公开(公告)号：US11810251B2

公开(公告)日：2023-11-07

申请号：US16591928

申请日：2019-10-03

Applicant: GENERAL ELECTRIC COMPANY

Inventor： James Vradenburg Miller ,  Walter V Dixon, III ,  Mohammed Yousefhussien

IPC: G06T17/05 ,  G09B29/12 ,  G09B25/06 ,  G06T7/12 ,  G01C11/28 ,  G06T15/20 ,  G06V20/10 ,  G06V10/764

CPC classification number: G06T17/05 ,  G01C11/28 ,  G06T7/12 ,  G06T15/205 ,  G06V10/764 ,  G06V20/176 ,  G06V20/182 ,  G09B25/06 ,  G09B29/12 ,  G06T2207/10028

Abstract: According to some embodiments, a system, method and non-transitory computer-readable medium are provided comprising an imagery data source storing image data from a plurality of images; a ground point module; a memory storing program instructions; and a ground point processor, coupled to the memory, and in communication with the ground point module and operative to execute the program instructions to: receive image data for an area of interest (AOI); generate a digital surface map from the received image data, wherein the digital surface map includes an elevation value for each of a plurality of points on the digital surface map; generate a ground point sampling based on the elevation values for the plurality of points on the digital surface map; generate an image boundary sampling based on elevation values for the plurality of points along a plurality of edges of the area of interest; and interpolate the generated ground point sampling and the image boundary sampling to generate a digital terrain map. Numerous other aspects are provided.

公开(公告)号：US11869192B2

公开(公告)日：2024-01-09

申请号：US17091725

申请日：2020-11-06

Applicant: General Electric Company

Inventor： Mohammed Yousefhussien ,  Arpit Jain ,  James Vradenburg Miller ,  Achalesh Kumar ,  Walter V Dixon, III

IPC: G06T7/11 ,  G06T17/05 ,  G06Q10/06 ,  G06Q10/0631 ,  G06Q10/0639 ,  G06V20/10 ,  G06V10/764 ,  G06V10/82 ,  G06N3/04 ,  G06N3/08

CPC classification number: G06T7/11 ,  G06Q10/06312 ,  G06Q10/06315 ,  G06Q10/06393 ,  G06T17/05 ,  G06V10/764 ,  G06V10/82 ,  G06V20/188 ,  G06N3/04 ,  G06N3/08 ,  G06T2207/10032 ,  G06T2207/30188

Abstract: According to some embodiments, a system and method are provided comprising a vegetation module to receive image data from an image source; a memory for storing program instructions; a vegetation processor, coupled to the memory, and in communication with the vegetation module, and operative to execute program instructions to: receive image data; estimate a vegetation segmentation mask; generate at least one of a 3D point cloud and a 2.5D Digital Surface Model based on the received image data; estimate a relief surface using a digital terrain model; generate a vegetation masked digital surface model based on the digital terrain model, the vegetation segmentation mask and at least one of the 3D point cloud and the 2.5D DSM; generate a canopy height model based on the generated vegetation masked digital surface model; and generate at least one analysis with an analysis module, wherein the analysis module receives the generated canopy height model prior to execution of the analysis module, and wherein the analysis module uses the generated canopy height model in the generation of the at least one analysis. Numerous other aspects are provided.

公开(公告)号：US11527025B2

公开(公告)日：2022-12-13

申请号：US17091748

申请日：2020-11-06

Applicant: General Electric Company

Inventor： Habib K Abi-Rached ,  Achalesh Kumar ,  Arpit Jain ,  Mohammed Yousefhussien ,  Tapan Shah

IPC: G06T11/20 ,  G06N20/00 ,  G06Q10/06 ,  G06T11/60 ,  G06V20/10

Abstract: According to some embodiments, a system and method are provided comprising a vegetation management module to receive image data from an image source; a memory for storing program instructions; a vegetation management processor, coupled to the memory, and in communication with the vegetation module, and operative to execute program instructions to: receive first image data and second image data for an area of interest; overlay the first image data over the second image data to generate an overlaid image; receive feeder attribute data for at least one feeder in the overlaid image; generate a risk score for the at least one feeder based in part on the received feeder attribute data; and generate a visualization based on the at least one feeder and the generated risk score. Numerous other aspects are provided.