• Journal of Korea Multimedia Society
• /
• v.10 no.2
• /
• pp.218-225
• /
• 2007

This paper presents a technique to detect a document skew that often occurs during document scanning. To correct a skewed document is essential for automatic processing system including character segmentation, character recognition and so on. The proposed algorithm can detect a skew angle exactly by searching characters baselines that have slant information of the document within a candidated area. To reduce processing time, we resized the image small and then established a ROI (region of interest) by morphology operations and connected components analysis. We compared our method with the existing method based on morphology operations and proved correctness and efficiency of the proposed algorithm through experiments and analysis with various kind of document images.

• Journal of radiological science and technology
• /
• v.39 no.2
• /
• pp.263-271
• /
• 2016

The market size of the bone absorptiometric X-ray system and the number of its approval by Ministry of Food and Drug Safety (MFDS) has annually increased, with a trend of increasing aging population and osteoporosis patients. For approval of manufactured or imported medical devices in Republic of Korea, it is required to submit its technical document. Therefore, it is need to develop the technical document guideline for the bone absorptiometric X-ray system for manufacturers, importers and reviewers. First of all, the technical documents which were already approved were examined and analyzed through MFDS approval administration system. Second, safety and performance test standards and methods that match international standards were drawn after conducting survey of the market status and the technology development trend for it, with examination and analysis of applicable domestic and overseas standards. Third, by operating industry-research-government cooperation, the guideline draft on writing technical document for the bone absorptiometric X-ray system was discussed, collecting their opinion. As a result, it is suitable to international and domestic condition, includes test evaluation methods and offer various information with appropriate examples to civil petitioner, when they write the technical documents.

• Journal of radiological science and technology
• /
• v.39 no.4
• /
• pp.651-660
• /
• 2016

Due to recent population aging, the number of check-up for senior citizens has increased steadily. According to this trend, the market size of dental X-ray equipment and the number of approval and review for these devices have simultaneously increased. The technical document of medical device is required for approval and review for medical device, and medical device companies needs to have work comprehension and expertise, as the document needs to include the overall contents such as performances, test criteria, etc.. Yet, since most of domestic manufacturers or importers of medical devices are small businesses, it is difficult for them to recruit professional manpower for approval of medical devices, and submission of inaccurate technical documents has increased. These problems lead to delay of the approval process and to difficulties in quick entering into the market. Especially, the Ministry of Food and Drug safety (MFDS) standards of a dental extra-oral X-ray equipment, a dental intra-oral X-ray equipment, an arm-type computed tomography, and a portable X-ray system have been recently enacted or not. this guideline of dental X-ray equipment adjusting revised standards was developed to help relative companies and reviewers. For this study, first, the methods to write technical document have been reviewed with revised international and domestic regulations and system. Second, the domestic and foreign market status of each item has been surveyed and analyzed. Third, the contents of technical documents already approved by MFDS have been analyzed to select the correct example, test items, criteria, and methods. Finally, the guideline has been developed based on international and domestic regulation, through close review of a consultative body composed of academic, industrial, research institute and government experts.

• Annual Conference on Human and Language Technology
• /
• 2020.10a
• /
• pp.47-53
• /
• 2020

문서 요약은 주어진 문서에서 핵심 내용만을 남긴 간결한 요약문을 생성하는 일로 자연어처리의 주요 분야 중 하나이다. 최근 방대한 데이터로부터 심층 신경망 표상을 학습하는 기술의 발전으로 문서 요약 기술이 급진적으로 진화했다. 이러한 데이터 기반 접근 방식에는 모델의 학습을 위한 양질의 데이터가 필요하다. 그러나 한국어와 같이 잘 알려지지 않은 언어에 대해서는 데이터의 획득이 쉽지 않고, 이를 구축하는 것은 많은 시간과 비용을 필요로 한다. 본 논문에서는 한국어 문서 요약을 위한 대용량 데이터셋을 소개한다. 데이터셋은 206,822개의 기사-요약 쌍으로 구성되며, 요약은 표제 형식의 여러 문장으로 되어 있다. 우리는 구축한 학습 데이터의 적합성을 검증하기 위해 수동 평가 및 여러 주요 속성에 대해 분석하고, 기존 여러 문서 요약 시스템에 학습 및 평가하여 향후 문서 요약 벤치마크 데이터셋으로써 기준선을 제시한다. 데이터셋은 https://github.com/hong8e/KHS.git의 스크립트를 통해 내려받을 수 있다.

• The Transactions of the Korea Information Processing Society
• /
• v.7 no.1
• /
• pp.273-285
• /
• 2000

While page segmentation is an important step in document recognition, there haven's been many researches on it. More improvement is still needed on the segmentation of document elements in complicated or color documents. In this paper, I present a new page segmentation method which can segment pages with multiple columns, dotted lines, graphics, and photographs. I extract all connected components using contour following and combine them depending on the size and positional information of them. Separate text location is done for non-text color regions to extract possible text lines. To see the performance of the proposed method, experiments are done for 180 documents. Four commercial OCR programs are also tested and the proposed method showed the best result.

• Journal of KIISE:Software and Applications
• /
• v.26 no.2
• /
• pp.284-296
• /
• 1999

문자 인식 및 영상 인식 분야의 대부분의 연구들은 이진영상(binary image)을 바탕으로 이루어진다. 하지만, 입력영상에서 보다 많은 정보를 얻기 위해 명도영상(grayscale image) 으로 입력받아 필요한 정보를 추출한후 이진영상으로 변환하여 처리하는 방법도 많이 사용되고 있다. 이런 경우, 명도영상으로부터의 보다 깨끗한 이진영상의 획득 여부는 시스템의 성능과도 밀접한 관계가 있다. 본 논문에서는 기존의 대부분의 이진화 방법과는 달리, 실제 이진화를 수행하기 이전에 여러 가지 필터링 기법을 사용하여 영상의 질을 개선시키는 영상개선기법을 사용한후, 기존의 이진화방법을 사용하여 명도영상을 이진화하는 방법을 제안하고자 한다. 영상의 질을 개선시키기 위해서 BM 필터링, 경게선 개선 필터링, Erosion필터링 방법을 사용하였으며 , 기존의 이진화방법으로는 전역적 이진화 방법중 하나로써 클래스간 분산을 이용한 Ostu 방법[1]을 사용하였다. 다양한 종류의 문서를 대상으로 실험하였는데 평가실험에 사용된 영상은 문서 특성에 따라 균일하지 않은 배경을 가진 영상, 순수하게 텍스트로만 구성된 영상, 선성분이 많으며 명도값이 다양하게 나타나는 영상, 텍스트와 선성분이 함께있는 영상 등 크게 4가지 부류로 구분하였고, 평가대상 영상에 대해 매개변수의 개수, 끊어진/잃어버린 /뭉게진 물체가 적은 정도, 실행속도, 매개변수 결정의 용이성, 잡영이 적은 정도를 평가기준으로 선정한 후, 정량적인 평가가 어려운 항목에 대해서는 9개의 등급으로 나누어 이진화 된 영상의 특성을 분석, 평가하였다.

• Korean Journal of Construction Engineering and Management
• /
• v.20 no.5
• /
• pp.52-60
• /
• 2019

The APR1400 is a 1400MWe nuclear power plant developed through national technology development project over a period about 10years. Approximately 65,000 design drawings are produced for APR1400 construction. In order to maintain consistency among numerous drawings, the highest level of design bases drawings (DBDs) are created according to design bases and this is used in the subsequent design. However, DBDs are produced and managed on a document basis and they are managed various field, it was difficult to accurately reflect the design bases information in the subsequent design. Therefore, this study recognizes limitations of the document based DBDs and develops a system that can accurately reflect the design bases information to subsequent design by adopting BIM based design bases integrated information system. Especially, by introducing DBIL(Design Bases Information Layer) concept, DBIL was created and analyzed based on five design bases(Physical protection, Fire protection, Internal missile protection, Internal flood protection, Radiation protection) applied to APR1400. In the final result DBIL set and Datasheet are integrated of room, design bases information, building data(wall, slab, door, window, penetrations). So it can be used for subsequent design automation and design verification. Furthermore, it is expected that APR1400 DBILs data can be used extensively in constructability and design economics analysis through comparison with next generation nuclear power plant.

• Journal of Korea Multimedia Society
• /
• v.16 no.11
• /
• pp.1288-1296
• /
• 2013

The prominent line at the singe image is the important fact for understanding spatial structure or estimating aesthetic scoring. According to this thesis, the abstraction of the background line helps analyzing vanishing point, reconstitution of 3 dimensions, and determining of image sloppiness. It also makes easy to calculate the rule of thirds. This thesis is composed of section hough transform mapping, prioritizing of the prominent line, and selection of the prominent line. These technologies are departmentalized to be applied abstraction of traffic lane, analyzing of building structure, abstraction of vanishing point, and abstraction of straight line documentation. This gives the choice that users are able to compose technology by considering characteristic of objects and luminous environment. This thesis also can be applied to abstract circle. The interval hough transform is able to select the number of prominent line which users want to abstract. It can analyze important prominent line numbers at the image and then abstract the lines, too. Results of prominent lines by experiments would be show at this thesis.

• Journal of Advanced Navigation Technology
• /
• v.28 no.1
• /
• pp.27-36
• /
• 2024

In this paper, we analyze the unified requirements of international association of classification societies - cyber resilience of ships, ahead of implementation of the agreement on July 1, 2024, and respond to ship cyber security and resilience programs based on 5 requirements, 17 details, and documents that must be submitted or maintained according to the ship's cyber resilience,. Measures include document management such as classification certification documents and design documents, configuration of a network with enhanced security, establishment of processes for accident response, configuration management using software tools, integrated network management, malware protection, and detection of ship network security threats with security management solutions. proposed a technology capable of real-time response.

• Journal of Intelligence and Information Systems
• /
• v.24 no.3
• /
• pp.221-241
• /
• 2018

As we enter the knowledge society, the importance of information as a new form of capital is being emphasized. The importance of information classification is also increasing for efficient management of digital information produced exponentially. In this study, we tried to automatically classify and provide tailored information that can help companies decide to make technology commercialization. Therefore, we propose a method to classify information based on Korea Standard Industry Classification (KSIC), which indicates the business characteristics of enterprises. The classification of information or documents has been largely based on machine learning, but there is not enough training data categorized on the basis of KSIC. Therefore, this study applied the method of calculating similarity between documents. Specifically, a method and a model for presenting the most appropriate KSIC code are proposed by collecting explanatory texts of each code of KSIC and calculating the similarity with the classification object document using the vector space model. The IPC data were collected and classified by KSIC. And then verified the methodology by comparing it with the KSIC-IPC concordance table provided by the Korean Intellectual Property Office. As a result of the verification, the highest agreement was obtained when the LT method, which is a kind of TF-IDF calculation formula, was applied. At this time, the degree of match of the first rank matching KSIC was 53% and the cumulative match of the fifth ranking was 76%. Through this, it can be confirmed that KSIC classification of technology, industry, and market information that SMEs need more quantitatively and objectively is possible. In addition, it is considered that the methods and results provided in this study can be used as a basic data to help the qualitative judgment of experts in creating a linkage table between heterogeneous classification systems.