METHOD APPARATUS AND COMPUTER PROGRAM FOR TRAINING ARTIFICIAL INTELLIGENCE MODEL FOR GENERATING SURFACE DATA FROM POINT CLOUD DATA

METHOD APPARATUS AND COMPUTER PROGRAM FOR TRAINING ARTIFICIAL INTELLIGENCE MODEL FOR GENERATING SURFACE DATA FROM POINT CLOUD DATA

Provided are a method, an apparatus and a computer program for training an artificial intelligence model for generating ground surface data from point cloud data. In accordance with various embodiments of the present invention, the method for training an artificial intelligence model for generating...

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Hauptverfasser: LEE SEHWAN, JEONG SANG WON, JEONG HAWOOK, KIM HEEKON
Format: Patent
Sprache:eng ; kor
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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creator LEE SEHWAN
JEONG SANG WON
JEONG HAWOOK
KIM HEEKON
description Provided are a method, an apparatus and a computer program for training an artificial intelligence model for generating ground surface data from point cloud data. In accordance with various embodiments of the present invention, the method for training an artificial intelligence model for generating ground surface data from point cloud data, includes the following steps of: collecting point cloud data about a predetermined area; extracting ground surface data from the collected point cloud data by using a pre-generated surface map; and training an artificial intelligence model by using the collected point cloud data and the extracted ground surface data as learning data. 포인트 클라우드 데이터로부터 지표면 데이터를 생성하기 위한 인공지능 모델의 학습 방법, 장치 및 컴퓨터프로그램이 제공된다. 본 발명의 다양한 실시예에 따른 포인트 클라우드 데이터로부터 지표면 데이터를 생성하기 위한 인공지능 모델의 학습 방법은 소정의 지역에 대한 포인트 클라우드 데이터를 수집하는 단계, 기 생성된 지표면 맵을 이용하여 상기 수집된 포인트 클라우드 데이터로부터 지표면 데이터를 추출하는 단계 및 상기 수집된 포인트 클라우드 데이터 및 상기 추출된 지표면 데이터를 학습 데이터로 하여 인공지능 모델을 학습시키는 단계를 포함한다.
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In accordance with various embodiments of the present invention, the method for training an artificial intelligence model for generating ground surface data from point cloud data, includes the following steps of: collecting point cloud data about a predetermined area; extracting ground surface data from the collected point cloud data by using a pre-generated surface map; and training an artificial intelligence model by using the collected point cloud data and the extracted ground surface data as learning data. 포인트 클라우드 데이터로부터 지표면 데이터를 생성하기 위한 인공지능 모델의 학습 방법, 장치 및 컴퓨터프로그램이 제공된다. 본 발명의 다양한 실시예에 따른 포인트 클라우드 데이터로부터 지표면 데이터를 생성하기 위한 인공지능 모델의 학습 방법은 소정의 지역에 대한 포인트 클라우드 데이터를 수집하는 단계, 기 생성된 지표면 맵을 이용하여 상기 수집된 포인트 클라우드 데이터로부터 지표면 데이터를 추출하는 단계 및 상기 수집된 포인트 클라우드 데이터 및 상기 추출된 지표면 데이터를 학습 데이터로 하여 인공지능 모델을 학습시키는 단계를 포함한다.</abstract><oa>free_for_read</oa></addata></record>
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subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
title METHOD APPARATUS AND COMPUTER PROGRAM FOR TRAINING ARTIFICIAL INTELLIGENCE MODEL FOR GENERATING SURFACE DATA FROM POINT CLOUD DATA
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