• 제목/요약/키워드: Task Variation

검색결과 140건 처리시간 0.023초

객체의 움직임을 고려한 탐색영역 설정에 따른 가중치를 공유하는 CNN구조 기반의 객체 추적 (Object Tracking based on Weight Sharing CNN Structure according to Search Area Setting Method Considering Object Movement)

  • 김정욱;노용만
    • 한국멀티미디어학회논문지
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    • 제20권7호
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    • pp.986-993
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    • 2017
  • Object Tracking is a technique for tracking moving objects over time in a video image. Using object tracking technique, many research are conducted such a detecting dangerous situation and recognizing the movement of nearby objects in a smart car. However, it still remains a challenging task such as occlusion, deformation, background clutter, illumination variation, etc. In this paper, we propose a novel deep visual object tracking method that can be operated in robust to many challenging task. For the robust visual object tracking, we proposed a Convolutional Neural Network(CNN) which shares weight of the convolutional layers. Input of the CNN is a three; first frame object image, object image in a previous frame, and current search frame containing the object movement. Also we propose a method to consider the motion of the object when determining the current search area to search for the location of the object. Extensive experimental results on a authorized resource database showed that the proposed method outperformed than the conventional methods.

A Design Method for Cascades Consisting of Circular Arc Blades with Constant Thickness

  • Bian, Tao;Han, Qianpeng;Bohle, Martin
    • International Journal of Fluid Machinery and Systems
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    • 제10권1호
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    • pp.63-75
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    • 2017
  • Many axial fans have circular arc blades with constant thickness. It is still a challenging task to calculate their performance, i.e. to predict how large their pressure rise and pressure losses are. For this task a need for cascade data exists. Therefore, the designer needs a method which works quickly for design purposes. In the present contribution a design method for such cascades consisting of circular arc blades with constant thickness is described. It is based on a singularity method which is combined with a CFD-data-based flow loss model. The flow loss model uses CFD-data to predict the total pressure losses. An interpolation method for the CFD-data are applied and described in detail. Data of measurements are used to validate the CFD-data and parameter variations are conducted. The parameter variations include the variation of the camber angle, pitch chord ratio and the Reynolds number. Additionally, flow patterns of two dimensional cascades consisting of circular arc blades with constant thickness are shown.

Traffic Analysis of a Cognitive Radio Network Based on the Concept of Medium Access Probability

  • Khan, Risala T.;Islam, Md. Imdadul;Amin, M.R.
    • Journal of Information Processing Systems
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    • 제10권4호
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    • pp.602-617
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    • 2014
  • The performance of a cognitive radio network (CRN) solely depends on how precisely the secondary users can sense the presence or absence of primary users. The incorporation of a spatial false alarm makes deriving the probability of a correct decision a cumbersome task. Previous literature performed this task for the case of a received signal under a Normal probability density function case. In this paper we enhance the previous work, including the impact of carrier frequency, the gain of antennas on both sides, and antenna heights so as to observe the robustness against noise and interference and to make the correct decision of detection. Three small scale fading channels: Rayleigh, Normal, and Weibull were considered to get the real scenario of a CRN in an urban area. The incorporation of a maximal-ratio combining and selection combing with a variation of the number of received antennas have also been studied in order to achieve the correct decision of spectral sensing, so as to serve the cognitive users. Finally, we applied the above concept to a traffic model of the CRN, which we based on a two-dimensional state transition chain.

Hybrid Indoor Position Estimation using K-NN and MinMax

  • Subhan, Fazli;Ahmed, Shakeel;Haider, Sajjad;Saleem, Sajid;Khan, Asfandyar;Ahmed, Salman;Numan, Muhammad
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권9호
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    • pp.4408-4428
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    • 2019
  • Due to the rapid advancement in smart phones, numerous new specifications are developed for variety of applications ranging from health monitoring to navigations and tracking. The word indoor navigation means location identification, however, where GPS signals are not available, accurate indoor localization is a challenging task due to variation in the received signals which directly affect distance estimation process. This paper proposes a hybrid approach which integrates fingerprinting based K-Nearest Neighbors (K-NN) and lateration based MinMax position estimation technique. The novel idea behind this hybrid approach is to use Euclidian distance formulation for distance estimates instead of indoor radio channel modeling which is used to convert the received signal to distance estimates. Due to unpredictable behavior of the received signal, modeling indoor environment for distance estimates is a challenging task which ultimately results in distance estimation error and hence affects position estimation process. Our proposed idea is indoor position estimation technique using Bluetooth enabled smart phones which is independent of the radio channels. Experimental results conclude that, our proposed hybrid approach performs better in terms of mean error compared to Trilateration, MinMax, K-NN, and existing Hybrid approach.

프로젝트 일정 단축을 위한 새로운 경영 패러다임 Critical Chain Project Management(CCPM) (Critical Chain Project Management as a New Paradigm for Reducing the Project Delivery Time)

  • 장성용
    • 한국건설관리학회:학술대회논문집
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    • 한국건설관리학회 2007년도 정기학술발표대회 논문집
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    • pp.68-74
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    • 2007
  • CCPM(Critical Chain Project Management)은 기존의 사업관리 방법론인 PERT/CPM의 장점을 살리고 단점을 보완한 것으로서 각 과업의 예상 작업시간을 여유시간(padding)을 제거한 평균작업시간을 사용하고 핵심자원(Bottleneck)의 자원경합을 해소한 후 크리티컬 체인을 결정하고 일정계획을 수립하되, 각 과업의 여유시간의 일정 부분을 크리티컬 체인의 뒤에 공통의 프로젝트 버퍼(buffer)로 두어 일정관리 상의 변동을 흡수할 수 있도록 고안되었다. 또한 크리티컬체인에 포함되지 않은 비크리티컬 체인에 속한 과업들이 전체 일정의 지연을 초래하는 것을 방지하기 위해 공급버퍼를 두어 변동을 흡수할 수 있도록 하였으며, 자원의 조달 상의 불확실성을 완화하기 위해 자원 버퍼를 두고 있다. 프로젝트 버퍼 빛 공급 버퍼 관리를 통해 일상적인 일반변동 요인(common cause variation)에 일정 지연 흡수뿐 아니라 특별변동 요인(special cause variation)에 의한 위험의 관리 및 완화가 가능하도록 되어 있다. 프로젝트 버퍼 및 공급버퍼의 크기는 일반적으로 해당 체인의 전체 길이 1/2을 사용한다. 버퍼관리가 프로젝트 실행 및 통제 매커니즘으로 활용된다. 버퍼관리에서는 버퍼길이를 OK 영역, 주시 및 계획 영역 그리고 행동영역으로 나누고, 프로젝트 상태가 주시 및 계획 영역에 진힙하게 되면 위험상태에 대비해서 비상조치계획을 수립하며, 행동역역에 들어가게 되면 계획된 비상조치계획을 실행함으로써 일정지연을 만화하게 된다. CCPM에서는 작업자들은 자신의 작업을 최선을 다해 열심히 일하고 과업 종료시 즉시 프로젝트 책임자에게 보곰함으로써 후속 과업이 조기에 작업을 개시할 수 있는 릴레이경주 방식의 작업 메커니즘을 따르도록 요청받게 된다. 또한 일정 지연의 가장 큰 주범인 멀티태스킹 작업은 철저하게 금지되도록 관리한다.

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비장애 아동의 한글쓰기 숙련도와 시선고정 간의 관련성 (The Relationship Between Korean Handwriting Skill and Visual Fixation)

  • 홍미영;이초희;김은빈;이언석;김은영
    • 대한감각통합치료학회지
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    • 제17권1호
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    • pp.1-8
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    • 2019
  • 목적 : 본 연구는 비장애 아동을 대상으로 한글쓰기 숙련도가 시선고정에 반영되는지를 알아보고자 하였다. 연구방법 : 만 7-9세 비장애 아동 21명이 본 연구에 참여하였다. 아동들은 Tobii Pro Glasses 2를 착용하고 10개 단어로 구성된 한글쓰기 과제를 수행하였다. 글자 크기 변이계수로 글씨쓰기 숙련도를 측정하였고, 시선추적장치에서 기록된 시선 위치 자료로부터 시선고정 빈도를 추출하였다. 글자 크기 변이계수와 시선고정 빈도 간의 상관분석을 실시하였다. 연구결과 : 세로크기 변이계수는 초당 시선고정 빈도와 정적으로 유의미한 상관을 나타냈다 (r = .459, p < .05). 이는, 글자 세로크기를 일관되게 쓰는 아동은 시선을 적은 위치에 고정함을 의미한다. 결론 : 본 연구는 비장애 아동을 대상으로 한글쓰기 수행과 시선고정 간의 관련성을 제시하였다. 본 연구는 한글쓰기 수행 동안 시선 움직임을 측정한 첫 시도로 향후 한글쓰기 발달 연구의 방향을 제시할 수 있을 것이다.

사건관련전위의 임상적 적용 (Clinical Applications of Event-related Potentials)

  • 권준수
    • 수면정신생리
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    • 제1권1호
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    • pp.36-46
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    • 1994
  • The event-related potentials are difined as the changes in voltage that occur at paticular time before, during and after something that happens in the physical world or some psychological processes. The possibilities of clinical applications of ERP are considered because the endogenous potentials such as P3 and contingent negative variation(CNV) are determined by the psychological significance of the stimulus. The P3 is a positive wave that occurs when a subject detects an informative task-relevant stimulus. The P3 amplitude and latency are affected by the various factors as subjective probabilites, stimulus meaning and information transmission. It is suggested that P3 wave is associated with the decision making, cognitive or perceptual closure, memory updating and transfer of information to consciousness etc. Although the intracerebral origin of the P3 wave is not known, the P3 may have multiple intracerebral generators. The CNV is a slow potential shift occuring during the foreperiod, between warning and response signals, in a reaction time experiment. It is related to expectancy, preparation etc. The abnormal findings of P3 wave and CNV in various psychiatric disorders are also discussed.

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초소형 기지국에서 타이밍 품질 향상을 위한 PDV 제어 방안 (The study on effective PDV control for IEE1588)

  • 김현수;신준효;김정훈;정석종
    • 한국정보통신설비학회:학술대회논문집
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    • 한국정보통신설비학회 2009년도 정보통신설비 학술대회
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    • pp.275-280
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    • 2009
  • Femtocells are viewed as a promising option for mobile operators to improve coverage and provide high-data-rate services in a cost-effective manner Femtocells can be used to serve indoor users, resulting in a powerful solution for ubiquitous indoor and outdoor coverage. TThe frequency accuracy and phase alignment is necessary for ensuring the quality of service (QoS) forapplications such as voice, real-time video, wireless hand-off, and data over a converged access medium at the femtocell. But, the GPS has some problem to be used at the femtocell, because it is difficult to set-up, depends on the satellite condition, and very expensive. The IEEE 1588 specification provides a low-cost means for clock synchronisation over a broadband Internet connection. The Time of Packet (ToP) specified in IEEE 1588 is able to synchronize distributed clocks with an accuracy of less than one microsecond in packet networks. However, the timing synchronization over packet switched networks is a difficult task because packet networks introduce large and highly variable packet delays. This paper proposes an enhanced filter algorithm to reduce ths packet delay variation effects and maintain ToP slave clock synchronization performance. The results are presented to demonstrate in the intra-networks and show the improved performance case when the efficient ToP filter algorithm is applied.

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Statistical Evaluation of Smoke Analysis Technique through Asia Collaborative Study V.

  • Ra, Do-Young;Rhee, Moon-Soo;Kim, Yoon-Dong;Hwang, Keon-Joong
    • 한국연초학회지
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    • 제20권1호
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    • pp.108-114
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    • 1998
  • This study was conducted to evaluate the techniques or analyzing tobacco smoke by statistical treatment method for the analytical data through Asia Collaborative Study V. In addition to five smoke components analysis, consisting of TPM, water, nicotine, NFDPM, and puff count of four cigarettes samples, statistical parameters such as mean, standard deviation, box-and-whisker plots, h plots, k plots, regression coefficients, reproducibility (R), and repeatability (r) were also calculated. Analysis of water content of cigarette smoke was the most difficult task, whereas puff count analysis was the easiest as well recognized by all laboratories. Analysis of nicotine and puff count accounted for both the lowest and the highest variation among four parameters. The water coefficients indicated more randomness or variation in the slops. The NFDPM data exhibited both types of deviations from linearity. Water content of sample D indicated the highest difference between two single results and between two interlaboratory test results. As a whole, KGTRI ranked higher in the analytical techniques for statistical evaluation of results when compared with the practices of 28 other laboratories.

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Evaluation of Deterioration on Steel Bridges Based on Bridge Condition Ratings

  • Park, Chan-Hee
    • Corrosion Science and Technology
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    • 제3권4호
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    • pp.166-171
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    • 2004
  • Recent developments in Bridge Management Systems (BMS) and in Life-Cycle Cost (LCC) of bridges, have raised the need for evaluation procedure of future condition (Deterioration) of a bridge. Predicting future deterioration is not an easy task due to limited past data to extrapolate from and also due to difficulty in measuring actual deterioration such as section loss of steel on an actual steel bridge. Also, increase in live load and reduction of resistance are random variables, thus a probabilistic approach should be adopted for determining the future deterioration. Due to difficulties in evaluation of future deterioration on steel bridges, accepting uncertainties within a reasonable error, a deterministic procedure using bridge condition rating can be a useful tool for projection of future condition of bridges to identify repair and maintenance needs. The object of this paper is to determine applicability of evaluating deterioration of steel bridge components based on Bridge condition ratings. Bridge condition ratings of bridge components show wide variation for bridges of same age and does not directly correlate well with the age of the bridge and/or deterioration of the bridge. High uncertainty can be reduced by breaking down the rating and by sensitivity analysis. From refined condition rating data, generalized deterioration profile of structures based on age can be derived. Examples are shown for sample bridges in USA. Approximately, 3,000 short to medium span steel bridges were listed in the inventory database. Results show wide variation of rating factors but by subdividing the Bridge condition ratings for various categories general deterioration profiles of steel bridges can be determined.