| 논문명 | 건물 설비 명판의 광학문자인식 적용성 검토 및 후처리 방법 개발/Optical Character Recognition of Building Equipment Nameplate: Applicability Review and Development of Post-processing Method |
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| 저자명 | 박관용(Park, Gwan-Yong) ; 이용하(Lee, Yong-Ha) ; 양창윤(Yang, Chang-Yoon) ; 박창영(Park, Chang-Young) |
| 발행사 | 한국건축친환경설비학회 |
| 수록사항 | 한국건축친환경설비학회 논문집 , Vol.16 No.6 |
| 페이지 | 시작페이지(465) 총페이지(11) |
| ISSN | 1976-6483 |
| 주제분류 | 환경및설비 |
| 주제어 | 광학문자인식; 건물 에너지 검진; 건물 설비 Optical Character Recognition; Building Energy Audit; Building Equipment |
| 요약2 | Building energy audit is an essential step in retrofitting old buildings. Reading nameplates to investigate the specification of the equipment is labor-intensive. In this study, the possibility of the automatic recognition of nameplates by OCR (Optical Character Recognition) was reviewed. The key and value text are written sequentially on the nameplate. Taking this into consideration, the value text was recognized from the text and bounding box of the detected key. To improve the accuracy, a post-process was developed to correct the bounding box and character recognition results. The accuracy of value character recognition before and after post-processing was evaluated as 0.658 and 0.850 respectively. |
| 소장처 | 한국건축친환경설비학회 |