公开(公告)号：US20210142123A1

公开(公告)日：2021-05-13

申请号：US17155633

申请日：2021-01-22

申请人： Aon Benfield Inc.

发明人： Takeshi Okazaki

IPC分类号： G06K9/62 ,  G06N3/08 ,  G06N20/20 ,  G06K9/46 ,  G06T7/00 ,  G06K9/00

摘要： In an illustrative embodiment, methods and systems for automatically categorizing a condition of a property characteristic may include obtaining aerial imagery of a geographic region including the property, identifying features of the aerial imagery corresponding to the property characteristic, analyzing the features to determine a property characteristic classification, and analyzing a region of the aerial imagery including the property characteristic to determine a condition classification.

公开(公告)号：US20220058447A1

公开(公告)日：2022-02-24

申请号：US17518304

申请日：2021-11-03

申请人： Aon Benfield Inc.

发明人： Takeshi Okazaki

IPC分类号： G06K9/62 ,  G06K9/00 ,  G06N20/20 ,  G06T7/00 ,  G06N3/08 ,  G06K9/46

摘要： In one aspect, classifying features and feature conditions of a property represented in digital imagery includes training a characteristic classifier for applying multilayer artificial perception to classifying features represented in a property image into feature classifications, training a condition classifier for applying multilayer artificial perception to classifying a condition of each feature into one of a set of condition qualifiers, accessing digital image(s) of a property, and applying a machine learning analysis model including the characteristic classifier and the condition classifier to the digital image(s) to identify, for each feature represented in the image(s), a feature classification and a condition qualifier.

公开(公告)号：US10529029B2

公开(公告)日：2020-01-07

申请号：US15714376

申请日：2017-09-25

申请人： Aon Benfield Inc.

发明人： Takeshi Okazaki

IPC分类号： G06Q40/00 ,  G06Q40/08 ,  G06N3/04 ,  G06N3/08 ,  G06K9/62 ,  G06K9/00 ,  G06T11/60 ,  G06F16/51 ,  G06K9/46

摘要： In an illustrative embodiment, methods and systems for automatically categorizing a repair condition of a property characteristic may include obtaining aerial imagery of a geographic region including the property, identifying features of the aerial imagery corresponding to the property characteristic, analyzing the features to determine a property characteristic classification, and analyzing a region of the aerial imagery including the property characteristic to determine a condition classification. The methods and systems may further include determining, using the property characteristic classification and the condition classification, a risk estimate of damage to the property due to one or more disasters and/or a cost estimate of repair or replacement of the property characteristic.

公开(公告)号：US20150120333A1

公开(公告)日：2015-04-30

申请号：US14062403

申请日：2013-10-24

申请人： AON BENFIELD INC.

发明人： STEPHEN CHARLES FIETE ,  STEPHEN JOHN MARTIN MILDENHALL

IPC分类号： G06Q40/08

CPC分类号： G06Q40/08

摘要： Systems and methods of the present technology provide the capability to adjust historical claim frequency and/or claim severity data using a weather score process.

摘要翻译： 本技术的系统和方法提供了使用天气评分处理来调整历史声明频率和/或声明严重度数据的能力。

公开(公告)号：US20150120332A1

公开(公告)日：2015-04-30

申请号：US14062277

申请日：2013-10-24

申请人： AON BENFIELD, INC.

发明人： STEPHEN JOHN MARTIN MILDENHALL ,  KIRK WILLIAM DYBVIK

IPC分类号： G06Q40/08

CPC分类号： G06Q40/08

摘要： Systems and methods of the present technology provide the capability to determine risk exposure of points of interest (e.g., insured locations) based on the occurrence of an event (e.g., a catastrophic event). The systems and methods use two-dimensional convolution and FFT processing to provide quick determinations.

摘要翻译： 本技术的系统和方法提供了基于事件的发生（例如，灾难性事件）来确定兴趣点（例如，保险位置）的风险暴露的能力。 系统和方法使用二维卷积和FFT处理来提供快速确定。

公开(公告)号：US20240346308A1

公开(公告)日：2024-10-17

申请号：US18540335

申请日：2023-12-14

申请人： Aon Benfield Inc.

发明人： Takeshi Okazaki

IPC分类号： G06N3/08 ,  G06F18/241 ,  G06N20/20 ,  G06T7/00 ,  G06V10/46 ,  G06V10/764 ,  G06V10/82 ,  G06V20/10 ,  G06V20/13

CPC分类号： G06N3/08 ,  G06F18/241 ,  G06N20/20 ,  G06T7/0002 ,  G06V10/462 ,  G06V10/764 ,  G06V10/82 ,  G06V20/13 ,  G06V20/176

摘要： In an illustrative embodiment, methods and systems for automatically categorizing a condition of a property characteristic may include obtaining aerial imagery of a geographic region including the property, identifying features of the aerial imagery corresponding to the property characteristic, analyzing the features to determine a property characteristic classification, and analyzing a region of the aerial imagery including the property characteristic to determine a condition classification.

公开(公告)号：US11853889B2

公开(公告)日：2023-12-26

申请号：US18196194

申请日：2023-05-11

申请人： Aon Benfield Inc.

发明人： Takeshi Okazaki

IPC分类号： G06Q40/00 ,  G06N3/08 ,  G06N20/20 ,  G06T7/00 ,  G06F18/241 ,  G06V10/764 ,  G06V10/82 ,  G06V20/10 ,  G06V10/46 ,  G06V20/13

CPC分类号： G06N3/08 ,  G06F18/241 ,  G06N20/20 ,  G06T7/0002 ,  G06V10/462 ,  G06V10/764 ,  G06V10/82 ,  G06V20/13 ,  G06V20/176

摘要： In an illustrative embodiment, methods and systems for automatically categorizing a condition of a property characteristic may include obtaining aerial imagery of a geographic region including the property, identifying features of the aerial imagery corresponding to the property characteristic, analyzing the features to determine a property characteristic classification, and analyzing a region of the aerial imagery including the property characteristic to determine a condition classification.

公开(公告)号：US11687768B2

公开(公告)日：2023-06-27

申请号：US17989991

申请日：2022-11-18

申请人： Aon Benfield Inc.

发明人： Takeshi Okazaki

IPC分类号： G06Q40/00 ,  G06F18/241 ,  G06N20/20 ,  G06T7/00 ,  G06N3/08 ,  G06V10/46 ,  G06V20/13

CPC分类号： G06F18/241 ,  G06N3/08 ,  G06N20/20 ,  G06T7/0002 ,  G06V10/462 ,  G06V20/13

摘要： In an illustrative embodiment, methods and systems for automatically assessing damage vulnerability of a property include accessing digital images of a property parcel having a first structure thereon, classifying features visible in the images, including at least one feature of the first structure and at least one feature present in a neighborhood of the property parcel, to determine at least one of characteristic of each feature, determining a spatial relationship between a first structure and each manmade and/or natural feature represented by the classified features, and applying a property loss risk profile, based at least in part on the determined characteristics and the determined spatial relationships, to calculate a risk estimate for the first structure under at least one risk scenario.

公开(公告)号：US11551040B2

公开(公告)日：2023-01-10

申请号：US17825531

申请日：2022-05-26

申请人： Aon Benfield Inc.

发明人： Takeshi Okazaki

IPC分类号： G06Q20/00 ,  G06K9/62 ,  G06N3/08 ,  G06N20/20 ,  G06T7/00 ,  G06V10/46 ,  G06V20/13

摘要： In an illustrative embodiment, methods and systems for automatically categorizing a condition of a property characteristic may include obtaining aerial imagery of a geographic region including the property, identifying features of the aerial imagery corresponding to the property characteristic, analyzing the features to determine a property characteristic classification, and analyzing a region of the aerial imagery including the property characteristic to determine a condition classification.