• 제목/요약/키워드: Multi-Threshold

검색결과 457건 처리시간 0.028초

다단계 임계화와 확률 밀도 함수를 이용한 TFT-LCD 결함 검출 (TFT-LCD Defect Detection Using Multi-level Threshold and Probability Density Function)

  • 김세윤;정창도;윤병주;주영복;최병재;박길흠
    • 한국지능시스템학회논문지
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    • 제19권5호
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    • pp.615-621
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    • 2009
  • TFT-LCD 영상은 불균일한 휘도 분포와 노이즈 신호, 그리고 결함 신호로 구성되어 있다. 결함 신호는 주변 정상 영역의 화소값 분포에 비해 일정한 변화를 가지는 영역으로서 육안 검출이 어려운 수준의 한도성 결함을 포함한다. 본 논문에서는 다단계 임계화를 통해 신뢰할 수 있는 수준까지 결함과 결함 유사 영역을 모두 검출하는 과검출(過檢出)을 수행하고, Parzen Window를 이용한 확률 밀도 함수를 통해 실제 결함이 아닌 유사 영역을 제거하는 알고리즘을 제안하였다. 제안한 알고리즘의 유효성을 확인하기 위해 다양한 실험 영상에 대한 실험 결과를 살펴보고 실제 TFT-LCD 영상에 적용하여 봄으로써 신뢰성 있는 결함 검출에 적합함을 입증하였다.

A Simple Cooperative Transmission Protocol for Energy-Efficient Broadcasting Over Multi-Hop Wireless Networks

  • Kailas, Aravind;Thanayankizil, Lakshmi;Ingram, Mary Ann
    • Journal of Communications and Networks
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    • 제10권2호
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    • pp.213-220
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    • 2008
  • This paper analyzes a broadcasting technique for wireless multi-hop sensor networks that uses a form of cooperative diversity called opportunistic large arrays (OLAs). We propose a method for autonomous scheduling of the nodes, which limits the nodes that relay and saves as much as 32% of the transmit energy compared to other broadcast approaches, without requiring global positioning system (GPS), individual node addressing, or inter-node interaction. This energy-saving is a result of cross-layer interaction, in the sense that the medium access control (MAC) and routing functions are partially executed in the physical (PHY) layer. Our proposed method is called OLA with a transmission threshold (OLA-T), where a node compares its received power to a threshold to decide if it should forward. We also investigate OLA with variable threshold (OLA-VT), which optimizes the thresholds as a function of level. OLA-T and OLA-VT are compared with OLA broadcasting without a transmission threshold, each in their minimum energy configuration, using an analytical method under the orthogonal and continuum assumptions. The trade-off between the number of OLA levels (or hops) required to achieve successful network broadcast and transmission energy saved is investigated. The results based on the analytical assumptions are confirmed with Monte Carlo simulations.

교류 LED 조명의 빛 밝기 편차를 최소화하는 방법에 대한 연구 (A Study on How to Minimize the Luminance Deviation of AC-LED Lighting)

  • 이동원;이봉희;김병철
    • 한국전기전자재료학회논문지
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    • 제36권3호
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    • pp.255-260
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    • 2023
  • In order to spread LED lighting, LED lighting technology directly driven by alternating current (AC) commercial power has recently been introduced. Since current does not flow at a voltage lower than the threshold voltage of the LED, a non-conductive section occurs in the current waveform, and the higher the threshold voltage of the LED, the more discontinuous current waveforms are generated. In this paper, multi-LED modules are connected in series so that the threshold voltage can be adjusted according to the number of LED modules. A small number of LED modules are driven at a low instantaneous rectified voltage, and a large number of LED modules are driven at a high instantaneous rectified voltage to lengthen the overall lighting time of AC-LED lighting, thereby minimizing the luminance deviation of AC-LED lighting. In addition, the load current flowing through the LED module is adjusted to be the same as the design current even at the maximum rectified voltage higher than the design voltage, so that the light brightness of the LED module is kept constant. Therefore, even if the rectified voltage applied to the LED module changes, the AC-LED lighting in which the light brightness is constant and the luminance deviation is minimal has been realized.

Fabrication of Multi-Layered Graphenes/P(S-co-BA) Nanocomposite via Sudden Heating Heterocoagulation Process

  • Choi, JinKyu;Lee, Eun-Kyoung;Shim, Sang Eun
    • Elastomers and Composites
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    • 제52권4호
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    • pp.272-279
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    • 2017
  • The heterocoagulation of latex is a simple and useful method to fabricate various polymer nanocomposites in which a precise control of the colloid stability is essential. In this work, a multi-layered graphenes (MLGs)/poly(styrene-co-butyl acrylate) (P(S-co-BA)) nanocomposite having an excellent dispersion of MLGs was prepared via the sudden heating heterocoagulation process. The P(S-co-BA) component was obtained by emulsion polymerization. This process can effectively shorten the process and particles growth steps. The colloid stability of these dispersions was controlled by factors such as ionic charge, temperature, and reaction times. The influence of these factors on heterocoagulation was evaluated and the properties of the nanocomposites were investigated. The conductivity of the MLGs/P(S-co-BA) nanocomposites increased from -11.53 to -5.70 S/cm for an increase in MLG content from 0.01 to 5 wt%. Moreover, percolation threshold was observed in the case of 0.01 wt% MLGs.

Surface Extraction from Multi-material CT Data

  • Fujimori, Tomoyuki;Suzuki, Hiromasa
    • International Journal of CAD/CAM
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    • 제6권1호
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    • pp.81-87
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    • 2006
  • This paper describes a method for extracting surfaces from multi-material CT (Computed Tomography) data. Most contouring methods such as Marching Cubes algorithm assume that CT data are composed of only two materials. Some extended methods such as [3, 6] can extract surfaces from the multi-material (non-manifold) implicit representation. However, these methods are not directly applicable to CT data that are composed of three or more materials. There are two major problems that arise from fundamentals of CT. The first problem is that we have to use n(n-1)/2 threshold values for CT data contains n materials and select appropriately one threshold value for each boundary area. The second is that we cannot reconstruct only from CT data in which area three or more materials are adjacent each other. In this paper, we propose a method to solve the problems by using image analysis and demonstrate the effectiveness of the method with application examples construct polygon models from CT data of machine parts.

Two optimal threshold criteria for ROC analysis

  • Cho, Min Ho;Hong, Chong Sun
    • Journal of the Korean Data and Information Science Society
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    • 제26권1호
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    • pp.255-260
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    • 2015
  • Among many optimal threshold criteria from ROC curve, the closest-to-(0,1) and amended closest-to-(0,1) criteria are considered. An ROC curve that passes close to the (0,1) point indicates that two models are well classified. In this case, the ROC curve is located far from the (1,0) point. Hence we propose two criteria: the farthest-to-(1,0) and amended farthest-to-(1,0) criteria. These criteria are found to have a relationship with the KolmogorovSmirnov statistic as well as some optimal threshold criteria. Moreover, we derive that a definition for the proposed criteria with more than two dimensions and with relations to multi-dimensional optimal threshold criteria.

Seafloor terrain detection from acoustic images utilizing the fast two-dimensional CMLD-CFAR

  • Wang, Jiaqi;Li, Haisen;Du, Weidong;Xing, Tianyao;Zhou, Tian
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제13권1호
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    • pp.187-193
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    • 2021
  • In order to solve the problem of false terrains caused by environmental interferences and tunneling effect in the conventional multi-beam seafloor terrain detection, this paper proposed a seafloor topography detection method based on fast two-dimensional (2D) Censored Mean Level Detector-statistics Constant False Alarm Rate (CMLD-CFAR) method. The proposed method uses s cross-sliding window. The target occlusion phenomenon that occurs in multi-target environments can be eliminated by censoring some of the large cells of the reference cells, while the remaining reference cells are used to calculate the local threshold. The conventional 2D CMLD-CFAR methods need to estimate the background clutter power level for every pixel, thus increasing the computational burden significantly. In order to overcome this limitation, the proposed method uses a fast algorithm to select the Regions of Interest (ROI) based on a global threshold, while the rest pixels are distinguished as clutter directly. The proposed method is verified by experiments with real multi-beam data. The results show that the proposed method can effectively solve the problem of false terrain in a multi-beam terrain survey and achieve a high detection accuracy.

뉴런 MOS 임계 게이트를 갖는 2중 패스-트랜지스터 논리를 이용한 4치 논리 게이트 설계 (Design of Quaternary Logic gate Using Double Pass-transistor Logic with neuron MOS Threshold gate)

  • 박수진;윤병희;김흥수
    • 전기전자학회논문지
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    • 제8권1호
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    • pp.33-38
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    • 2004
  • 다치 논리 패스 게이트는 다치 논리를 구성하기 위한 중요한 소자이다. 본 논문에서는, 뉴런 $MOS({\nu}MOS)$ 임계 게이트를 갖는 2중 패스-트랜지스터 논리를 이용하여 4치 MIN(QMIN)/negated MIN(QNMIN) 게이트 그리고 4치 MAX(QMAX)/negated MAX(QNMAX) 게이트를 설계하였다. DPL은 입력 캐패시턴스의 증가 없이 게이트 속도를 향상 시켰다. 또한 대칭 배열과 2중 전송 특성을 갖는다. 임계 게이트는 ${\nu}MOS$ 다운 리터럴 회로(DLC)로 구성 된다. 제안된 게이트는 다양한 다치 임계 전압을 실현할 수 있다. 본 논문에서, 회로는 3V의 전원 전압을 사용하였고 0.35um N-Well 2-poly 4-metal CMOS 공정의 파라메터를 사용하였으며 모든 모의 실험은 HSPICE를 이용하였다.

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다중시기 원격탐사 화상의 변화탐지를 위한 임계치 자동 추정 (Automatic Estimation of Threshold Values for Change Detection of Multi-temporal Remote Sensing Images)

  • 박노욱;지광훈;이광재;권병두
    • 대한원격탐사학회지
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    • 제19권6호
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    • pp.465-478
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    • 2003
  • 이 논문은 다중시기 원격탐사 화상의 무감독 변화탐지를 위해 자동으로 임계치를 결정하는 두가지 방법을 제안하였다. 두 방법 모두 3성분 가우시안 혼합 확률 모델의 파라미터 추정과 베이지안 최소 오차 이론을 이용한 임계치 결정의 두 단계로 이루어져 있다. 첫 번째 방법은 Bruzzone and Prieto (2000)의 방법을 확장 적용한 것으로, 혼합 확률 모델의 파라미터 추정에 기대최대화 기법을 적용한다. 두 번째 제안 방법은 연속적으로 임계치 결정과 혼합 확률 모델의 파라미터 추정을 수행한다. 모의 화상과 KOMPSAT-1 EOC 화상에 적용한 결과, 제안한 두 기법 모두 효율적으로 모델 파라미터를 추정할 수 있었으며, 최소 오차를 보이는 임계치에 근사한 값을 추출할 수 있었다.

Optimized Relay Selection and Power Allocation by an Exclusive Method in Multi-Relay AF Cooperative Networks

  • Bao, Jianrong;Jiang, Bin;Liu, Chao;Jiang, Xianyang;Sun, Minhong
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제11권7호
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    • pp.3524-3542
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    • 2017
  • In a single-source and multi-relay amplify-forward (AF) cooperative network, the outage probability and the power allocation are two key factors to influence the performance of an entire system. In this paper, an optimized AF relay selection by an exclusive method and near optimal power allocation (NOPA) is proposed for both good outage probability and power efficiency. Given the same power at the source and the relay nodes, a threshold for selecting the relay nodes is deduced and employed to minimize the average outage probability. It mainly excludes the relay nodes with much higher thresholds over the aforementioned threshold and thus the remainders of the relay nodes participate in cooperative forwarding efficiently. So the proposed scheme can improve the utility of the resources in the cooperative multi-relay system, as well as reduce the computational complexity. In addition, based on the proposed scheme, a NOPA is also suggested to approach sub-optimal power efficiency with low complexity. Simulation results show that the proposed scheme obtains about 2.1dB and 5.8dB performance gain at outage probability of $10^{-4}$, when compared with the all-relay-forward (6 participated relays) and the single-relay-forward schemes. Furthermore, it obtains the minimum outage probability among all selective relay schemes with the same number of the relays. Meanwhile, it approaches closely to the optimal exhaustive scheme, thus reduce much complexity. Moreover, the proposed NOPA scheme achieves better outage probability than those of the equal power allocation schemes. Therefore, the proposed scheme can obtain good outage probability, low computational complexity and high power efficiency, which makes it pragmatic efficiently in the single-source and multi-relay AF based cooperative networks.