertainty-aware policy optimization: combining model-free and model-based strategies for sample-efficient learning
A robot is controlled using a combination of model-based and model-free control methods.
In some examples, the model-based method uses a physical model of the environment …
In some examples, the model-based method uses a physical model of the environment …
Neural network based facial analysis using facial landmarks and associated confidence values
Abstract Systems and methods for more accurate and robust determination of subject
characteristics from an image of the subject. One or more machine learning models receive …
characteristics from an image of the subject. One or more machine learning models receive …
Neural network based determination of gaze direction using spatial models
NM Arar, H Jiang, N Puri, R Shetty… - US Patent …, 2023 - Google Patents
Systems and methods for determining the gaze direction of a subject and projecting this
gaze direction onto specific regions of an arbitrary three-dimensional geometry. In an …
gaze direction onto specific regions of an arbitrary three-dimensional geometry. In an …
Restraint device localization
F Hu - US Patent App. 17/137,256, 2022 - Google Patents
(2013.01)(57) ABSTRACT Systems and methods are disclosed related to restraint device
(eg, seatbelt) localization. In one embodiment, the disclosure relates to systems and …
(eg, seatbelt) localization. In one embodiment, the disclosure relates to systems and …
Real-time facial landmark detection
US11574500B2 - Real-time facial landmark detection - Google Patents US11574500B2 -
Real-time facial landmark detection - Google Patents Real-time facial landmark detection …
Real-time facial landmark detection - Google Patents Real-time facial landmark detection …
Neural network based facial analysis using facial landmarks and associated confidence values
Abstract Systems and methods for more accurate and robust determination of subject
characteristics from an image of the subject. One or more machine learning models receive …
characteristics from an image of the subject. One or more machine learning models receive …
Physiological signal prediction method
A physiological signal prediction method includes: collect ing a video file, the video file
containing long-term videos, and contents of the video file containing data for a face of a …
containing long-term videos, and contents of the video file containing data for a face of a …