• Title/Summary/Keyword: representation.

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Low-Rank Representation-Based Image Super-Resolution Reconstruction with Edge-Preserving

  • Gao, Rui;Cheng, Deqiang;Yao, Jie;Chen, Liangliang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.9
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    • pp.3745-3761
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    • 2020
  • Low-rank representation methods already achieve many applications in the image reconstruction. However, for high-gradient image patches with rich texture details and strong edge information, it is difficult to find sufficient similar patches. Existing low-rank representation methods usually destroy image critical details and fail to preserve edge structure. In order to promote the performance, a new representation-based image super-resolution reconstruction method is proposed, which combines gradient domain guided image filter with the structure-constrained low-rank representation so as to enhance image details as well as reveal the intrinsic structure of an input image. Firstly, we extract the gradient domain guided filter of each atom in high resolution dictionary in order to acquire high-frequency prior information. Secondly, this prior information is taken as a structure constraint and introduced into the low-rank representation framework to develop a new model so as to maintain the edges of reconstructed image. Thirdly, the approximate optimal solution of the model is solved through alternating direction method of multipliers. After that, experiments are performed and results show that the proposed algorithm has higher performances than conventional state-of-the-art algorithms in both quantitative and qualitative aspects.

A Semantic Representation Based-on Term Co-occurrence Network and Graph Kernel

  • Noh, Tae-Gil;Park, Seong-Bae;Lee, Sang-Jo
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.11 no.4
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    • pp.238-246
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    • 2011
  • This paper proposes a new semantic representation and its associated similarity measure. The representation expresses textual context observed in a context of a certain term as a network where nodes are terms and edges are the number of cooccurrences between connected terms. To compare terms represented in networks, a graph kernel is adopted as a similarity measure. The proposed representation has two notable merits compared with previous semantic representations. First, it can process polysemous words in a better way than a vector representation. A network of a polysemous term is regarded as a combination of sub-networks that represent senses and the appropriate sub-network is identified by context before compared by the kernel. Second, the representation permits not only words but also senses or contexts to be represented directly from corresponding set of terms. The validity of the representation and its similarity measure is evaluated with two tasks: synonym test and unsupervised word sense disambiguation. The method performed well and could compete with the state-of-the-art unsupervised methods.

PROJECTIVE PROPERTIES OF REPRESENTATIONS OF A QUIVER Q = • → • AS R[x]-MODULES

  • Park, Sangwon;Kang, Junghee;Han, Juncheol
    • Korean Journal of Mathematics
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    • v.18 no.3
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    • pp.243-252
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    • 2010
  • In this paper we extend the projective properties of representations of a quiver $Q={\bullet}{\rightarrow}{\bullet}$ as left R-modules to the projective properties of representations of quiver $Q={\bullet}{\rightarrow}{\bullet}$ as left $R[x]$-modules. We show that if P is a projective left R-module then $0{\rightarrow}P[x]$ is a projective representation of a quiver $Q={\bullet}{\rightarrow}{\bullet}$ as $R[x]$-modules. And we show $0{\rightarrow}L$ is a projective representation of $Q={\bullet}{\rightarrow}{\bullet}$ as R-module if and only if $0{\rightarrow}L[x]$ is a projective representation of a quiver $Q={\bullet}{\rightarrow}{\bullet}$ as $R[x]$-modules. Then we show if P is a projective left R-module then $R[x]\longrightarrow^{id}P[x]$ is a projective representation of a quiver $Q={\bullet}{\rightarrow}{\bullet}$ as $R[x]$-modules. We also show that if $L\longrightarrow^{id}L$ is a projective representation of $Q={\bullet}{\rightarrow}{\bullet}$ as R-module, then $L[x]\longrightarrow^{id}L[x]$ is a projective representation of a quiver $Q={\bullet}{\rightarrow}{\bullet}$ as $R[x]$-modules.

Spatial Representation on the Part of Young Children according to Task Conditions (과제 제시방법에 따른 유아의 공간표상)

  • Min, Mi Hee;Yi, Soon Hyung
    • Korean Journal of Child Studies
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    • v.33 no.5
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    • pp.53-70
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    • 2012
  • The purpose of this study was to investigate the effects of task conditions (physical similarity between the spatial product and the reference space, presentation place of the spatial product) on children's spatial representation. The participants consisted of 40 3-year-olds and 40 4-year-olds. The results of this study are as follows. Both 3-year-olds and 4-year-olds were capable of a greater degree of spatial representation when there was a high level of physical similarity between the spatial product and the reference space, and when the presentation place of the spatial product was in the reference space. 4-year-olds were capable of more accurate spatial representation than 3-year-olds. There was no significant difference in the children's spatial representation depending on the type of spatial product (scale model, map). The results revealed that the physical similarity between the spatial product and the reference space and the presentation place of the spatial product are essential in young children's spatial representation. Additionally, the results indicated that spatial representation of children develops gradually from when they are three to when they turn four.

A study on the Visual Representation of Design Presented in 'Perfect Acts of Architecture' Exhibition of 2001

  • Kim, Ho-Jeong
    • Architectural research
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    • v.15 no.2
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    • pp.87-94
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    • 2013
  • Throughout the history of architecture, sometimes the main focus of design was determined by a particular visual representation method, and other times a particular form of visual representation method was required by perception of a particular architectural issue or an architectural form or idea. That is why the visual representation method of architects becomes an important means of reading the flow of idea and thinking behind architecture. This study is an investigation on the relation between architectural thinking and visual representation method expressed through the conceptual drawings by avant-garde architects of the 1970s and 80s, a period of the emergence of postmodernism. Rather than proving the objective reality regarded important by traditional architectural drawing, attempts are made to express the design concept in which the project has its base. Such interpretation and explanation regarding the concept become the main interest of the drawing. It is not that the architecture itself was not expressed in the contents, but it may not be the main subject of expression in the drawing. The value of architectural drawing recovers its value as an art work in itself, as a means of communication, and as an important conceptual tool in the design process. It can be seen that the visual representation method in postmodern architectural drawings is breaking free of the traditional objective depiction of matter and is changing and developing as a design tool of the architect.

Knowledge Representation Characteristics of Categories and Scripts: An Investigation on Hierarchy and Typicality Effects (개념지식의 유형에 따른 표상차이: 범주와 각본의 위계성과 전형성 비교1))

  • 이재호;이정모
    • Korean Journal of Cognitive Science
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    • v.11 no.3_4
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    • pp.73-81
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    • 2000
  • This study was conducted to investigate some characteristics of representation of category knowledge and script knowledge. Using primed lexical decision task with higher level primers in the representation structure, Experiment 1 examined the interaction effects between knowledge type and concept typicality. It was found that the concept typicality has some effects in category representation, while it has no significant effect in script representation. In Experiment 2, primers of the lower hierarchy in the representation structure were employed. The results showed that the main effect of knowledge type was significant: the response time for category knowledge was faster than that for script knowledge. Typicality effect did not show in this experiment. The results of t the two experiments suggest that category knowledge is represented in hierarchy and typicality. while script knowledge may lack in that characteristics. Other aspects of the differences in characteristics of category- and script- knowledge representation were discussed,

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A Study on Non-representation Approach Indicated in Paintings and Architecture - Focus on Francis Bacon's paintings and SANAA's Architectural projects - (회화와 건축에서 나타나는 비재현적 접근방법에 관한 연구 - 프란시스 베이컨의 회화와 SANAA의 건축 프로젝트를 중심으로 -)

  • Park, So-La;Lee, Young-Su
    • Korean Institute of Interior Design Journal
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    • v.21 no.5
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    • pp.114-121
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    • 2012
  • Gilles Deleuze is a philosopher who replaces the world of representation defined as supremacy of identity with the contemporary reason of non-representation in the history of western philosophy that wants to transcend Plato. Deleuze developed his own philosophical concept through philosophical reason and encounter with arts, for which reason he exerted a great influence on artists and architects in diverse fields. Particularly, 'Logic of Sensation' published in 1981 considers the non-representation painting approach through Francis Bacon's painting theory defined as 'invisible force's visibility'. And it is considered that SANAA's architecture among many contemporary architects accepted the essence of Deleuze's philosophy and continuously reflects it on projects. Hence, objective of the present study is to consider how the non-representation constituting a root for Deleuze's reason has been indicated in paintings and architecture through examining the works by Bacon and SANAA. First, a theoretical consideration will be directed to non-representation, followed by an analysis of Bacon's painting works and SANAA's architecture projects from the viewpoints of the force of isolation, the force of transformation, the force of dissipation and the force of time dealt with by Deleuze in 'Logic of Sensation'. Finally, through such analysis, the characteristics of Deleuze's non-representation indicated in architecture and paintings will be derived.

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A Survey of Representation Methods of Game Rules in Game Design (게임디자인에서 게임규칙 표현방법 조사연구)

  • Chang, Hee-Dong
    • Journal of Korea Game Society
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    • v.6 no.4
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    • pp.39-45
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    • 2006
  • In game developments, the design results are often modified not only in the design phase but also in the implementation and test phases. The results of game design are consisted of the results of game rule design and the results of game contend design. The results of game rule design should be correctly understood to all the participants, be efficiently managed by the given configuration controls, and be accurately verified. In this study, we carry out a survey of representation methods of game rules in game design. We have the comparison analysis of the written representation, the UML representation, the Petri net representation, and script-language representation methods about the suitability of the representation method for game rule designs. The comparison analysis is about the representation scope, the visual representation, the automated verification, and the configuration management. The analysis results show that the UML representation is the best method but it needs more convenient automated verification method.

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Research on Non-Union Representation for Contingent Worker's Representation Mechanism : Focusing on CSO's Representation Mechanism in Civil Society (비정규 노동자 이해대표 기제로서 비노조 이해대표에 관한 연구 : 시민사회진영 내 CSO를 통한 이해대변 기제를 중심으로)

  • Sohn, Jeong-soon
    • Korean Journal of Labor Studies
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    • v.24 no.2
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    • pp.61-94
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    • 2018
  • While the unionization of contingent workers is at a standstill, the newly emerging peripheral workers' representation mechanism is CSO(Civil Society Organization). Unlike trade union's representation based on coercive collective bargaining and agreements CSO represents the interests of marginal workers through counseling, advocacy, public relations, and education. In the case of Korea, since the 2000s, labor CSOs, called "contingent centers", have started to spread. As a result of the survey, contingent centers which are contracted out by local governments show the possibility that the representation activities are restricted, because most of their resources are covered from the local government. This is because CSOs have limitations due to a dilemma in the process of representing funders and the represented. Nevertheless, the contingent workers' CSO in Korea shows the possibility of supplementing and supporting the role of trade unions' representation. In this regard, through the solidarity of trade unions and CSOs, it will be possible to expand the representation of unorganized and contingent workers in Korean society.

Preschool Children's Representation of Attachment : Associations with Teacher-Child Relationship and Social Competence (유아의 애착 표상과 교사-유아관계 및 사회적 능력간의 관계)

  • Lee, Jin Sook;Cho, Bok Hee
    • Korean Journal of Child Studies
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    • v.22 no.3
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    • pp.17-29
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    • 2001
  • In this study, children's representation of attachment was assessed by the Attachment Story Completion Task(Bretherton, Ridgeway, & Cassidy, 1990) administered to 101 5-to 6-year-old children(56boys, 45girls). Teacher-child relationship and social competence were evaluated by a questionnaire administered to preschool teachers. Based on the children's representation of attachment in their narrative responses to the story stems, 56.4% of the children were classified as having secure, 22.8% as insecure-avoidant, and 20.8% as insecure-disorganized attachments. Children with secure representation of attachment exhibited more social competence and fewer behavioral problems in the child-care setting than children with insecure representation of attachment. This study showed that the child's internal model of attachment formed from experience with caregiver is capable of transmitting social relationships outside the home.

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