• Title/Summary/Keyword: 검출확률

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Scene change detection of various color space using difference of histogram (다양한 컬러 공간에서 히스토그램 차이를 이용한 장면 전환 검출)

  • Tak, Soo-Yong;Yoo, Sin;Lee, Byeong-Rae;Lee, Wan-Joo;Ryu, Keun-Suk;Kim, Tack-Gon;Kang, Hyun-Chul
    • Proceedings of the Korea Contents Association Conference
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    • 2010.05a
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    • pp.466-468
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    • 2010
  • 본 논문에서는 다양한 컬러모델 영상을 대상으로 히스토그램의 차이를 이용한 장면 전환 검출 결과를 비교한다. 임계값은 히스토그램의 변화에 따라 변화하는 적응적 임계값 설정 방법을 사용하여 오검출과 미검출의 확률을 줄였다. 점진적인 장면 전환에도 강인한 검출을 위하여 탐색 구간의 변화와 히스토그램의 변화가 급격하게 자주 일어나는 구간의 히스토그램의 변화율을 이용하여 장면 전환을 검출 하는 방법을 제안 하였다.

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Tool condition monitoring using parameters of beta distribution in gear shaving process (기어 세이빙 공정에서 베타 확률 분포를 이용한 공구 상태 검출)

  • Choi, Deok-Ki;Kim, Seong-Jun;Oh, Young-Tak
    • Proceedings of the KSME Conference
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    • 2008.11a
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    • pp.1069-1074
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    • 2008
  • Tool condition monitoring (TCM) is crucial for improvement of productivity in manufacturing process. However, TCM techniques have not been applied to monitor tool failure in an industrial gear shaving application. Therefore, this work studied a statistical TCM method for monitoring gear shaving tool condition. The method modeled the shaving process using beta probability distribution in order to extract the effective features. Modeling includes rectifying for converting a bi-modal distribution into a unimodal distribution, estimating parameters of beta probability distribution based on method of moments. The usefulness of features obtained from the proposed method was evaluated and discussed.

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Cooperative Spectrum Sensing with Feedback Error in the Cognitive Radio Systems (무선 인지 시스템에서 궤환 오류를 고려한 협력 스펙트럼 센싱 기법에 관한 연구)

  • Oh, Dong-Chan;Lee, Heui-Chang;Lee, Yong-Hwan
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.4C
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    • pp.364-370
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    • 2010
  • In this paper, we propose a cooperative channel sensing scheme in the presence of feedback errors. Accurate local sensing results may not directly be applied to cooperative sensing due to feedback errors. We consider the cooperative channel sensing that utilizes local sensing results in good feedback channel condition. Finally, simulation results show that the proposed scheme can maximize the detection probability while guaranteeing desired false alarm probability.

Stochastic Remaining Fatigue Life Assessment Considering Crack Inspection Results (균열 검사 결과를 고려한 선체 잔류 피로 수명의 확률론적 예측)

  • Park, Myong-Jin;Kim, Yooil
    • Journal of the Society of Naval Architects of Korea
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    • v.57 no.1
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    • pp.1-7
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    • 2020
  • In general, an inspection schedule is established based on the long-term fatigue life during the design stage. However, in the design stage, it is difficult to clearly identify the uncertainty factors affecting long-term fatigue life. In this study, the probabilistic fatigue life assessment was conducted in accordance with the methodology of DNV-GL. Firstly, The initial crack distribution estimated through the initial crack propagation analysis was updated by reflecting the results of crack inspection. Secondly, the updated crack distribution was compared with the initial crack distribution, and the probability of failure was updated with the effect of crack inspection.

Improved Weighted-Collaborative Spectrum Sensing Scheme Using Clustering in the Cognitive Radio System (클러스터링 기반의 CR시스템에서 가중치 협력 스펙트럼 센싱 기술의 개선연구)

  • Choi, Gyu-Jin;Shon, Sung-Hwan;Lee, Joo-Kwan;Kim, Jae-Moung
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.7 no.6
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    • pp.101-109
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    • 2008
  • In this paper, we introduce clustering scheme to calculate probability of detection which is practically required for conventional weighted-collaborative sensing technique. We also propose an improved weighted-collaborative spectrum sensing scheme using new weight generation algorithm to achieve better performance in Cognitive Radio systems. We calculate Pd in each cluster which is a CR users group with similar channel situation. New weight factor is generated using square sum of all cluster's Pds. Simulations under slow fading show that we can get better total detection probability and lower false alarm rate when PU (Primary User) suddenly terminates their transmission.

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Cooperative Spectrum Sensing in Cognitive Radio Systems with Weight Value Applied (인지무선 시스템에서 부사용자의 거리에 따른 가중치가 적용된 협력 스펙트럼 센싱)

  • Yun, Heesuk;Yun, Jaesoon;Bae, Insan;Jang, Sunjeen;Kim, Jaemoung
    • Journal of Satellite, Information and Communications
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    • v.9 no.3
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    • pp.91-97
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    • 2014
  • In this paper, we propose weighted detection probability with distance between primary user and secondary users by using cooperative spectrum sensing based on energy detection. And we analysis and simulate the result. We suggest different distance between primary user and secondary users and the wireless channel between primary user and secondary users is modeled as Gaussian channel. From the simulation results of the cooperative spectrum sensing with weighted method make coverage bigger compared with non-weight, and We show higher sensing efficiency when we put weight detection probability than before method.

Efficient Markov Feature Extraction Method for Image Splicing Detection (접합영상 검출을 위한 효율적인 마코프 특징 추출 방법)

  • Han, Jong-Goo;Park, Tae-Hee;Eom, Il-Kyu
    • Journal of the Institute of Electronics and Information Engineers
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    • v.51 no.9
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    • pp.111-118
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    • 2014
  • This paper presents an efficient Markov feature extraction method for detecting splicing forged images. The Markov states used in our method are composed of the difference between DCT coefficients in the adjacent blocks. Various first-order Markov state transition probabilities are extracted as features for splicing detection. In addition, we propose a feature reduction algorithm by analysing the distribution of the Markov probability. After training the extracted feature vectors using the SVM classifier, we determine whether the presence of the image splicing forgery. Experimental results verify that the proposed method shows good detection performance with a smaller number of features compared to existing methods.

An Adaptive K-best detection algorithm for MIMO systems (다중 송수신 안테나 시스템에서 적응 K-best 검출 알고리즘)

  • Kim, Jong-Wook;Kang, Ji-Won;Lee, Chung-Yong
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.43 no.10 s.352
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    • pp.1-7
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    • 2006
  • Lattice decoding concept has been proposed for the implementation of the Maximum-Likelihood detection which is the optimal receiver from the viewpoint of the BER (Bit Error Rate) performance for MIMO (Multiple Input Multiple Output) systems. Sphere decoding algorithm and K-best decoding algorithm are based on the lattice decoding concept. A K-best decoding algorithm shows a good BER performance with relatively low complexity. However, with small K value, the error propagation effect severely degrades the performance. In this paper, we propose an adaptive K-best decoding algorithm which has lower average complexity and better BER performance than conventional K-best decoding algorithm.

Enhanced watermarking scheme based on removal of local means (지역 평균값 제거를 통한 개선된 워터마킹 방법)

  • 강현수;홍진우;김광용
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.11C
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    • pp.1106-1111
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    • 2002
  • This paper presents a new watermarking scheme to reduce the detection error probability through removal of local mean values of an original signal equivalently. At first, we show that the error probability is reduced by the removal of the local mean values. In the removal process, we are in need of a method that equivalently removes the local mean values without modification of the original signal since the process changes the original signal. The method is based on the principle that as the watermark with zero local mean values is embedded, the local mean values of the original signal is equivalently removed in detection of the watermark. The principle are analytically proven, and the superiority of the proposed method is verified by experiments for variety of watermarks.

Transmission Performance Analysis for OTAR in LINK16 communication system (LINK16 통신체계에서 무선 키 갱신을 위한 전송성능 분석)

  • Hong, Jin-Keun
    • Proceedings of the Korea Contents Association Conference
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    • 2004.11a
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    • pp.384-388
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    • 2004
  • In this paper, we analyses transmission performance of synchronization pattern for over the air rekeying in aerial tactical link of LINK16, when it is given by symbol error rate, in respect of pattern detection probability and false alarm probability.

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