Invention Grant
- Patent Title: Segmentation and classification of point cloud data
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Application No.: US17009040Application Date: 2020-09-01
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Publication No.: US11698437B2Publication Date: 2023-07-11
- Inventor: Marcos Paul Gerardo Castro , Feng Jin , Jinesh Jain
- Applicant: Ford Global Technologies, LLC
- Applicant Address: US MI Dearborn
- Assignee: FORD GLOBAL TECHNOLOGIES, LLC
- Current Assignee: FORD GLOBAL TECHNOLOGIES, LLC
- Current Assignee Address: US MI Dearborn
- Agency: Bejin Bieneman PLC
- Agent Frank A. MacKenzie
- Main IPC: G06N3/04
- IPC: G06N3/04 ; G01S7/41 ; G01S13/42 ; G01S13/931 ; G06V20/56 ; G06F18/213

Abstract:
A system can include a computer including a processor and a memory, the memory storing instructions executable by the processor to receive point cloud data. The instructions further include instructions to generate a plurality of feature maps based on the point cloud data, each feature map of the plurality of feature maps corresponding to a parameter of the point cloud data. The instructions further include instructions to aggregate the plurality of feature maps into an aggregated feature map. The instructions further include instructions to generate, via a feedforward neural network, at least one of a segmentation output or a classification output based on the aggregated feature map.
Public/Granted literature
- US20220065992A1 SEGMENTATION AND CLASSIFICATION OF POINT CLOUD DATA Public/Granted day:2022-03-03
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