영상인식과 딥 러닝(deep learning) 기법을 사용하여 사고 위험성이 높은 차량이나 사람 및 도로를 예측하고, 예측 결과를 관제센터에 전송하여 신속하게 후속 조치를 취하도록 함으로써 사고를 미리 방지할 수 있도록 한 인공지능 기반의 교통사고 예측시스템 및 그 방법에 관한 것으로서, 카메라를 통해 촬영된 영상으로부터 객체를 인식하고, 인식한 객체에 대하여 인공지능 기반 사고확률 알고리즘으로 분석하여 사고 확률을 예측하며, 예측 결과 사고 발생이 예측되면 사고 예측 데이터를 관제 센터에 전송하는 차량 시스템 및 차량 시스템으로부터 전송된 사고 예측 데이터를 분석하여 긴급도에 따라 관계기관에 조치 정보를 전송하고, 사고 예측 데이터를 이용하여 사고 확률에 대해 학습을 하고, 학습 결과를 차량 시스템으로 전송하여 인공지능 기반 사고 확률 알고리즘을 갱신하는 관제 센터를 포함하여, 인공지능 기반의 교통사고 예측시스템을 구현한다.

    The present invention relates to: a system for predicting a traffic accident on the basis of artificial intelligence, the system using image recognition and deep learning techniques so as to predict a vehicle, a person or a road that are at high risk for an accident, and transmitting a predicted result to a control center so as to quickly take follow-up actions, thereby enabling an accident to be prevented in advance; and a method therefor. The system for predicting a traffic accident on the basis of artificial intelligence is implemented by comprising: a vehicle system, which recognizes an object from an image captured through a camera, analyzes the recognized object with an artificial intelligence-based accident probability algorithm so as to predict an accident probability, and transmits accident prediction data to a control center when the occurrence of an accident is predicted as a result of the prediction; and the control center, which analyzes the accident prediction data transmitted from the vehicle system so as to transmit action information to authorities according to the degree of emergency, learns the accident probability by using the accident prediction data, and transmits the learning result to the vehicle system so as to update the artificial intelligence-based accident probability algorithm.


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    Titel :

    Artificial intelligence based traffic accident prediction system and method


    Weitere Titelangaben:

    인공지능 기반의 교통사고 예측시스템 및 그 방법


    Erscheinungsdatum :

    2019-10-11


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Koreanisch


    Klassifikation :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06K Erkennen von Daten , RECOGNITION OF DATA / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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