• 제목/요약/키워드: storage character

검색결과 55건 처리시간 0.024초

Research on a handwritten character recognition algorithm based on an extended nonlinear kernel residual network

  • Rao, Zheheng;Zeng, Chunyan;Wu, Minghu;Wang, Zhifeng;Zhao, Nan;Liu, Min;Wan, Xiangkui
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권1호
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    • pp.413-435
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    • 2018
  • Although the accuracy of handwritten character recognition based on deep networks has been shown to be superior to that of the traditional method, the use of an overly deep network significantly increases time consumption during parameter training. For this reason, this paper took the training time and recognition accuracy into consideration and proposed a novel handwritten character recognition algorithm with newly designed network structure, which is based on an extended nonlinear kernel residual network. This network is a non-extremely deep network, and its main design is as follows:(1) Design of an unsupervised apriori algorithm for intra-class clustering, making the subsequent network training more pertinent; (2) presentation of an intermediate convolution model with a pre-processed width level of 2;(3) presentation of a composite residual structure that designs a multi-level quick link; and (4) addition of a Dropout layer after the parameter optimization. The algorithm shows superior results on MNIST and SVHN dataset, which are two character benchmark recognition datasets, and achieves better recognition accuracy and higher recognition efficiency than other deep structures with the same number of layers.

옵티컬 라이브러리 시스템에서의 어드레싱을 위한 광학 문자 인식 알고리즘 제안 (Optical Character Recognition for Addressing in Optical Library System)

  • 정우영;양현석;유승헌
    • 정보저장시스템학회논문집
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    • 제11권1호
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    • pp.6-10
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    • 2015
  • Optical library system consists of disc magazines, cabinets, transfer robot and drive. Transfer robot delivers desired disc or magazine in cabinet to drive which reads data of disc. Conventional archive system stores discs in a line and transfer robot moves in one dimension. However, to store more discs, new optical archive system, optical library system, is developed which stores discs in two dimension like bookcase. Transfer robot should know the position and stored data of desired magazine to get correct data. In this paper, addressing algorithm using optical character recognition is proposed. Proposed algorithm is evaluated by experiments with implemented system.

3D 모바일 게임용 저용량 3D캐릭터 애니메이션 제작에 관한 연구 (A Study on Production of Low Storage Capacity of Character Animation for 3D Mobile Games)

  • 이지원;김태열;경병표
    • 한국콘텐츠학회논문지
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    • 제5권5호
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    • pp.107-114
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    • 2005
  • 모바일 게임 환경은 하드웨어 폰(Phone)CPU처리 속도 향상, 3D 엔진 탑재, 가용량 메모리 확대 등으로 인하여 차세대 3D 모바일 게임 시장이 활발하게 떠오르고 있다. 최근 이러한 동향에 발맞추어 PS2(PlayStation2)나 온라인(Online)에서 인기를 얻은 3D 게임이 모바일 게임용으로 출시하고 있다. 그러나 모바일 환경은 PC, 콘솔(Console)등의 다른 플랫폼에 비해 하드웨어적 특성이 다르기 때문에 PC기반의 3D 게임을 작은 휴대폰으로 옮기는 것은 단말기의 배터리 용량, 디스플레이 크기의 한계, 게임 콘텐츠 용량, 다른UI(User Interface)등과 같이 휴대 단말기 차원에서의 제약을 받는다. 이러한 많은 제약 중에서 특히 게임 컨텐츠를 축소하여 저용량화 하기 위한 연구의 필요성이 대두되고 있으며, 3D 모바일 게임은 3D 캐릭터가 작은 모바일 화면에서 사실적이며 자유로운 애니메이션이 무엇보다 중요하다. 본 연구는 3D 모바일 게임에 적합하도록 저용량 3D 캐릭터 애니메이션의 제작에 관한 연구를 하였다.

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필기체 문자 인식을 위한 문자 영상 데이터 구축에 관한 연구 (A Study of Construction of Character Image Data for Recognition Handwritten Text)

  • 이향란;고경철;이말례
    • 한국정보과학회 언어공학연구회:학술대회논문집(한글 및 한국어 정보처리)
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    • 한국정보과학회언어공학연구회 2000년도 제12회 한글 및 한국어 정보처리 학술대회
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    • pp.63-67
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    • 2000
  • In order to develop a character recognition system, it is an essential preceding work that gathers an image data of the standard. On this purpose a data of the digitized images of a handwritten characters was collected. The types of a gathered image data are Korean character, Chiness character, Numeral, English character, Special character, and so on. This paper deals with a handwritten character image data base, and the image data base different from the general storage structure of a lame capacity multimedia was designed and builded.

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다중 언어로 작성된 문서 파일에 적용된 문자 인코딩 자동 인식 기법 (A Method for Automatic Detection of Character Encoding of Multi Language Document File)

  • 서민지;김명호
    • 정보과학회 컴퓨팅의 실제 논문지
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    • 제22권4호
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    • pp.170-177
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    • 2016
  • 문자 인코딩은 문서를 컴퓨터에서 이용할 수 있도록 문자 코드 테이블을 이용하여 이진화하는 방법이다. 이진화된 문서를 읽기 위해서는, 문서에 적용된 문자 코드를 이용하여 문자 인코딩을 알아내야 한다. 본 논문에서는 문서의 문자 인코딩을 자동으로 판별하는 방법을 제시한다. 제안하는 방법은 이스케이프 문자를 이용한 판별법, 문서에 나타난 코드 값 범위 판별법, 문서에 나타난 코드 값의 특징 판별법, 각 언어별 자주 사용하는 단어를 이용한 판별법과 같은 여러 단계를 걸쳐 문서에 적용된 문자 인코딩을 판별한다. 자주 사용하는 단어를 이용한 방법은 문서를 언어별로 분류하여 문자 인코딩을 판별하기 때문에, 다국어 문서에서 기존의 방법보다 높은 문자 인코딩 인식률을 보인다. 주로 표현하는 언어의 비중이 20% 미만일 경우, 기존의 방법은 약 50%의 문자 인코딩 인식률을 보였으나, 제안하는 방법은 문자 인코딩에서 표현하는 언어의 비중과는 상관없이 96% 이상의 문자 인코딩 인식률을 보였다.

과립형 β-삼인산칼슘을 사용한 Brushite계 골시멘트의 보관 조건에 따른 경화 특성 (Effect of Storage Conditions on the Setting Properties of Brushite Bone Cement Containing Granular β-Tricalcium Phosphate)

  • 이선애;정태주;오경식
    • 한국세라믹학회지
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    • 제45권10호
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    • pp.625-630
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    • 2008
  • In the bone cement composed of dense granules of $\beta-Ca_3(PO_4){_2}(\beta-TCP)$ and $Ca(H_2PO_4){_2}H_2O$, the compressive strength, setting time and temperature rise were measured to observe the degradation of cement with respect to the stored days before setting. Decreases of compressive strength and temperature rise were observed, while setting time increased with respect to the stored days. The similar trends were repeated with the increase of temperature of storage. Such a change virtually meant the fading of the character of cement and it took place only when the two starting materials were mixed during storage. The degradation could be mitigated taking advantage of granular $\beta$-TCP instead of powdery one. The formation of $CaHPO_4$, which resulted from reaction with ambient humidity, was attributed to the degradation observed during storage. Dependence of the degradation behavior on mixing and temperature during storage was discussed in terms of the driving force for reaction of cement.

사찰 성보박물관의 공간구성에 관한 연구 (A Study on space organization of the SeongBo(聖寶)Museum's of The Buddhist Temple)

  • 박현정;김개천
    • 한국실내디자인학회논문집
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    • 제16권6호
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    • pp.205-212
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    • 2007
  • It is a world wide tread for museums to become specialized museums emphasizing their characteristics, but Seongbo museums(museums that preserve Buddhist artifacts) are more general and show no specialization or characterization. The purpose of this study is to emphasize the special character of the Seongbo museum which manages and maintains sacred Buddhist cultural artifacts, and to understand the architectural characteristics of the building distribution and interior composition to implement a more systematic spatial composition plan. For our analysis we selected 6 currently operating museums as our subjects, and analyzed the characteristics of their spatial composition through their plans including the plot plans and ground plans. As a result, we found that most of them were small scale museums, and that the character and rank of each building changed according to its positioning. In terms of areas, the museums consisted of exhibition areas, storage areas, maintenance areas, and other miscellaneous areas and were lacking areas for research and education. It is necessary for these museums to possess facilities for managing these cultural artifacts as well as adequate exhibition and storage spaces. Seongbo museums, which are connected with Buddhist temples, must possess differentiated preservation and maintenance methods unlike museums dealing with artifacts that need only be preserved, and must have an area plan suitable to the characteristics of the various artifacts near and around the temple so as to help build our Buddhist cultural heritage in a systematic and continuous matter.

옛한글 문서의 전자문서화와 정보공유 방법 제안 (Digitization of Old Korean Texts with Obsolete Korean Characters and Suggestion for Improvement of Information Sharing)

  • 김하영;유우식
    • 보존과학회지
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    • 제37권3호
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    • pp.255-269
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    • 2021
  • 옛한글로 저술된 자료는 활자 인쇄본, 목판 인쇄본, 필사본, 고소설, 서간 등 방대한 자료가 한국학중앙연구원 장서각을 비롯하여 많은 기관에 소장되어 있다. 옛한글을 전산정보화하기 위해서는 수작업에 의한 '입력'과정이 필요하다. 옛한글 문서의 전자문서화 작업이 오랫동안 진행되어 왔으나 옛한글을 전공한 연구자 개인의 노력으로 옛한글을 읽고 입력하여 전자자료화되고 있는 실정이다. 연구자의 숙련도가 개인적인 작업능력의 향상에 머무르고 기술의 축적으로 이어지지 못한다. 현재까지 극히 일부분의 옛한글 문서만이 소개되고 대부분의 자료는 수장고에 보관되어 있는 상태이다. 어렵게 전자문서화된 옛한글 고문서도 전자기기 간의 호환성 문제로 정보 공유 및 표시에도 어려움이 있다. 옛한글 문서의 전자문서화의 작업효율을 높이고 전자문서화 기술의 축적을 위해서는 옛한글의 입력, 표시, 저장 방법의 개선을 비롯하여 옛한글 문서의 이미지 분석을 통한 광학적 문자인식(OCR)의 개발이 필요하다.

쿼드트리로 구성된 한글 문서 영상에서의 문자추출에 관한 연구 (EXTRACTION OF CHARACTERS FROM THE QUADTREE ENCODE DOCUMENT IMAGE OF HANGUL)

  • 백은경;조동섭
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1991년도 추계학술대회 논문집 학회본부
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    • pp.201-204
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    • 1991
  • In this paper the method of representing the document image by the quadtree data structure, and extracting each character seperately from the constructed quadtree are described. The document image is represented by a binary encoded quadtree and the segmentation is performed according to the information of each leaf node of the quadtree. Then, each character is extracted by the relation of positions of segments. This method enables to extract characters without examining every pixel in the image and the required storage of document image is decreased.

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Properties of Dextransucrase from Leuconostoc mesenteroides Isolated from Sikhae

  • Rhee, Suk-Hyung;Lee, Cheal-Ho
    • Journal of Microbiology and Biotechnology
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    • 제1권3호
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    • pp.176-181
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    • 1991
  • Studies on the optimum conditions for dextran production and the properties of dextransucrase (DS) were performed with Leuconostoc mesenteroides from Sikhae and Leuconostoc mesenteroides NRRL B-512(F). Dextransucrases were partially purified by lyophilization of the culture supernatant and subsequent gel chromatography on Bio-Gel A-5(m). The storage stabilities of Sikhae DS and B-512(F) DS were decreaed by the addition of dextranase. The optimum conditions for the enzyme stability were pH 5 and below $30^{\circ}C$. The B-512(F) DS lost the activity at pH 4, while Sikhae DS had 30% of the activity at the same pH. The activity of DS was decreased by EDTA. confirming the metalloprotein character of the enzymes, and was restored by the addition of calcium ions. Concanavalin A completely removed the activity of DSs, confirming the glycoprotein character of the enzymes.

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