인공지능 기반 수계오염원 모니터링 시스템 및 방법이 제시된다. 일 실시예에 따른 컴퓨터 장치를 통해 구현되는 인공지능 기반 수계오염원 모니터링 방법은, 모니터링 대상 지역의 RGB, 다중분광 및 열적외선 중 적어도 어느 하나 이상의 영상을 이용하여 입력 데이터를 생성하는 단계; 상기 입력 데이터를 학습된 이미지 딥러닝 뉴럴 네트워크에 입력하여 오염원의 종류 또는 상태에 대한 정보를 분석하는 단계; 및 상기 오염원을 모니터링하도록 이미지의 위치 정보를 활용하여 상기 오염원의 종류 또는 상태에 대한 정보를 표시하는 단계를 포함하여 이루어질 수 있다.
Disclosed are an artificial intelligence-based water quality pollution source monitoring system and method. According to one embodiment of the present invention, the artificial intelligence-based water quality pollution source monitoring method implemented through a computer device may comprise: a step of generating input data by using at least any one of RGB, multiple spectroscopy, and thermal infrared images of an area to be monitored; a step of analyzing information on a type or state of a pollution source by inputting the input data to a trained image deep learning neural network; and a step of displaying information on the type or state of the pollution source by using location information of an image to monitor the pollution source.
Artificial Intelligence-based Water Quality Contaminant Monitoring System and Method
인공지능 기반 수계오염원 모니터링 시스템 및 방법
2023-03-07
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 / B64C AEROPLANES , Flugzeuge / G01N Untersuchen oder Analysieren von Stoffen durch Bestimmen ihrer chemischen oder physikalischen Eigenschaften , INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES / G05D SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES , Systeme zum Steuern oder Regeln nichtelektrischer veränderlicher Größen / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
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