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노현민(Hyeonmin Ro),김동주(Dongju Kim) 대한전자공학회 2021 대한전자공학회 학술대회 Vol.2021 No.6
There have been many attempts to introduce smart factory and process automation, however, current conveying monitoring systems are completely depending on visual examination and manned system which increasing the fatigue of worker. This paper proposes an abnormal detection of coil conveying system which exploits instance segmentation network of convolutional neural network(CNN) and early warning system. By doing so, we are trying to automate the operation of factories and reduce costs.
노현민(Hyeonmin Ro),김동주(Dongju Kim) 한국정보기술학회 2021 Proceedings of KIIT Conference Vol.2021 No.11
옛 한글 특유의 국한문 혼용과 서체의 다양성 등 옛 한글의 판독 난이도가 높아 옛 한글 기록물에 대한 연구와 발굴이 어려움을 겪고 있다, 이에 한문, 현대 손글씨 OCR과는 차별 된 옛 한글 전용 글자 인식 기술의 필요성이 나타났으며, 이 논문에서는 기술 확보를 위한 데이터셋 구성과 글자체 인식 기술 개발방법을 제안하였다. Researches and exploration on Old Korean is having difficulty since its own features such as mixed use of Korean and Chinese characters and the variety of handwriting styles makes more challenging to decipher the old manuscripts. Therefore the necessity need of character recognition technology exclusive for Old Korean has been appered and this paper proposes efficient way of Old Korean dataset compositions and its own character recognition method.