• 제목/요약/키워드: Character quality

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딥러닝 학습을 이용한 한글 글꼴 자동 제작 시스템에서 글자 쌍의 매핑 기준 평가 (Evaluation of Criteria for Mapping Characters Using an Automated Hangul Font Generation System based on Deep Learning)

  • 전자연;지영서;박동연;임순범
    • 한국멀티미디어학회논문지
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    • 제23권7호
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    • pp.850-861
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    • 2020
  • Hangul is a language that is composed of initial, medial, and final syllables. It has 11,172 characters. For this reason, the current method of designing all the characters by hand is very expensive and time-consuming. In order to solve the problem, this paper proposes an automatic Hangul font generation system and evaluates the standards for mapping Hangul characters to produce an effective automated Hangul font generation system. The system was implemented using character generation engine based on deep learning CycleGAN. In order to evaluate the criteria when mapping characters in pairs, each criterion was designed based on Hangul structure and character shape, and the quality of the generated characters was evaluated. As a result of the evaluation, the standards designed based on the Hangul structure did not affect the quality of the automated Hangul font generation system. On the other hand, when tried with similar characters, the standards made based on the shape of Hangul characters produced better quality characters than when tried with less similar characters. As a result, it is better to generate automated Hangul font by designing a learning method based on mapping characters in pairs that have similar character shapes.

캐릭터산업의 정책변인연구 (Analysis on elements of policy changes in character industry)

  • 한창완
    • 만화애니메이션 연구
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    • 통권33호
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    • pp.597-616
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    • 2013
  • 캐릭터산업은 저작권리를 중심으로 한 지식기반산업이면서 제조업과 서비스업의 판매가치를 촉진시키고 매출효과를 강화하는 보완재적 산업특성을 지니고 있어서 전 산업분야에 걸쳐 기능적으로 작동될 수 있는 창조경제의 핵심동력이다. 2003년부터 시작된 정부의 캐릭터관련 정책은 연관산업간의 연계효과 극대화, 국내 캐릭터의 해외진출확대, 유통구조 개선을 통한 저작권 강화, 캐릭터상품의 질적강화를 통한 산업기반 확대 등에 중점을 두었다. 이러한 정책성과로 인해, 2007년 이후, 연관콘텐츠의 성공사례가 구체화되기 시작했고, 국내외 캐릭터산업은 보다 체계적인 진화과정을 거치게 된다. 창작캐릭터의 자체적인 산업육성 노하우가 축적되고, 만화, 애니메이션, 게임, 소설, 영화, 뮤지컬 등으로 시작된 연관캐릭터가 시장세분화전략에 의해 활성화되면서 캐릭터산업의 범위 및 산업적 통계의 재설정이 요구되기 시작했다. 특히, 2009년 이후 정부는 '세계 5대 캐릭터 강국'으로의 목표를 설정하고, 글로벌 스타캐릭터 발굴, 연관산업간 네트워크 구축지원, 홍보채널 다양화 및 프로모션 강화, 라이선싱 비즈니스 활성화 등의 정책을 발굴하게 된다. 특히, 2013년을 기점으로 캐릭터를 활용한 캐릭터 체험전 등의 전시시장, 키즈카페 등의 시간관리형 캐릭터 실내테마파크, SNS의 이모티콘을 중심으로 한 디지털캐릭터 수요시장, 캐릭터 뮤지컬을 중심으로 한 공연시장 등 새로운 캐릭터시장이 지속적으로 개발되고, 기존 오프라인의 불법복제시장이 국내외적으로 대형화되면서 그에 따른 체계적인 정책대안이 필요하게 되었다. 진화하는 캐릭터 소비시장과 플랫폼 다양화 시대에 대응하여, 캐릭터산업을 활성화시키고 새로운 캐릭터디자인 및 관련 콘텐츠를 지원하기 위해서는 캐릭터산업의 정책변인을 전제로 한 전략방향의 입체적 설정이 요구된다. 지난 정부의 정책성과와 국내외 캐릭터산업의 시장현황, 그리고 진화방향을 분석하여 정책변인을 구체화시키면 다음과 같다. 현재 국내캐릭터산업의 정책변인은 플랫폼 다양화에 따른 디지털 캐릭터시장의 소비다층화, 한류중심의 캐릭터상품 융합콘텐츠화, 불법콘텐츠의 지하경제 양성화, 세분화된 시장의 수용자 편향성관리 등으로 분석되며, 이는 미국과 일본 및 유럽의 기존 캐릭터산업 강국들과는 다른 차원의 정책이슈를 발굴하게 된다. 결국 국내외시장의 연관콘텐츠 저작권계약 모델개발, 플랫폼 경제의 수익모델 다각화, 한류확대에 연계된 목표시장 추가개발, 평생캐릭터의 연령별 맞춤형 시장전략 등이 캐릭터 수요시장진화에 따른 대안으로 제시된다.

강우에 의한 붕괴 절개면 특성 고찰 및 위험도 작성을 위한 기초연구 (Basis Research for hazard map and Characteristic inquiry of Slope Failure by Rainfall)

  • 유기정;구호본;백용;이종현
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2003년도 봄 학술발표회 논문집
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    • pp.509-512
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    • 2003
  • Our country is serious difference of precipitation seasonally and about 66% of yearly mean rainfall is happening in concentration rainfall form between September on June. It requires consideration because of a lot of natural disasters by this downpour are produced. Slope failure is happened by artificial factor of creation of slope according to the land development, fill slope etc. and natural factor of rainfall, topography, nature of soil, soil quality, rock floor. Usually, Direct factor of failure slope is downpour. In this study, the Slope about among 55 places happened failure by downpour investigated occurrence position, geological etc and executed and inquire into character of rainfall connected with failure slope. Among character of rainfall, executed analysis about Max. hourly rainfall and cumulative rainfall of place that failure slope is situated and grasped the geological character of failure slope. Through this, inquire to character of failure slope by rainfall and take advantage of basis study for Hazard map creation.

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Training Data Sets Construction from Large Data Set for PCB Character Recognition

  • NDAYISHIMIYE, Fabrice;Gang, Sumyung;Lee, Joon Jae
    • Journal of Multimedia Information System
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    • 제6권4호
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    • pp.225-234
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    • 2019
  • Deep learning has become increasingly popular in both academic and industrial areas nowadays. Various domains including pattern recognition, Computer vision have witnessed the great power of deep neural networks. However, current studies on deep learning mainly focus on quality data sets with balanced class labels, while training on bad and imbalanced data set have been providing great challenges for classification tasks. We propose in this paper a method of data analysis-based data reduction techniques for selecting good and diversity data samples from a large dataset for a deep learning model. Furthermore, data sampling techniques could be applied to decrease the large size of raw data by retrieving its useful knowledge as representatives. Therefore, instead of dealing with large size of raw data, we can use some data reduction techniques to sample data without losing important information. We group PCB characters in classes and train deep learning on the ResNet56 v2 and SENet model in order to improve the classification performance of optical character recognition (OCR) character classifier.

조류.포유류의 분포와 산림면적, 토지피복과의 관련성 (Relationship between the Birds.Mammals' Distribution and Forest area, Land cover)

  • 이동근;김보미;송원경
    • 농촌계획
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    • 제15권2호
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    • pp.19-26
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    • 2009
  • The purpose of this study is to build Island biogeography in the basic concept of landscape ecology in South Korea by draw relationship between the species side of quantitative habitats and forest area surveyed in the national database based on investigation of the 2nd natural environment. In addition, try to present criterion of habitats character category after understanding habitats character of emergence area side of quality habitats based on the type of formatting. Species and forest area relationship analyzed using correlation analysis and simple regression analysis. Also habitat character limited composition ratio of neighboring land cover and analyzed using hierarchical cluster analysis to classify type of habitat. As a result, we found that forest area is correlated with number of species, forests which is bigger than 100ha are more important of increase in species' population. And according to land cover composition ratio, bird's classified types of forest inner species, forest edge species, forest outer species and mammal's classified types of forest inner species, forest general species, forest edge species. We suggest that study of species-forest area relationship and emergence habitat character be used as some management plans of species' conservation, protection and restoration.

국내 여성 캐릭터.커리어 브랜드의 리포지셔닝에 관한 연구 - 수입 매스티지 브랜드와의 비교 분석을 중심으로 - (A Study on the Repositioning of Korean Character/Career Women's Wear Brands - Focused on the Comparative Analysis with Import Masstige Brands -)

  • 신수연;조정아
    • 복식문화연구
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    • 제17권1호
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    • pp.120-131
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    • 2009
  • The purpose of this study was to suggest the repositioning strategy for Korean character/career women's wear brands by comparing them with masstige brands. The subjects were 240 Women in their twenties and early forties in Seoul and the metropolitan area. The data had been collected by self-administered questionnaire and analyzed by frequency and biplot. The results of the study were as follows: (1) The brand preference was 'Time'(33.3%), 'Michaa'(12.5%), and then 'Mine'(8.8%) in sequence; (2) For brand differentiation, the attributes of 'store image', 'comfortableness', 'brand reputation', and 'promotion' were found out to be important in sequence; (3) The national character/career brands were favored by theirs 'store image', 'quality', and 'design', while imported masstige brands were favored by theirs 'comfortableness', 'brand reputation', 'promotion', and 'perceived price'; (4) Among brands, 'Time' had been highly evaluated, but comparatively showed weakness on 'perceived price', 'comfortableness', and 'promotion'.

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Relationships of Nurses' Character for Care and Workplace Bullying in Early Stage Nurses

  • Choi, Yong Jun;Noh, Gie Ok
    • International Journal of Advanced Culture Technology
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    • 제8권2호
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    • pp.184-191
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    • 2020
  • This study is conducted to find out the nurses' character for care and the workplace bullying for the early stage nurses working in the clinical field and their relation in order to understand the factors which would affect the consequence of the workplace bullying. Data collected from 131 early stage nurses working at one general hospital for 7 months was used for this study. The data was analyzed with descriptive statistics, Independent t-test, one-way ANOVA, Pearson's correlation coefficient, Hierarchical multiple regression by using SPSS/WIN 21.0. It was found that high the nurses' character for care was related to the lower workplace bullying (type and consequence) (r=-.31, p<.001; r=-.26, p=.003) and that the worse the score in the type of bullying wasthe higher consequence (r=.54, p<.001). The multiple regression analysis showed that the factors affecting the consequence of the workplace bullying were the type of bullying (β=.48), dissatisfaction with nursing (β=.22), and moderate satisfaction with nursing (β=.19) and that the explanation of the model by variables was 32.5%. Based on the results of the study, it is suggested that the effort of lowering the occurrence of the type of bullying and the strategy of enhancing the satisfaction with nursing such as improvement in the quality of nursing education be made in order to improve the consequence of workplace bullying at the workplace for the early stage nurses.

문자그래픽 시각인지도 분석에 따른 HDTV시청환경 개선 연구 (Improving Watching HDTV Environment by Analyzing Visual Perception of Character Graphics)

  • 이국세;문남미
    • 한국HCI학회:학술대회논문집
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    • 한국HCI학회 2009년도 학술대회
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    • pp.583-589
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    • 2009
  • HDTV의 새로운 기술은 맑고 뚜렷한 방송영상과 다중음향 사운드를 제공하며 방송의 기대수준을 높이는데 기여하고 있으며, 이러한 HDTV의 고품격화는 기존의 TV에 비해 4배나 높은 해상도와 16:9 와이드 화면 제공이 큰 역할을 했다고 해도 과언이 아닐 것이다. 이 같은 방송시청의 환경변화는 특히 문자그래픽(Character Graphic)이 단지 영상 메시지를 '전달'하기 위해 쓰였던 보조적 수단이 아니라 프로그램의 가치를 높여주는 시각적인 요소로 자리잡게 하였다. 따라서 TV화면의 대형화와 영상의 고품질화에 적합한 글자표현을 위해 문자의 글꼴, 크기, 색상, 이동속도 등 문자의 속성에도 다양한 변화가 필요한 실정에 이르렀다. 본 논문에서는 방송제작과정의 역할에 따라 전문가 그룹을 세 그룹(아트 디렉터, CG 디자이너, 제작 및 송출기술)으로 나누어 두 차례 실시한 델파이 조사를 통해 방송시청의 환경변화에 따른 문자그래픽의 시각적 요소 및 시각 인지도를 분석하였고, 이에 따라 OSMU 환경에 따른 매체로의 변형이 가능한 문자그래픽의 제작기준과 개선방향을 제안한다.

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