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.
SYSTEM AND METHOD FOR PREDICTING VEHICLE ACCIDENTS
차량 사고 예측 시스템 및 그 방법
2023-06-05
Patent
Electronic Resource
Korean
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 |
Predicting wet weather accidents
Elsevier | 1980
|British Library Conference Proceedings | 1997
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