-
公开(公告)号：US11097741B1
公开(公告)日：2021-08-24
申请号：US15873391
申请日：2018-01-17
Inventor： Aaron Scott Chan , Kenneth J. Sanchez
Abstract: A computer-implemented method is provided for adjusting at least one of a visual or an auditory setting correlated to the provision of entertainment within a vehicle. The method includes receiving information indicative of one or more changes in behavior that coincides with a provision of entertainment within a vehicle. The information indicative of the one or more changes in behavior is based on data captured by one or more sensors of the vehicle. The method includes analyzing the one or more changes in behavior in order to determine a modification to the provision of entertainment within the vehicle. The modification is commensurate with the one or more changes in behavior. The method includes based on the determined modification, providing, an output signal for adjusting at least one of a visual or an auditory setting correlated to the provision of entertainment within the vehicle.
-
公开(公告)号：US10769518B1
公开(公告)日：2020-09-08
申请号：US15383499
申请日：2016-12-19
Inventor： Jeffrey S. Myers , Kenneth J. Sanchez , Michael L. Bernico
Abstract: A method of training and using a machine learning model that controls for consideration of undesired factors which might otherwise be considered by the trained model during its subsequent analyses of new data. For example, the model may be a neural network trained on a set of training images to evaluate an insurance applicant based upon an image or audio data of the insurance applicant as part of an underwriting process to determine an appropriate life or health insurance premium. The model is trained to probabilistically correlate an aspect of the applicant's appearance with a personal and/or health-related characteristic. Any undesired factors, such as age, sex, ethnicity, and/or race, are identified for exclusion. The trained model receives the image (e.g., a “selfie”) of the insurance applicant, analyzes the image without considering the identified undesired factors, and suggests the appropriate insurance premium based only on the remaining desired factors.
-
公开(公告)号：US10755495B1
公开(公告)日：2020-08-25
申请号：US15714919
申请日：2017-09-25
Inventor： Aaron Scott Chan , Kenneth J. Sanchez , Gina Taylor , Saivikas Thalluri , Jie Yan
Abstract: Systems and methods detecting onboard sensor tampering are disclosed. According to embodiments, data captured by interior sensors within a vehicle may be analyzed to determine an indication that the activity of the vehicle operator either cannot be sufficiently detected or cannot be sufficiently identified using the captured data (e.g., that the captured data may be compromised). A date and time associated with the indication may be recorded, and a vehicle operator associated with the indication may be identified. A possible cause for the compromised data may be diagnosed, and notification may be generated indicating that the activity of the vehicle operator either cannot be sufficiently detected or cannot be sufficiently identified, and/or the possible cause. Additionally, a recommendation for restoring sensor functionality may be generated for the vehicle operator based the possible cause.
-
公开(公告)号：US10717444B1
公开(公告)日：2020-07-21
申请号：US16291226
申请日：2019-03-04
Inventor： Aaron Scott Chan , Kenneth J. Sanchez
Abstract: Systems and methods for analyzing sensor data to determine an inferred emotional state of a vehicle operator and generate a recommendation based on the inferred emotional state are disclosed. According to embodiments, an electronic device may analyze image data depicting a vehicle operator to identify a behavior. The electronic device may also compare vehicle dynamics data to baseline vehicle dynamics data to determine if the vehicle dynamics data differs from the baseline vehicle dynamics data by a threshold amount. Based on the identified behavior and the vehicle dynamics data, the electronic device may determine an inferred emotional state of the vehicle operator. The electronic device may generate a recommendation for the vehicle operator based on the inferred emotional state.
-
95.发明授权公开(公告)号：US10558874B1
公开(公告)日：2020-02-11
申请号：US15717312
申请日：2017-09-27
Inventor： Aaron Scott Chan , Kenneth J. Sanchez
IPC: G06K9/00
Abstract: Apparatuses, systems and methods are provided for generating and transmitting data representative of a vehicle operation mode. More particularly, apparatuses, systems and methods are provided for generating data representative of a vehicle operation mode based on vehicle interior image data.
-
Patent Agency Ranking
公开(公告)号：US10445604B1
公开(公告)日：2019-10-15
申请号：US15966401
申请日：2018-04-30
Inventor： Aaron Scott Chan , Kenneth J. Sanchez
Abstract: Apparatuses, systems and methods are provided for detecting various actions of a vehicle operator. More particularly, apparatuses, systems and methods are provided for detecting various actions of a vehicle operator based on digital image data.
-
公开(公告)号：US10373500B1
公开(公告)日：2019-08-06
申请号：US15713227
申请日：2017-09-22
Inventor： Aaron Scott Chan , Kenneth J. Sanchez
IPC: G08G1/16 , G06K9/00 , G08G1/0965
Abstract: Systems and methods for generating and communicating notifications indicating risks associated with vehicular operation are provided. According to certain aspects, an electronic device may access and analyze image data that depicts a vehicle operator in a certain state. The electronic device may determine, based on the state of the vehicle operator, whether a risk exists as well as information that may be helpful to communicate to additional vehicle operators. The electronic device may generate a notification that indicates the information and transmit the notification to at least one additional vehicle and/or to an infrastructure component.
-
公开(公告)号：US10322727B1
公开(公告)日：2019-06-18
申请号：US15713576
申请日：2017-09-22
Inventor： Aaron Scott Chan , Kenneth J. Sanchez
Abstract: Systems and methods for analyzing sensor data to determine an inferred emotional state of a vehicle operator and generate a recommendation based on the inferred emotional state are disclosed. According to embodiments, an electronic device may analyze image data depicting a vehicle operator to identify a behavior. The electronic device may also compare vehicle dynamics data to baseline vehicle dynamics data to determine if the vehicle dynamics data differs from the baseline vehicle dynamics data by a threshold amount. Based on the identified behavior and the vehicle dynamics data, the electronic device may determine an inferred emotional state of the vehicle operator. The electronic device may generate a recommendation for the vehicle operator based on the inferred emotional state.
-
公开(公告)号：US10296785B1
公开(公告)日：2019-05-21
申请号：US15657550
申请日：2017-07-24
Inventor： Aaron Scott Chan , Kenneth J. Sanchez
Abstract: Apparatuses, systems and methods are provided for vehicle operator gesture recognition and transmission of related gesture data. More particularly, apparatuses, systems and methods are provided for vehicle operator gesture recognition and transmission of related gesture data based on classification of image data.
-
公开(公告)号：US10282789B1
公开(公告)日：2019-05-07
申请号：US15383659
申请日：2016-12-19
Inventor： Jeffrey S. Myers , Kenneth J. Sanchez , Michael L. Bernico
Abstract: A method of training and using a machine learning model that controls for consideration of undesired factors which might otherwise be considered by the trained model during its subsequent analyzes of new data. For example, the model may be a neural network trained on a set of training images to evaluate an insurance applicant based upon an image or audio data of the insurance applicant as part of an underwriting process to determine an appropriate life or health insurance premium. The model is trained to probabilistically correlate an aspect of the applicant's appearance with a personal and/or health-related characteristic. Any undesired factors, such as age, sex, ethnicity, and/or race, are identified for exclusion. The trained model receives the image (e.g., a “selfie”) of the insurance applicant, analyzes the image without considering the identified undesired factors, and suggests the appropriate insurance premium based only on the remaining desired factors.
-
-
-
-
-
-
-
-
-
Search Results
105
records
(took 0.031 seconds)
