Provided is a method for predicting traffic information based on an image which comprises the steps of: collecting traffic data; mapping traffic information to a target area which is at least a part of a map based on the traffic data, and generating an image for the target area in which the mapped traffic information is expressed; and predicting specific future traffic information of the target area by inputting the image into a machine learning model. The prediction accuracy of future traffic information can be increased.

    이미지 기반 교통 정보 예측 방법은 교통 데이터를 수집하는 단계, 상기 교통 데이터에 기초하여 지도의 적어도 일부인 대상 영역에 교통 정보를 매핑하고, 상기 매핑된 교통 정보가 표현된 상기 대상 영역에 대한 이미지를 생성하는 단계 및 상기 이미지를 머신러닝 모델에 입력하여 상기 대상 영역의 특정 미래의 교통 정보를 예측하는 단계를 포함한다.


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    Title :

    METHOD APPARATUS AND COMPUTER PROGRAM FOR PREDICTING TRAFFIC INFORMATION BASED ON IMAGE


    Additional title:

    이미지 기반 교통 정보 예측 방법, 장치 및 컴퓨터 프로그램


    Contributors:

    Publication date :

    2020-04-20


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Korean


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



    METHOD APPARATUS AND COMPUTER PROGRAM FOR PREDICTING TRAFFIC INFORMATION BASED ON IMAGE

    JUNG WON WOO / KIM IL MYUNG / PARK JAE WOO et al. | European Patent Office | 2022

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    METHOD APPARATUS AND COMPUTER PROGRAM FOR PREDICTING TRAFFIC INFORMATION

    JI BYOUNG SUK / KIM IL MYUNG / JUNG WON WOO et al. | European Patent Office | 2020

    Free access