Limiting car behavior based on a pre-set driver profile enabled by face recognition
AssigneeAmbarella International LP
InventorPatrick Martin
Life of this patent
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Abstract
An apparatus including a capture device and a processor. The capture device may be configured to generate a plurality of video frames corresponding to users of a vehicle. The processor may be configured to perform operations to detect objects in the video frames, detect users of the vehicle based on the objects detected in the video frames, determine a limitation profile for the users, monitor for conditions provided by the limitation profile and generate a reaction if one or more of the conditions are met. The limitation profile may be determined in response to characteristics of the users. The characteristics of the users may be determined by performing the operations on each of the users.
Claims19
An apparatus comprising:
- a capture device configured to generate a plurality of video frames corresponding to users of a vehicle;
- and
- a processor configured to (i) perform computer vision operations to detect objects in said video frames by (a) applying a feature detection window to each of a plurality of layers in each of the video frames, (b) sliding said feature detection window along each of said plurality of layers, and (c) performing feature extraction based on weight values for each of said plurality of layers in said video frames, (ii) detect users of said vehicle based on said objects detected in said video frames, (iii) determine a limitation profile for said users, (iv) monitor for conditions provided by said limitation profile and (v) generate a reaction if one or more of said conditions are met, wherein (a) said limitation profile is determined in response to characteristics of said users, (b) said characteristics of said users are determined by performing said computer vision operations on each of said users and (c) said weight values are determined by said processor analyzing training data prior to said feature extraction.
Dependencies are inferred from the claim text.