Abstract: A system for detecting abnormal driver behavior includes an input interface and a processor. The input interface is for receiving a sensor data of a vehicle. The processor is for determining a driving behavior based at least in part on the sensor data of the vehicle; determining whether the driving behavior is abnormal; and, in the event that the driving behavior is abnormal, indicating an abnormal driver behavior.

Abstract: A system for data access comprises a server storage system, a global index, an interface, and a processor. The server storage system stores data associated with vehicle event recorders. The global index includes indications of server-stored data stored on the server storage system. The interface is configured to receive an access indication to access desired data. The processor is configured to determine a server stored portion of the desired data associated with the vehicle event recorder that has been previously stored on the server storage system using information stored in the global index and retrieve the server stored portion of the data from the server storage system; and determine a non-server stored portion of the desired data associated with the vehicle event recorder that has not been previously stored on the server storage system and indicate to retrieve the non-server stored portion of the data from the vehicle event recorder.

Abstract: A system for indicating an operating point includes and interface and a processor. The interface is to receive user information, user reviewing feedback, and reviewing metadata. The processor is configured to determine a recommendation for an operating point based at least in part on the user information, the user reviewing feedback, and the reviewing metadata and provide an indication of an adjustment to the operating point to a vehicle event recorder. The adjustment is based at least in part on the recommendation for the operating point.

Abstract: A system for updating training data includes an interface and a processor. The interface is configured to receive a set of vehicle data. The set of vehicle data includes images and assigned labels associated with the images. The processor is configured to determine a set of training data and a set of test data from the set of vehicle data; train a model with the set of training data; determine a set of predicted labels for the set of vehicle data using the model; identify a set of potential mislabeled data using the set of predicted labels and the assigned labels; and determine an updated set of training data by relabeling the set of potential mislabeled data and replacing the set of potential mislabeled data with a relabeled set of data.

Abstract: A system for driver health profiling includes an interface and a processor. The interface is configured to receive a sensor data from a vehicle event recorder. The processor is configured to determine a maneuver characteristic based at least in part on the sensor data; determine a maneuver statistic based at least in part on the maneuver characteristic; and provide an indication based at least in part on the maneuver statistic.

Abstract: A system for checking consent includes an input interface and a processor. The input interface is to receive a start indication of a driver shift start. The processor is to determine a driver for the driver shift; determine whether a consent is stored for the driver; and in the event a consent is stored for the driver, store a transfer indication.

Abstract: A system for video analysis includes an interface and a processor. The interface is configured to receive a trigger indication. The processor is configured to determine a time sequence set of video frames associated with the trigger indication; determine a decision based at least in part on an analysis of the time sequence set of video frames; and indicate the decision.

Abstract: A system for efficient video browsing includes an interface and a processor. The interface is configured to receive marks for a video, where marks for a video are determined based at least in part on trigger inputs. The processor is configured to determine whether to enter an efficient video browsing mode; and in response to determining to enter the efficient video browsing mode: retrieve a portion of the video based at least in part on the marks; and cause displaying of the portion of the video.

Abstract: A system for a trailer mounted data sensor includes a sensor and a modem. The sensor is configured to produce a sensor data signal that is mounted on a vehicle trailer. The modem is configured to modulate the sensor data signal to create a modulated sensor data signal. The modulated sensor data signal is transmitted using a first line. The first line is coupled via a harness to electronics mounted on a vehicle.

Abstract: A system includes an outward facing video camera, a digital video recorder, a geolocation device, an interface, and a processor. The interface is configured to receive video data from the outward facing vehicle camera and receive location data from the geolocation device. The processor is configured to determine a digital video recorder storing state; disable transfer of video data to the digital video recorder in response to the digital video recorder storing state being a prohibited state; and enable transfer of the video data from the outward facing video camera to the digital video recorder for storage in response to the digital video recorder storing state being not the prohibited state.

Abstract: A system for marking and transferring data of interest includes an interface and a processor. The interface is configured to receive an indication to mark data of interest. The processor is configured to: determine whether to generate a transfer request for the data of interest based at least in part on a viewing likelihood estimate, and in response to a determination to generate the transfer request for the data of interest, generate the transfer request for the data of interest.

Abstract: A system for dynamic pairing includes an interface and a processor. The interface is configured to receive an indication to identify paired event data based on an event time and an event location. The processor is configured to determine a paired video data region; retrieve a subset of video data stored in a pairing database or from a vehicle event recorder; and provide the subset of the video data as the paired event data. The paired video data region includes locations spatially nearby the event location and times temporally nearby the event time. The pairing database or the vehicle event recorder stores a video data. The video data is retrievable based on an associated time data and/or location data. The video data is placed in the subset of video data in response to the associated time data and location data being within the paired video data region.

Abstract: A system for providing power includes a control and a switch. The control is configured to indicate providing parallel power to a vehicle mounted device. The switch is configured to connect power in parallel to the vehicle mounted device, where connecting power in parallel includes back current protection.

Abstract: A leader system for time synchronizing includes an interface and a processor. The interface is configured to receive a time standard. The processor is configured to determine whether a time jump is necessary in response to the time standard; and in response to determining that the time jump is necessary: 1) cause pausing of a collection of sensor data; 2) provide an indication to unregister one or more follower devices from a leader device; and 3) time jump a leader device time in response to the time standard.

Abstract: A system for telematics integration includes a video system configured to receive an event email notification from a telematics system. The telematics system was provided an email address for the event email notification. The video system is further configured to scrape the event email notification for event information and to determine whether event information satisfies criteria to generate trigger criteria for an event of interest. Then video system is further configured to, in the event that the event information satisfies the criteria to generate the trigger criteria, retrieve associated video from a video repository of the video system based at least in part on the trigger criteria.

Abstract: A system for determining a load imbalance factor includes an input interface and processor. The interface is configure to receive sensor data from one or more sensors. The processor is configured to determine one or more vehicle tilts based at least in part on the sensor data; determine a load imbalance factor based at least in part on the one or more vehicle tilts; and provide the load imbalance factor.

Abstract: A system for identifying a vehicle includes an input interface and a processor. The input interface is configured to receive traffic from a vehicle bus. The processor is configured to determine a data fingerprint from the traffic; and determine an identifier for the vehicle from the fingerprint.

Abstract: A method, system, and computer program product of controlling driver interaction with an autonomous vehicle (AV) system for a vehicle are provided. In an embodiment, a signal indicating a present state of the driver is received. A signal indicating a past state of the driver is received. A present effectiveness of the driver is determined based on the received signals. A target level of engagement of the driver with the AV system is determined based on the present effectiveness of the driver.

Abstract: A system for scoring route safety includes and input interface and a processor. The input interface is to receive data associated with a route segment. The data includes a speed data. The processor is to determine a segment safety score using a speed distribution. The speed distribution is based at least in part on the speed data.

Abstract: A system for capturing an image of a driver includes an input interface and a processor. The input interface is to receive sensor data associated with a vehicle. The processor is to determine whether to capture a driver image based at least in part on the sensor data and, in the event it is determined to capture the driver image, to indicate to capture the driver image.