公开(公告)号：US20140278587A1

公开(公告)日：2014-09-18

申请号：US14269920

申请日：2014-05-05

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Bryan Allen Plummer ,  Drew Cross

IPC: G06Q40/08 ,  G06T17/00 ,  G06T7/00

CPC classification number: G06Q40/08 ,  G06F17/5009 ,  G06Q20/10 ,  G06Q30/0278 ,  G06Q40/00 ,  G06T7/00 ,  G06T7/0004 ,  G06T7/187 ,  G06T15/08 ,  G06T17/00 ,  G06T2210/56 ,  G06T2219/012 ,  H04N13/204

Abstract: A damage assessment module operating on a computer system automatically evaluates a property, estimating damage to the property by analyzing a point cloud of a property. The damage assessment module identifies individual point clusters or segments from the point cloud and detects potentially damaged areas of the property surface by identifying outlier points in the point clusters. The damage assessment module may be used to determine the financial cost of the damage and/or determine whether the property should be replaced or repaired. In addition to eliminating the need for an estimator to visit the property in person, the damage assessment module improves the consistency and accuracy associated with estimating damage to a property.

Abstract translation: 在计算机系统上运行的损伤评估模块通过分析属性的点云来自动评估属性，估计对财产的损害。 损伤评估模块通过识别点群中的异常值点来识别来自点云的各个点集群或段，并检测属性表面的潜在损坏区域。 损害评估模块可用于确定损害的财务成本和/或确定财产是否应被更换或修理。 除了消除估计人员亲自访问财产的需要之外，损害评估模块还提高了与财产损失估算有关的一致性和准确性。

公开(公告)号：US10748446B1

公开(公告)日：2020-08-18

申请号：US15902357

申请日：2018-02-22

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Brian Mark Fields ,  Steve Roberson ,  Abhishek Harish ,  Hyunji Lim ,  Matthew James Waughtel ,  Bryan Allen Plummer ,  Parker Andrew Brown

IPC: G09B19/16 ,  B60K35/00 ,  G09B5/00 ,  G09G5/00

Abstract: In an embodiment, movement-data is gathered with one or more sensors (e.g., accelerometers, GPS receivers, etc.) during a driver's driving session. A score may be calculated for the driving session, and the driver's progress is evaluated by a driver-evaluation system. A driving session report or graphical user-interface (GUI) is generated with a computer processor and displayed at a display device. The displayed report or GUI includes a graphic representing the driver's progress relative to historical data.

公开(公告)号：US10343693B1

公开(公告)日：2019-07-09

申请号：US15878946

申请日：2018-01-24

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Bryan Allen Plummer ,  Parker Andrew Brown ,  Jibo He ,  Brian M. Fields ,  Steve Roberson ,  Steve Cielocha ,  Jufeng Peng

IPC: B60W40/08

Abstract: In a computer-implemented method, data about potential vehicle operator impairment is retrieved. The data is generated by monitoring a vehicle operator, the environment ahead of the vehicle, and/or force in one or more directions. A number of impairment scores are generated by analyzing the data about potential vehicle operator impairment. A specific time period during which the vehicle operator tends to be most impaired is determined based on the impairment scores. Recommendations to reduce operator impairment of the vehicle operator are identified and communicated to the vehicle operator.

公开(公告)号：US09932042B1

公开(公告)日：2018-04-03

申请号：US15481651

申请日：2017-04-07

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Bryan Allen Plummer ,  Parker Andrew Brown ,  Jibo He ,  Brian Mark Fields ,  Steve Roberson ,  Steve Cielocha ,  Jufeng Peng

IPC: B60W40/08

CPC classification number: B60W40/08 ,  B60K28/066 ,  B60Q9/00 ,  B60W2040/0818 ,  B60W2040/0827 ,  B60W2040/0836 ,  B60W2040/0845 ,  G06K9/00845 ,  G06Q40/08 ,  G07C5/008 ,  G08B21/02

Abstract: In a computer-implemented method, data about potential vehicle operator impairment is retrieved. The data is generated by monitoring a vehicle operator, the environment ahead of the vehicle, and/or force in one or more directions. For each of a plurality of trips, an impairment score is generated by analyzing the data about potential vehicle operator impairment, and determining whether the vehicle operator was impaired during the trip by comparing the impairment score to a threshold value. A specific time period during which the vehicle operator tends to be most impaired is determined based on the determinations of whether the vehicle operator was impaired. Recommendations to reduce operator impairment of the vehicle operator are identified and communicated to the vehicle operator.

公开(公告)号：US09758173B1

公开(公告)日：2017-09-12

申请号：US14797409

申请日：2015-07-13

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Bryan Allen Plummer ,  Parker Andrew Brown ,  Jibo He ,  Brian Mark Fields ,  Steve Roberson ,  Steve C. Cielocha ,  Jufeng Peng

IPC: B60W40/08

CPC classification number: B60W40/08 ,  B60K28/066 ,  B60Q9/00 ,  B60W2040/0818 ,  B60W2040/0827 ,  B60W2040/0836 ,  B60W2040/0845 ,  G06K9/00845 ,  G06Q40/08 ,  G07C5/008 ,  G08B21/02

Abstract: In a computer-implemented method, data about potential vehicle operator impairment is retrieved. The data is generated by monitoring a vehicle operator with a first sensor, monitoring the environment ahead of the vehicle with a second sensor, and monitoring force in one or more directions with a third sensor. A plurality of scores is assigned. Each of the plurality of scores corresponds to a respective impairment indicator, and wherein each of the plurality of scores is based on the data about potential operator impairment. An impairment score is generated by performing a mathematical operation on the plurality of scores. It is determined whether the vehicle operator is impaired by comparing the impairment score to a threshold value. Recommendations to reduce operator impairment of the vehicle operator are identified by analyzing the data about potential vehicle operator impairment.

公开(公告)号：US09633146B2

公开(公告)日：2017-04-25

申请号：US14269920

申请日：2014-05-05

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Bryan Allen Plummer ,  Drew Cross ,  Nathan L. Tofte

IPC: G06Q40/00 ,  G06F17/50 ,  G06Q40/08 ,  G06T7/00 ,  G06T17/00

CPC classification number: G06Q40/08 ,  G06F17/5009 ,  G06Q20/10 ,  G06Q30/0278 ,  G06Q40/00 ,  G06T7/00 ,  G06T7/0004 ,  G06T7/187 ,  G06T15/08 ,  G06T17/00 ,  G06T2210/56 ,  G06T2219/012 ,  H04N13/204

Abstract: A damage assessment module operating on a computer system automatically evaluates a property, estimating damage to the property by analyzing a point cloud of a property. The damage assessment module identifies individual point clusters or segments from the point cloud and detects potentially damaged areas of the property surface by identifying outlier points in the point clusters. The damage assessment module may be used to determine the financial cost of the damage and/or determine whether the property should be replaced or repaired. In addition to eliminating the need for an estimator to visit the property in person, the damage assessment module improves the consistency and accuracy associated with estimating damage to a property.

公开(公告)号：US09530333B1

公开(公告)日：2016-12-27

申请号：US15076142

申请日：2016-03-21

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Brian Mark Fields ,  Jibo He ,  John A. Nepomuceno ,  Steve Roberson ,  Bryan Allen Plummer ,  Kurtis C. Houdek ,  Neeraj Jain

IPC: G09B9/04 ,  G09B19/16 ,  G09B5/00 ,  A61B5/16 ,  A61B5/18 ,  G09B9/02 ,  G09B9/052

CPC classification number: G09B19/167 ,  A61B5/16 ,  A61B5/18 ,  B60W40/09 ,  B60W2050/0064 ,  B60W2050/0089 ,  G07C3/00 ,  G08G1/0104 ,  G09B5/00 ,  G09B9/02 ,  G09B9/04 ,  G09B9/052 ,  G09B19/14 ,  G09B19/16

Abstract: A method includes, during a driving session in which a student driver operates a vehicle, gathering driving skill data indicative of at least one of behavior of the student driver, acceleration of the vehicle, braking of the vehicle, or steering of the vehicle, and gathering comments from a driving instructor about the driving session. The method also includes generating a driving session report corresponding to the driving session. The driving session report includes at least one score based on the driving skill data, and the comments from the driving instructor about the driving session. Still further, the method includes causing the driving session report to be displayed on a display device.

公开(公告)号：US09478150B1

公开(公告)日：2016-10-25

申请号：US15005498

申请日：2016-01-25

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Brian Mark Fields ,  Jibo He ,  John Adrian Nepomuceno ,  Steve Roberson ,  Bryan Allen Plummer ,  Kurtis C. Houdek ,  Neeraj Jain

IPC: G09B9/04 ,  G09B19/16 ,  G09B19/14 ,  B60W40/09 ,  G08G1/01 ,  G07C3/00 ,  G09B9/02

CPC classification number: G09B19/167 ,  A61B5/16 ,  A61B5/18 ,  B60W40/09 ,  B60W2050/0064 ,  B60W2050/0089 ,  G07C3/00 ,  G08G1/0104 ,  G09B5/00 ,  G09B9/02 ,  G09B9/04 ,  G09B9/052 ,  G09B19/14 ,  G09B19/16

Abstract: A method includes, for each of two or more driving sessions in which a student driver operates a vehicle, gathering driving skill data indicative of at least one of behavior of the student driver, acceleration of the vehicle, braking of the vehicle, or steering of the vehicle, and generating a driving session report. The method further includes causing the driving session reports corresponding to the two or more driving sessions to be displayed to a driving instructor, and receiving comments from the driving instructor about the two or more driving sessions of the student driver. Still further, the method includes storing the driving session reports corresponding to the two or more driving sessions along with the received comments from the driving instructor.

Abstract translation: 一种方法包括对于学生驾驶员操作车辆的两个或更多个驾驶会话中的每一个，收集指示学生驾驶员的行为，车辆加速度，车辆制动或车辆的转向中的至少一个的驾驶技能数据 车辆，并产生驾驶会议报告。 所述方法还包括使与所述两个或更多个驾驶会话相对应的驾驶会话报告显示给驾驶教练，以及接收来自驾驶教练关于学生驾驶员的两个或多个驾驶课程的意见。 此外，该方法包括存储与两个或更多个驾驶会话相对应的驾驶会话报告以及来自驾驶教练的接收的评论。

公开(公告)号：US09262564B2

公开(公告)日：2016-02-16

申请号：US14323626

申请日：2014-07-03

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Bryan Allen Plummer ,  Drew Cross ,  Nathan L. Tofte

IPC: G01B21/30 ,  G06F17/50 ,  G06Q40/00 ,  G06Q40/08 ,  G06T7/00 ,  G06T17/00

CPC classification number: G06Q40/08 ,  G06F17/5009 ,  G06Q20/10 ,  G06Q30/0278 ,  G06Q40/00 ,  G06T7/00 ,  G06T7/0004 ,  G06T7/187 ,  G06T15/08 ,  G06T17/00 ,  G06T2210/56 ,  G06T2219/012 ,  H04N13/204

Abstract: A damage assessment module operating on a computer system automatically evaluates a roof, estimating damage to the roof by analyzing a point cloud of a roof. The damage assessment module identifies individual shingles from the point cloud and detects potentially damaged areas on each of the shingles. The damage assessment module then maps the potentially damaged areas of each shingle back to the point cloud to determine which areas of the roof are damaged. Based on the estimation, the damage assessment module generates a report on the roof damage.

Abstract translation: 在计算机系统上运行的损伤评估模块自动评估屋顶，通过分析屋顶的点云来估计对屋顶的损坏。 损伤评估模块识别点云中的各个瓦楞，并检测每个木瓦上的潜在损坏区域。 损坏评估模块然后将每个木瓦的潜在损坏区域映射回点云，以确定屋顶的哪些区域被损坏。 根据估计，损伤评估模块生成屋顶损坏报告。

公开(公告)号：US20150339527A1

公开(公告)日：2015-11-26

申请号：US14282437

申请日：2014-05-20

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Bryan Allen Plummer ,  Parker Andrew Brown ,  Brian Mark Fields ,  Steve Roberson

IPC: G06K9/00

CPC classification number: G06F3/013 ,  G06K9/00268 ,  G06K9/00597 ,  G06K9/00845

Abstract: A gaze tracking system captures images of a vehicle operator's face using an image sensor device positioned within a vehicle. The gaze tracking system may be detect facial features from each image and track the position of facial features over time. The gaze tracking system may use the detected facial features to track the vehicle operator's head pose and gaze direction. The images may be captured and analyzed in near-real time. By tracking movement of the driver's head and eyes over time, the gaze analysis system may predict or estimate head position and/or gaze direction when one or more facial features are not detectable. The gaze tracking system may generate a report regarding the vehicle operator's gaze distribution. The report may be saved to memory and may be graphically displayed at a screen.

Abstract translation: 注视跟踪系统使用位于车辆内的图像传感器装置捕获车辆驾驶员的脸部的图像。 注视跟踪系统可以检测每个图像的面部特征并跟踪面部特征随时间的位置。 注视跟踪系统可以使用检测到的面部特征来跟踪车辆操作者的头部姿势和注视方向。 可以近似实时地拍摄和分析图像。 通过跟踪驾驶员的头部和眼睛随着时间的移动，当一个或多个面部特征不可检测时，注视分析系统可预测或估计头部位置和/或注视方向。 注视跟踪系统可以产生关于车辆操作者的注视分布的报告。 该报告可能会保存到内存中，并可能以图形方式显示在屏幕上。