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학술대회 프로시딩

홈 홈 > 연구문헌 > 학술대회 프로시딩 > IPIU (영상처리 및 이해에 관한 워크샵) > IPIU 2018 (제30회 영상처리 및 이해에 관한 워크샵)

IPIU 2018 (제30회 영상처리 및 이해에 관한 워크샵)

Current Result Document : 153 / 282 이전건 이전건   다음건 다음건

한글제목(Korean Title) 랜덤 문자 선택을 활용한 YOLO v2 기반 필기체 한자 검출
영문제목(English Title)
저자(Author) 류준환   김민성   최현철   김성호  
원문수록처(Citation) VOL 30 NO. 01 PP. P2 ~ 0040 (2018. 02)
한글내용
(Korean Abstract)
영문내용
(English Abstract)
In this paper, we propose a deep learning-based method to detect Chinese characters. There are some previous researches related to general chinese character detection, but there are no precedent studies to detect Chinese characters. In addition, there is a difficulty in that the experts have difficulty in reading because of the mixed use of languages of different ethnic groups, and it takes more time for education, budget, and manpower than experts. Therefore, we propose a detection method using the deep learning method which shows the superior performance in recent detection technology. You Only Look Once (YOLO) is a suitable method for object detection and recognition in images because a single neural network predicts bounding boxes directly through a single evaluation in the whole image and calculates the probability of a class in real-time. So, we propose a fine-tuned method to detect Chinese character based on the YOLO v2 framework.
키워드(Keyword)
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