• Title/Summary/Keyword: Visual context

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Improved Feature Extraction of Hand Movement EEG Signals based on Independent Component Analysis and Spatial Filter

  • Nguyen, Thanh Ha;Park, Seung-Min;Ko, Kwang-Eun;Sim, Kwee-Bo
    • Journal of the Korean Institute of Intelligent Systems
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    • v.22 no.4
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    • pp.515-520
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    • 2012
  • In brain computer interface (BCI) system, the most important part is classification of human thoughts in order to translate into commands. The more accuracy result in classification the system gets, the more effective BCI system is. To increase the quality of BCI system, we proposed to reduce noise and artifact from the recording data to analyzing data. We used auditory stimuli instead of visual ones to eliminate the eye movement, unwanted visual activation, gaze control. We applied independent component analysis (ICA) algorithm to purify the sources which constructed the raw signals. One of the most famous spatial filter in BCI context is common spatial patterns (CSP), which maximize one class while minimize the other by using covariance matrix. ICA and CSP also do the filter job, as a raw filter and refinement, which increase the classification result of linear discriminant analysis (LDA).

A Didactic Analysis of Prospective Elementary Teachers' Representation of Trapezoid Area (예비초등교사의 사다리꼴 넓이 표상에 대한 교수학적 분석)

  • Lee Jonge-Uk
    • The Mathematical Education
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    • v.45 no.2 s.113
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    • pp.177-189
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    • 2006
  • This study focuses on the analysis of prospective elementary teachers' representation of trapezoid area and teacher educator's reflecting in the context of a mathematics course. In this study, I use my own teaching and classroom of prospective elementary teachers as the site for investigation. 1 examine the ways in which my own pedagogical content knowledge as a teacher educator influence and influenced by my work with students. Data for the study is provided by audiotape of class proceeding. Episode describes the ways in which the mathematics was presented with respect to the development and use of representation, and centers around trapezoid area. The episode deals with my gaining a deeper understanding of different types of representations-symbolic, visual, and language. In conclusion, I present two major finding of this study. First, Each representation influences mutually. Prospective elementary teachers reasoned visual representation from symbolic and language. And converse is true. Second, Teacher educator should be prepared proper mathematical language through teaching and learning with his students.

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Context Visualizing SMS Based on Decision Tree (의사결정트리 기반의 컨텍스트 시각화 SMS)

  • Gahng, Shinwook;Oh, Jehwan;Lee, Eunseok
    • Proceedings of the Korea Information Processing Society Conference
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    • 2009.04a
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    • pp.515-518
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    • 2009
  • 이동단말기가 보급이 확산됨에 따라 많은 사용자들이 이동단말기를 사용하고 필연적으로 많은 통신행동을 하고 있다. 특히 SMS 는 시간과 장소의 제한이 적어 사용자들의 통신행동 중 큰 비중을 차지하고 있다. SMS 통신행동에서 이모티콘의 사용이 많이 나타나고 있으며 이는 텍스트 기반의 의사소통의 한계를 극복하기 위한 방안으로 볼 수 있다. SMS 로부터 사용자의 감정을 추론하려는 기존의 연구가 있었지만 SMS 텍스트에 국한된다는 문제점이 있다. 본 논문에서는 최근 휴대폰, PDA, 스마트폰 등 이동단말기의 발전에 따라 통신행동 기록, 위치 정보와 같은 컨텍스트 정보를 수집하고 이용할 수 있음에 착안하여 SMS 텍스트와 함께 이동단말기의 컨텍스트 정보를 추론에 사용하였다. 의사결정트리를 이용하여 가용한 컨텍스트 정보로부터 추론한 정황 정보를 SMS 통신에서 사용하여 기존의 텍스트 기반의 의사소통의 한계를 극복할 수 있는 Visual SMS 를 제안한다. 사전에 정의한 훈련 데이터 집합을 통하여 의사결정트리를 생성하고 이를 기반으로 Visual SMS 를 구현, 시뮬레이션하여 추론 결과를 통해 그 기대효과를 확인한다.

The Effects of Social Media Advertising on Social Search in China: Evidence from Luxury Brand

  • GAO, XING;Kim, Sang Yong;Kim, Da Yeon;Lee, Seung Min
    • Asia Marketing Journal
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    • v.21 no.3
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    • pp.65-82
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    • 2019
  • This study examines the relationship between social media advertisement and customer interest in the context of luxury brands. Further, this study investigates the effective ways to utilize visual types (pictorial advertisement and video advertisement) and contents types (website link and hash-tag) in social media advertising by proposing a time-series model to estimate the long-term effect of social media advertising on social search. We find that the pictorial advertisements are more effective than video advertisements, which provides a different result from previous existing research. In addition, advertisements using hashtags are more effective than web links due to efficiency of the search feature. Finally, since the number of brand fans also have a positive effect on advertising interest, it is essential to utilize social media advertising for the enhancement of customers' interests. Confirming that the effectiveness of social media advertising varies depending on how the visual contents and text are presented, this research can help marketing managers to assess predicted outcomes of using various methods of social media advertising.

Pema Tseden's Cinematic Techniques: Analyzing Ethnic Representation in "Tharlo"

  • Wang Yipu;Hong-Sik Pak
    • International journal of advanced smart convergence
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    • v.13 no.2
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    • pp.172-186
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    • 2024
  • With the globalization of the film industry, ethnic minority films have been developed and studied by many scholars for their special ethnic representation. The film "Tharlo" directed by Pema Tseden carefully explores the identity anxiety of a Tibetan shepherd. Through the connection and separation between the protagonist and traditional culture, it shows a complexity of modern ethnic identity for minority people. This study explores what kind of cinematic techniques and symbolic elements the director uses to shape ordinary characters, build a narrative space, and show ethnic representation. This paper puts forward a theoretical framework combining cinematic quantitative methods with qualitative narrative and semiotic analysis, aiming to deepen our understanding of cinematic techniques and ethnic representation, and provides a new perspective and profound insights for discussing the complexity faced by ethnic minorities in contemporary films. This study finds that Tseden's "Tharlo" successfully portrays the complex transformation of Tibetan cultural identity in the context of globalization and modernization through cinematic techniques such as fixed camera positions, long take and black-and-white cinematography, combined with the use of symbolic elements like mirrors, lambs and identity cards.

Election Report Practices of Newspaper, Inclusive of the Utilization of Visual Images (신문의 선거 보도행태와 사진이미지 활용 -5대 중앙일간지의 19대 총선보도를 중심으로-)

  • Roh, Dong-Ryul
    • The Journal of the Korea Contents Association
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    • v.12 no.8
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    • pp.157-166
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    • 2012
  • At the recent 19th General Election, Korean papers waged a surrogate war for the parties they share ideology with. All the conventional practices remained the same - the horse race-like presentations, furthering of confrontations, disregarding policy issues, allocating larger space for commentaries and negative issues, and etc. On top of these, papers began to focus on generational conflicts and individuals at the center of widespread attention and controversies, as a new trend. Photo images are largely used in the commentaries and articles dealing with confrontational or controversial situations. Of course, while the visual images seem to reinforce the emotional appeal of the messages papers try to get across, the potential problems need be noticed that could rise when irrelevant images are used.

Implementation of Demo Program for Visual Communication in Compliance with MPEG-21 Part 22: User Description (MPEG-UD 표준을 준수하는 비쥬얼 커뮤니케이션 데모 프로그램 개발)

  • Lim, Hea-Jin;Choi, Jang-Sik;Jeon, Jin-Young;Byun, Hyung-Gi
    • Journal of Sensor Science and Technology
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    • v.25 no.4
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    • pp.297-301
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    • 2016
  • ISO/IEC JTC1/SC29WG11 MPEG has been standardizing UD(user description) to give a user personalized recommendation services. Besides, CD(context description), service description(SD), and recommendation description(RD) are recently being standardized by UD Adhoc Group in MPEG with an advanced UD to cope with needs of current and upcoming services such as augmented reality and social network. The descriptions was reflected to MPEG-UD WD(Working Draft) at MPEG $107^{th}$ meeting and the document was finally approved as international standard by national bodies with standard number(ISO/IEC IS 21000-22 UD) at $114^{th}$ MPEG meeting. In addition, reference software WD to validate conformance of UD standard was approved at $113^{th}$ MPEG meeting. In this paper, we developed a demo program for visual communication according to guideline defined in reference software WD to validate the reference software as well as UD standard.

Perception and action: Approach to convergence on embodied cognition (지각과 행위: 체화된 인지와의 융복합적 접근)

  • Lee, Young-Lim
    • Journal of Digital Convergence
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    • v.14 no.8
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    • pp.555-564
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    • 2016
  • Space perception is generally treated as a problem relevant to the ability to recognize objects. Alternatively, the data from shape perception studies contributes to discussions about the geometry of visual space. This geometry is generally acknowledged not to be Euclidian, but instead, elliptical, hyperbolic or affine, which is to say, something that admits the distortions found in so many shape perception studies. The purpose of this review article is to understand perceived shape and the geometry of visual space in the context of visually guided action. Thus, two prominent approaches that explain the relation between perception and action were compared. It is important to understand the fundamental information of how human perceive visual space and perform visually guided action for the convergence on embodied cognition, and further on artificial intelligence researches.

A Study on the Relativity Between the Theatre's Composition Principle and Urban Concept - Focused on the Productions that are Applied for International Ideas Competition for the Design of the Seoul Performing Arts Center - (극장의 구성 원리와 도시 개념의 상관성에 관한 연구 - Seoul Performing Art Center 국제 공모전을 중심으로 -)

  • Lim Jong-Yup;Kwon Ik-Hyun
    • Korean Institute of Interior Design Journal
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    • v.15 no.1 s.54
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    • pp.47-54
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    • 2006
  • Stages, in the theatrical spaces, were space, which incorporates aspects of cities. Hence, the stages have been constituted to materialize sequence of city, which has exact number, proportion and order of ideal city. In addition, it has accomplished change, which depends on type of performance with the social condition and culture of generation, city has. However, the original form of theatrical space were forgotten on account of the various changes of theatrical form with modem movement since the end of 19th century, and theatrical space, which does not relate with its space of city, was started to constitute. Particularly in contemporary society, the theatre can give vitality to the citizens, and also theatrical architecture as a commercial code has been a general form, though it takes important role, which improves cultural value with technical improvement of cities development of society. Thus, this study analyzed urbanity ,which theatres have incorporated historically, and deduced a correlativity from to be based on constitution of space in visual, perceptual, spatial constitution and functional role. Focused on published SPAC international competition, it was interpreted by contemporary focus, therefore, this experiment suggests constitution of theatrical spaces of information, takes urbanity, through to analyze visual, perceptual, spatial constitution and functional role in context of contemporary city.

Real-time Human Detection under Omni-dir ectional Camera based on CNN with Unified Detection and AGMM for Visual Surveillance

  • Nguyen, Thanh Binh;Nguyen, Van Tuan;Chung, Sun-Tae;Cho, Seongwon
    • Journal of Korea Multimedia Society
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    • v.19 no.8
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    • pp.1345-1360
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    • 2016
  • In this paper, we propose a new real-time human detection under omni-directional cameras for visual surveillance purpose, based on CNN with unified detection and AGMM. Compared to CNN-based state-of-the-art object detection methods. YOLO model-based object detection method boasts of very fast object detection, but with less accuracy. The proposed method adapts the unified detecting CNN of YOLO model so as to be intensified by the additional foreground contextual information obtained from pre-stage AGMM. Increased computational time incurred by additional AGMM processing is compensated by speed-up gain obtained from utilizing 2-D input data consisting of grey-level image data and foreground context information instead of 3-D color input data. Through various experiments, it is shown that the proposed method performs better with respect to accuracy and more robust to environment changes than YOLO model-based human detection method, but with the similar processing speeds to that of YOLO model-based one. Thus, it can be successfully employed for embedded surveillance application.