• Title/Summary/Keyword: global-local analysis

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A Study on Dynamic Hand Gesture Recognition Using Neural Networks (신경회로망을 이용한 동적 손 제스처 인식에 관한 연구)

  • 조인석;박진현;최영규
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.53 no.1
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    • pp.22-31
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    • 2004
  • This paper deals with the dynamic hand gesture recognition based on computer vision using neural networks. This paper proposes a global search method and a local search method to recognize the hand gesture. The global search recognizes a hand among the hand candidates through the entire image search, and the local search recognizes and tracks only the hand through the block search. Dynamic hand gesture recognition method is based on the skin-color and shape analysis with the invariant moment and direction information. Starting point and ending point of the dynamic hand gesture are obtained from hand shape. Experiments have been conducted for hand extraction, hand recognition and dynamic hand gesture recognition. Experimental results show the validity of the proposed method.

An Analysis of Navigation System in Children's Library Websites (어린이도서관 웹사이트 네비게이션 시스템 분석)

  • Kim, Seong-Hee;Lee, Seung-Min
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.21 no.2
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    • pp.29-38
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    • 2010
  • In this study, we analyzed the navigation systems in terms of global, local, Ad-hoc Navigation, and support navigation system using the 35 children's library websites. The study showed that the number of menu, retrieval interface, quick links need to be improved. These results can be used as a framework for designing children's library websites.

Speech Rate Variation in Synchronous Speech (동시발화에 나타나는 발화 속도 변이 분석)

  • Kim, Miran;Nam, Hosung
    • Phonetics and Speech Sciences
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    • v.4 no.4
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    • pp.19-27
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    • 2012
  • When two speakers read a text together, the produced speech has been shown to reduce a high degree of variability (e.g., pause duration and placement, and speech rate). This paper provides a quantitative analysis of speech rate variation exhibited in synchronous speech by examining the global and local patterns in two dialects of Mandarin Chinese (Taiwan and Shanghai). We analyzed the speech data in terms of mean speech rate and the reference of "Just Noticeable difference (JND)" within a subject and across subjects. Our findings show that speakers show lower and less variable speech rates when they read a text synchronously than when they read alone. This global pattern is observed consistently across speakers and dialects maintaining the unique local variation patterns of speech rate for each dialect. We conclude that paired speakers lower their speech rates and decrease the variability in order to ensure the synchrony of their speech.

Use of homogenization theory to build a beam element with thermo-mechanical microscale properties

  • Schrefler, B.A.;Lefik, M.
    • Structural Engineering and Mechanics
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    • v.4 no.6
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    • pp.613-630
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    • 1996
  • The homogenization method is used to develop a beam element in space for thermo-mechanical analysis of unidirectional composites. Local stress and temperature field in the microscale are described using the function of homogenization. The global (macroscopic) behaviour of the structure is supposed to be that of a beam. Beam-type kinematical hypotheses (including independent shear rotations) are hence applied and superposed on the microdescription. A macroscopic stiffness matrix for such a beam element is then developed which contains the microscale properties of the single cell of periodicity. The presented model enables us to analyse without too much computational effort complicated composite structures such as e.g. toroidal coils of a fusion reactor. We need only a FE mesh sufficiently fine for a correct description of the local geometry of a single cell and a few of the newly developed elements for the description of the global behaviour. An unsmearing procedure gives the stress and temperature field in the different materials of a single cell.

Monitoring social networks based on transformation into categorical data

  • Lee, Joo Weon;Lee, Jaeheon
    • Communications for Statistical Applications and Methods
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    • v.29 no.4
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    • pp.487-498
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    • 2022
  • Social network analysis (SNA) techniques have recently been developed to monitor and detect abnormal behaviors in social networks. As a useful tool for process monitoring, control charts are also useful for network monitoring. In this paper, the degree and closeness centrality measures, in which each has global and local perspectives, respectively, are applied to an exponentially weighted moving average (EWMA) chart and a multinomial cumulative sum (CUSUM) chart for monitoring undirected weighted networks. In general, EWMA charts monitor only one variable in a single chart, whereas multinomial CUSUM charts can monitor a categorical variable, in which several variables are transformed through classification rules, in a single chart. To monitor both degree centrality and closeness centrality simultaneously, we categorize them based on the average of each measure and then apply to the multinomial CUSUM chart. In this case, the global and local attributes of the network can be monitored simultaneously with a single chart. We also evaluate the performance of the proposed procedure through a simulation study.

EXPONENTIAL STABILITY OF A CLASS OF NONLINEAR DIFFERENCE EQUATIONS IN BANACH SPACES

  • Nguyen, Sinh Bay;Le, Van Hien;Hieu, Trinh
    • Communications of the Korean Mathematical Society
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    • v.32 no.4
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    • pp.851-864
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    • 2017
  • The problems of global and local exponential stability analysis of a class of nonlinear non-autonomous difference equations in Banach spaces are studied in this paper. By a novel comparison technique, new explicit exponential stability conditions are derived. Numerical examples are given to illustrate the effectiveness of the obtained results.

Deep Learning-based Deraining: Performance Comparison and Trends (딥러닝 기반 Deraining 기법 비교 및 연구 동향)

  • Cho, Minji;Park, Ye-In;Cho, Yubin;Kang, Suk-Ju
    • IEMEK Journal of Embedded Systems and Applications
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    • v.16 no.5
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    • pp.225-232
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    • 2021
  • Deraining is one of the image restoration tasks and should consider a tradeoff between local details and broad contextual information while recovering images. Current studies adopt an attention mechanism which has been actively researched in natural language processing to deal with both global and local features. This paper classifies existing deraining methods and provides comparative analysis and performance comparison by using several datasets in terms of generalization.

LOCAL EXISTENCE AND EXPONENTIAL DECAY OF SOLUTIONS FOR A NONLINEAR PSEUDOPARABOLIC EQUATION WITH VISCOELASTIC TERM

  • Nhan, Nguyen Huu;Nhan, Truong Thi;Ngoc, Le Thi Phuong;Long, Nguyen Thanh
    • Nonlinear Functional Analysis and Applications
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    • v.26 no.1
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    • pp.35-64
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    • 2021
  • In this paper, we investigate an initial boundary value problem for a nonlinear pseudoparabolic equation. At first, by applying the Faedo-Galerkin, we prove local existence and uniqueness results. Next, by constructing Lyapunov functional, we establish a sufficient condition to obtain the global existence and exponential decay of weak solutions.

A Fast Global Mobility Supporting Scheme for IPv6 Using Global Mobility Agent (GMA) (Global Mobility Agent (GMA) 기반의 신속한 IPv6 전역 이동성 지원 방안)

  • Ahn, Jin-Su;Seo, Won-Kyeong;Choi, Jae-In;Cho, You-Ze
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.8B
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    • pp.1105-1114
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    • 2010
  • The Proxy Mobile IPv6 (PMIPv6) has been standardized by the IETF NETLMM WG for network-based mobility management. The PMIPv6 can provide IP mobility for Mobile Nodes (MNs) with low handover latency and less wireless resource usage. But, since the PMIPv6 is basically designed for local mobility management, it cannot support directly global mobility management between different PMIPv6 domains. In the PMIPv6, since all traffic is routed through a Local Mobility Anchor (LMA), it causes a long end-to-end delay and triangular routing problem. Therefore, in this paper, we propose a fast network-based global mobility management scheme and route optimization scheme with a new network entity, called Global Mobility Agent (GMA). Numerical analysis and simulation results show that the proposed scheme is able to support global mobility between different public domains with low handover latency and low end-to-end delay, compared with the PMIPv6.

The Effects of Brand Cultural Positioning Strategy in the Chinese Market (중국시장에서 상표의 문화적 포지셔닝전략 효과)

  • Jun, Sunkyu;Lee, Zheng Xiu
    • Asia Marketing Journal
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    • v.7 no.3
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    • pp.29-51
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    • 2005
  • The present study extends Alden et al.'s (Alden, Steenkamp, and Batra 1999) study of cultural brand positioning through advertising, in which global cultural positioning is distinguished from foreign cultural positioning and local cultural positioning. The present study explores differences in the brand personality between global cultural positioning ads and local cultural positioning ads and investigates the effect of each type of cultural positioning strategy on the brand attitude. A content analysis was conducted for the Chinese print advertisements of Korean brands in order to examine the brand personalities developed by each type of cultural positioning strategy. Substantial differences in the brand personality were not found between the cultural positioning strategies. An experiment was conducted using Chinese consumers in order to test the effect of the cultural positioning strategy on the brand attitude. The global cultural positioning was found to be more effective than the local cultural positioning in general, and the Korean cultural positioning was found to be more effective than the local cultural positioning only for the younger consumers.

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