차량 사고 예측 시스템 및 그 방법이 개시된다. 본 발명의 실시 예에 따른 차량 사고 예측 시스템은, 차량의 사고관련 영상을 콘볼루션 신경망 기반의 선형회귀분석 모델을 통해 학습하여 영상기반 사고 예측 분석 데이터를 생성하는 관제 서버 및 상기 관제 서버로부터 무선으로 수신된 상기 사고 예측 분석 데이터를 업데이트하고, 상기 사고예측 분석 데이터를 토대로 차량의 카메라에서 촬영된 영상을 분석하여 초근미래에 예측되는 사고 예측 이벤트를 경고하는 차량을 포함한다.

    Disclosed are a system for predicting a car accident and a method thereof. According to an embodiment of the present invention, the system for predicting a car accident comprises: a control server learning an image related to a car accident through a convolution neural network-based linear regression analysis model to generate image-based accident prediction analysis data; and a vehicle updating the accident prediction analysis data wireless received from the control server and analyzing an image photographed by a camera of the vehicle based on the accident prediction analysis data to warn an accident prediction event predicted in the near future.


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    Title :

    SYSTEM AND METHOD FOR PREDICTING VEHICLE ACCIDENTS


    Additional title:

    차량 사고 예측 시스템 및 그 방법


    Publication date :

    2023-06-05


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Korean


    Classification :

    IPC:    G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



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