Invention Grant
- Patent Title: 3D submap reconstruction system and method for centimeter precision localization using camera-based submap and LiDAR-based global map
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Application No.: US15684363Application Date: 2017-08-23
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Publication No.: US10762673B2Publication Date: 2020-09-01
- Inventor: Yi Luo , Yi Wang , Ke Xu
- Applicant: TuSimple, Inc.
- Applicant Address: US CA San Diego
- Assignee: TUSIMPLE, INC.
- Current Assignee: TUSIMPLE, INC.
- Current Assignee Address: US CA San Diego
- Agency: Perkins Coie LLP
- Agent Paul Liu
- Main IPC: G06T11/00
- IPC: G06T11/00 ; G01S17/89 ; G01C21/26 ; G06K9/46 ; G06K9/62 ; G01C21/20 ; G01C21/32 ; G01S5/16 ; G06K9/00 ; G01S17/86 ; G01S17/931 ; G01S19/47 ; G01S19/48

Abstract:
A method of localization for a non-transitory computer readable storage medium storing one or more programs is disclosed. The one or more programs comprise instructions, which when executed by a computing device, cause the computing device to perform by one or more autonomous vehicle driving modules execution of processing of images from a camera and data from a LiDAR using the following steps comprising: voxelizing a 3D submap and a global map into voxels; estimating distribution of 3D points within the voxels, using a probabilistic model; extracting features from the 3D submap and the global map; and classifying the extracted features into classes.
Public/Granted literature
Information query
IPC分类:
G | 物理 |
G06 | 计算;推算或计数 |
G06T | 一般的图像数据处理或产生 |
G06T11/00 | 2D〔二维〕图像的生成 |