3D RECONSTRUCTION METHOD BASED ON ON-SITE EDGE-CLOUD COLLABORATION FOR CULTIVATED LAND

Patent №

US 11,763,522

Granted

2023-09-19

Filed 2021

Owner

SOUTH CHINA AGRICULTURAL UNIVERSITY

+1 more

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17594450

The disclosure relates to a 3D reconstruction method based on an on-site edge-cloud collaboration for a cultivated land. An edge-cloud collaborative computing architecture is used, such that the edge computing device performs advance calculations after image data is acquired. The edge computing device measures performances of itself and a cloud data center, and arranges and deploys multiple 3D reconstruction containers in the cloud data center for the 3D reconstruction. Multiple reconstruction containers in the cloud data center perform reconstruction tasks in parallel to quickly obtain 3D reconstruction results, and provide them to the edge computing device for retrieval and download. This method is mainly oriented to agricultural project monitoring scenes, to reduce reconstruction time and a data transmission amount of 3D models, in order to improve a response speed and a quality of 3D reconstruction results, for large-scale on-site monitoring, acceptance, and review purposes of agricultural projects.

Machine learningVisionAI hardwareG06T 17/05G06T 7/55G06T 2200/08G06T 2207/10032G06T 2210/08

AI classification

Vision1.00
AI hardware1.00
Machine learning0.93
Planning0.41
Knowledge representation0.12
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

SOUTH CHINA AGRICULTURAL UNIVERSITY

assignment · 609950501

SOUTH CHINA ACADEMY OF NATURAL RESOURCES S&T

assignment · 641110327

Assignors

HU, YUEMING, CHEN, CHUN, XU, CHI, ZHANG, RUI

On an employer assignment, the assignors are typically the inventors.

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