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Invariant-Feature Based Object Tracking Using Discrete Dynamic Swarm Optimization

  • Kang, Kyuchang;Bae, Changseok;Moon, Jinyoung;Park, Jongyoul;Chung, Yuk Ying;Sha, Feng;Zhao, Ximeng
    • ETRI Journal
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    • 제39권2호
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    • pp.151-162
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    • 2017
  • With the remarkable growth in rich media in recent years, people are increasingly exposed to visual information from the environment. Visual information continues to play a vital role in rich media because people's real interests lie in dynamic information. This paper proposes a novel discrete dynamic swarm optimization (DDSO) algorithm for video object tracking using invariant features. The proposed approach is designed to track objects more robustly than other traditional algorithms in terms of illumination changes, background noise, and occlusions. DDSO is integrated with a matching procedure to eliminate inappropriate feature points geographically. The proposed novel fitness function can aid in excluding the influence of some noisy mismatched feature points. The test results showed that our approach can overcome changes in illumination, background noise, and occlusions more effectively than other traditional methods, including color-tracking and invariant feature-tracking methods.

종합편성채널 식생활관련 프로그램의 식품영양정보 분석 - 전문가 출연자를 중심으로 - (Analysis of Food and Nutrition Information of Diet-related Programs in Comprehensive Programming Channels: Focus on Professional Panelists)

  • 김순미;이선용
    • 한국식생활문화학회지
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    • 제31권6호
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    • pp.661-674
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    • 2016
  • We analyzed information provided by diet-related programs of comprehensive programming channels and the relationship between composition of professional panelists and quality of provided information. We selected 82 items among eight programs by MBN, JTBC, and TV chosun. All 82 items provided information about food & nutrition and health & disease, but only 32 items (39.0%) and 35 items (42.7%) provided information on food culture and food safety, respectively. Among the food ingredients, phytochemicals (81.7%) were the most frequently mentioned, and the contents of functional ingredients occupied a large part. The inappropriate information on programs were broadcast on an average of 1.2 episodes per program, and the most pointed out item was information that could confuse viewers with drugs (29.3%). Among the professional panelists, medical doctors (38.9%) and Oriental medicine doctors (16.6%) had the highest number of appearances, and professors of food & nutrition constituted only 7.1%. However, the increase in the number of appearances of professors showed a positive effect on the quality of program information. Contents focused on balanced nutrient intake and dietary culture of Korea should be increased rather than focusing on the function of each nutrient in comprehensive programming channels.

Mobile-Based Relay Selection Schemes for Multi-Hop Cellular Networks

  • Zhang, Hao;Hong, Peilin;Xue, Kaiping
    • Journal of Communications and Networks
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    • 제15권1호
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    • pp.45-53
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    • 2013
  • Multi-hop cellular networks (MCNs), which reduce the transmit power, mitigate the inter-cell interference, and improve the system performance, have been widely studied nowadays. The relay selection scheme is a key technique that achieves these advantages, and inappropriate relay selection causes frequent relay switchings, which deteriorates the overall performance. In this study, we analyze the conditions for relay switching in MCNs and obtain the expressions for the relay switching rate and relay activation time. Two mobile-based relay selection schemes are proposed on the basis of this analysis. These schemes select the relay node with the longest relay activation time and minimal relay switching rate through mobility prediction of the mobile node requiring relay and available relay nodes. We compare the system performances via simulation and analyze the impact of various parameters on the system performance. The results show that the two proposed schemes can obtain a lower relay switching rate and longer relay activation time when there is no reduction in the system throughput as compared with the existing schemes.

요구사항 불확실성과 표준화가 소프트웨어 프로젝트 성과에 미치는 영향 : 한국과 미국의 비교연구 (The Impacts of Requirement Uncertainty and Standardization on Software Project Performance : A Comparison of Korea and USA)

  • 나관식
    • Journal of Information Technology Applications and Management
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    • 제11권2호
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    • pp.15-27
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    • 2004
  • Most software projects inevitably involve various types and degrees of uncertainty. Without proper risk assessment and coordination, software projects can easily run out of control and consume significant additional resource. Thus, risk management techniques are critical issues to information system researchers. Previous empirical studies of U.S. software firms support the adoption of development standardization and user requirement analysis techniques in risk-based software project management. Using data collected from software projects developed in Korea during 1999-2000, we conduct a comparative study to determine how risk management strategies impact software product and process performance in countries with dissimilar IT capabilities. In addition, we offer an alternative conceptualization of residual performance risk. We show that the use of residual performance risk as an intervening variable is inappropriate in IT developing countries like Korea where the role of late stage risk control remedies are critical. A revised model is proposed that generates more reliable empirical implications for Korean software projects.

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Weight Decision Scheme based on Slot-Count in Gen-2 Q-Algorithm

  • Lim, In-Taek
    • Journal of information and communication convergence engineering
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    • 제9권2호
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    • pp.172-176
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    • 2011
  • In the Gen-2 Q-algorithm, the values of weight C, which is the parameter for incrementing or decrementing the slot-count size, are not optimized in the standard. However, the standard suggests that the reader uses small values of C when the slot-count is large and larger values of C when the slot-count is small. In this case, if the reader selects an inappropriate weight, there are a lot of empty or collided slots. As a result, the performance will be declined because the frame size does not converge to the optimal point quickly during the query round. In this paper, we propose a scheme to select the weight based on the slot-count size of current query round. Through various computer simulations, it is demonstrated that the proposed scheme achieves more stable performances than Gen-2 Q-algorithm.

Statistically Proper Multiple Range Tests for a Within Subject Factor in a Repeated Measures Design

  • Park, Cheol-Yong;Park, Sang-Bum
    • Journal of the Korean Data and Information Science Society
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    • 제18권2호
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    • pp.525-534
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    • 2007
  • It is a common practice in many research areas that multiple range tests for a between subject factor such as Tukey are applied to a within subject factor in a repeated measures design. Tukey procedure, however, sometimes detects no pairs with different means even when the hypothesis of all equal level means is rejected. This study attempts to provide a rationale for the proposition that Tukey is inappropriate post hoc procedure for a within subject factor in which the observations are correlated. We introduce two multiple range tests, Bonferroni and Scheffe, for a within subject factor and show that Bonferroni is more appropriate than Scheffe for pairwise multiple comparisons. Subsequent simulation study indicates that Tukey has significantly less power than Bonferroni in detecting actual difference between means of some pairs when the observations of a within subject factor are highly correlated.

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Gen-2 RFID 시스템에서 가중치에 따른 Q-알고리즘의 성능 분석 (Performance Analysis of Q-Algorithm According to Weight in Gen-2 RFID System)

  • 임인택
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2011년도 춘계학술대회
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    • pp.529-531
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    • 2011
  • Gen-2 Q-알고리즘에서는 슬롯-카운트의 크기를 증감시키기 위한 매개변수인 가중치 C의 값이 정해져 있지 않다. 이 경우 적절하지 못한 가중치를 선택할 경우 빈 슬롯 또는 충돌 슬롯이 많이 발생할 수 있다. 이로 인하여 질의 라운드 동안 최적의 프레임 크기에 수렴하는 속도가 늦어지므로 성능이 저하되는 문제점이 있다. 따라서 본 논문에서는 슬롯-카운터를 결정하기 위한 가중치 값이 Q-알고리즘의 성능에 미치는 영향을 분석한다.

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적분영상을 이용한 적응적 이진화 (Adaptive Binarization using Integral Image)

  • 이연경;유훈
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2012년도 추계학술대회
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    • pp.109-110
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    • 2012
  • 본 논문에서는 2차원 바코드 영상을 위한 적응적 이진화 방법을 제안한다. 적응적 이진화 방법은 주로 문서 영상에 맞게 발전되어 왔다. 그러므로 기존 방법들은 이차원 바코드 영상 인식에 적용하기에 부적절하다. 이 문제점을 극복하기 위해 적분영상을 사용한 새로운 적응형 이진화 방법을 소개한다. 제안한 방법의 성능 입증을 위해 기존 방법과 속도, 성능 비교 실험을 수행하였고 실험 결과는 기존 방법보다 우수함을 입증하였다.

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Performance Analysis of EPCglobl Gen-2 Q-Algorithm According to Weight and Initial Slot-Count

  • Lim, Intaek;Choi, Jin-Ho
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2012년도 추계학술대회
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    • pp.635-637
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    • 2012
  • In Gen-2 Q-algorithm, the value of initial $Q_{fp}$ and weight C is not defined in the standard. If we let the initial $Q_{fp}$ be large or small, the number of empty slot will be large during the initial query round or almost all the slots will be collided, respectively. Also, if the reader selects an inappropriate weight, there are a lot of empty or collided slots. As a result, it is anticipated that the performance will be declined because the frame size does not converge to the optimal point quickly during the query round. In this paper, we analyze how the performances of Gen-2 Q-algorithm will be affected by the weight and initial slot-count size.

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Accelerating RFID Tag Identification Processes with Frame Size Constraint Relaxation

  • Park, Young-Jae;Kim, Young-Beom
    • Journal of information and communication convergence engineering
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    • 제10권3호
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    • pp.242-247
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    • 2012
  • In the determination of suitable frame sizes associated with dynamic framed slotted Aloha used in radio frequency identification tag identification processes, the widely imposed constraint $L=2^Q$ often yields inappropriate values deviating far from the optimal values, while a straightforward use of the estimated optimal frame sizes causes frequent restarts of read procedures, both resulting in long identification delays. Taking a trade-off, in this paper, we propose a new method for determining effective frame sizes where the effective frame size changes in a multiple of a predetermined step size, namely ${\Delta}$. Through computer simulations, we show that the proposed scheme works fairly well in terms of identification delay.