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Found results for
 patents
1.
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PLATFORM, SYSTEMS, AND METHODS FOR IDENTIFYING CHARACTERISTICS AND CONDITIONS OF PROPERTY FEATURES THROUGH IMAGERY ANALYSIS
| Application Number |
18941152 |
| Status |
Pending |
| Filing Date |
2024-11-08 |
| First Publication Date |
2025-02-27 |
| Owner |
Aon Re, Inc. (USA)
|
| Inventor |
Okazaki, Takeshi
|
Abstract
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.
IPC Classes ?
- G06N 3/08 - Learning methods
- G06F 18/241 - Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06N 20/20 - Ensemble learning
- G06T 7/00 - Image analysis
- G06V 10/46 - Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]Salient regional features
- G06V 10/764 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
- G06V 10/82 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
- G06V 20/10 - Terrestrial scenes
- G06V 20/13 - Satellite images
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2.
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Platform, systems, and methods for identifying characteristics and conditions of property features through imagery analysis
| Application Number |
18540335 |
| Grant Number |
12205031 |
| Status |
In Force |
| Filing Date |
2023-12-14 |
| First Publication Date |
2024-10-17 |
| Grant Date |
2025-01-21 |
| Owner |
Aon Re, Inc. (USA)
|
| Inventor |
Okazaki, Takeshi
|
Abstract
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.
IPC Classes ?
- G06Q 40/00 - FinanceInsuranceTax strategiesProcessing of corporate or income taxes
- G06F 18/241 - Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06N 3/08 - Learning methods
- G06N 20/20 - Ensemble learning
- G06T 7/00 - Image analysis
- G06V 10/46 - Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]Salient regional features
- G06V 10/764 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
- G06V 10/82 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
- G06V 20/10 - Terrestrial scenes
- G06V 20/13 - Satellite images
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3.
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Platform, systems, and methods for identifying characteristics and conditions of property features through imagery analysis
| Application Number |
18196194 |
| Grant Number |
11853889 |
| Status |
In Force |
| Filing Date |
2023-05-11 |
| First Publication Date |
2023-09-07 |
| Grant Date |
2023-12-26 |
| Owner |
AON RE, INC. (USA)
|
| Inventor |
Okazaki, Takeshi
|
Abstract
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.
IPC Classes ?
- G06Q 40/00 - FinanceInsuranceTax strategiesProcessing of corporate or income taxes
- G06N 3/08 - Learning methods
- G06N 20/20 - Ensemble learning
- G06T 7/00 - Image analysis
- G06F 18/241 - Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06V 10/764 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
- G06V 10/82 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
- G06V 20/10 - Terrestrial scenes
- G06V 10/46 - Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]Salient regional features
- G06V 20/13 - Satellite images
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4.
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Platform, systems, and methods for identifying characteristics and conditions of property features through imagery analysis
| Application Number |
17989991 |
| Grant Number |
11687768 |
| Status |
In Force |
| Filing Date |
2022-11-18 |
| First Publication Date |
2023-03-16 |
| Grant Date |
2023-06-27 |
| Owner |
AON RE, INC. (USA)
|
| Inventor |
Okazaki, Takeshi
|
Abstract
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.
IPC Classes ?
- G06Q 40/00 - FinanceInsuranceTax strategiesProcessing of corporate or income taxes
- G06F 18/241 - Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06N 20/20 - Ensemble learning
- G06T 7/00 - Image analysis
- G06N 3/08 - Learning methods
- G06V 10/46 - Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]Salient regional features
- G06V 20/13 - Satellite images
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5.
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Platform, systems, and methods for identifying characteristics and conditions of property features through imagery analysis
| Application Number |
17825531 |
| Grant Number |
11551040 |
| Status |
In Force |
| Filing Date |
2022-05-26 |
| First Publication Date |
2022-09-08 |
| Grant Date |
2023-01-10 |
| Owner |
AON RE, INC. (USA)
|
| Inventor |
Okazaki, Takeshi
|
Abstract
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.
IPC Classes ?
- G06Q 20/00 - Payment architectures, schemes or protocols
- G06K 9/62 - Methods or arrangements for recognition using electronic means
- G06N 3/08 - Learning methods
- G06N 20/20 - Ensemble learning
- G06T 7/00 - Image analysis
- G06V 10/46 - Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]Salient regional features
- G06V 20/13 - Satellite images
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6.
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Platform, systems, and methods for identifying characteristics and conditions of property features through imagery analysis
| Application Number |
17518304 |
| Grant Number |
11347976 |
| Status |
In Force |
| Filing Date |
2021-11-03 |
| First Publication Date |
2022-02-24 |
| Grant Date |
2022-05-31 |
| Owner |
AON RE, INC. (USA)
|
| Inventor |
Okazaki, Takeshi
|
Abstract
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.
IPC Classes ?
- G06Q 40/00 - FinanceInsuranceTax strategiesProcessing of corporate or income taxes
- G06K 9/62 - Methods or arrangements for recognition using electronic means
- G06N 20/20 - Ensemble learning
- G06T 7/00 - Image analysis
- G06N 3/08 - Learning methods
- G06V 10/46 - Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]Salient regional features
- G06V 20/13 - Satellite images
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7.
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Platform, systems, and methods for identifying property characteristics and property feature conditions through imagery analysis
| Application Number |
17155633 |
| Grant Number |
11030491 |
| Status |
In Force |
| Filing Date |
2021-01-22 |
| First Publication Date |
2021-05-13 |
| Grant Date |
2021-06-08 |
| Owner |
AON RE, INC. (USA)
|
| Inventor |
Okazaki, Takeshi
|
Abstract
In an illustrative embodiment, methods and systems for automatically assessing features of a property location may include applying first machine learning analysis to at least one image to determine a set of characteristics of the property features, and applying second machine learning analysis to the at least one image to classify a condition of each property feature.
IPC Classes ?
- G06K 9/62 - Methods or arrangements for recognition using electronic means
- G06T 7/00 - Image analysis
- G06N 20/20 - Ensemble learning
- G06K 9/00 - Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06K 9/46 - Extraction of features or characteristics of the image
- G06N 3/08 - Learning methods
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8.
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Platform, systems, and methods for identifying property characteristics and property feature conditions through aerial imagery analysis
| Application Number |
16868113 |
| Grant Number |
11195058 |
| Status |
In Force |
| Filing Date |
2020-05-06 |
| First Publication Date |
2021-03-25 |
| Grant Date |
2021-12-07 |
| Owner |
AON RE, INC. (USA)
|
| Inventor |
Okazaki, Takeshi
|
Abstract
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.
IPC Classes ?
- G06Q 40/00 - FinanceInsuranceTax strategiesProcessing of corporate or income taxes
- G06K 9/62 - Methods or arrangements for recognition using electronic means
- G06K 9/00 - Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06N 20/20 - Ensemble learning
- G06T 7/00 - Image analysis
- G06N 3/08 - Learning methods
- G06K 9/46 - Extraction of features or characteristics of the image
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9.
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Platform, systems, and methods for identifying property characteristics and property feature conditions through aerial imagery analysis
| Application Number |
16733888 |
| Grant Number |
10650285 |
| Status |
In Force |
| Filing Date |
2020-01-03 |
| First Publication Date |
2020-05-07 |
| Grant Date |
2020-05-12 |
| Owner |
AON RE, INC. (USA)
|
| Inventor |
Okazaki, Takeshi
|
Abstract
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.
IPC Classes ?
- G06Q 40/00 - FinanceInsuranceTax strategiesProcessing of corporate or income taxes
- G06K 9/62 - Methods or arrangements for recognition using electronic means
- G06K 9/00 - Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06N 20/20 - Ensemble learning
- G06T 7/00 - Image analysis
- G06N 3/08 - Learning methods
- G06K 9/46 - Extraction of features or characteristics of the image
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10.
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Platform, systems, and methods for identifying property characteristics and property feature maintenance through aerial imagery analysis
| Application Number |
15714376 |
| Grant Number |
10529029 |
| Status |
In Force |
| Filing Date |
2017-09-25 |
| First Publication Date |
2018-03-29 |
| Grant Date |
2020-01-07 |
| Owner |
AON RE, INC. (USA)
|
| Inventor |
Okazaki, Takeshi
|
Abstract
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.
IPC Classes ?
- G06Q 40/00 - FinanceInsuranceTax strategiesProcessing of corporate or income taxes
- G06Q 40/08 - Insurance
- G06N 3/04 - Architecture, e.g. interconnection topology
- G06N 3/08 - Learning methods
- G06K 9/62 - Methods or arrangements for recognition using electronic means
- G06K 9/00 - Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06T 11/60 - Editing figures and textCombining figures or text
- G06F 16/51 - IndexingData structures thereforStorage structures
- G06K 9/46 - Extraction of features or characteristics of the image
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