• Title/Summary/Keyword: X2 test

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Video Segmentation using the Automated Threshold Decision Algorithm (비디오 분할을 위한 자동 임계치 결정 알고리즘)

  • Ko Kyong-Cheol;Lee Yang-Won
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.6 s.38
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    • pp.65-74
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    • 2005
  • This Paper Propose a robust scene change detection technique that use the weighted chi-square test and the automated threshold-decision algorithm. The weighted chi-test can subdivide the difference values of individual color channels by calculating the color intensities according to mSC standard, and it can detect the scene change by joining the weighted color intensities to the predefined chi-test which emphasize the comparative color difference values. The automated decision algorithm uses the difference values of frame-to-frame that was obtained by the weighted chi-test. In the first step, The average of total difference value and standard deviation value is calculated and then, subtract the mean value from the each difference values. In the next step, the same process is performed on the remained difference value. The propose method is tested on various sources and in the experimental results, it is shown that the Proposed method is efficiently estimates the thresholds and reliably detects scene changes.

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Extraction of Smocking in Elevator Using Robust Scene Change Detection Method (강건한 장면 전환 검출 기법을 이용한 엘리베이터 내의 흡연 추출)

  • Lee, Kang-Ho;Shin, Seong-Yoon;Rhee, Yang-Won
    • Journal of the Korea Society of Computer and Information
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    • v.18 no.10
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    • pp.89-95
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    • 2013
  • Smoking in elevators is a criminal offense that is included in a misdemeanor. Because of that smoking in elevators can be very critical for our growing children and weak women. In this paper, we would like to extract criminals doing this criminal offense to smoke in elevators. Extraction method detect difference value using modified color-X2-test and it was normalized. Next, we find frames that has occurred scene change in successive frames using the four-step algorithm of scene change detection. Finally, we present the method of smoking image retrieval and extraction in stored large amount of video. In the experiment, we show process and number of scene change detection, and the number of video searched per retrieval time. The extracted smoking video is to submit as evidence for the police or court.

An X-masking Scheme for Logic Built-In Self-Test Using a Phase-Shifting Network (위상천이 네트워크를 사용한 X-마스크 기법)

  • Song, Dong-Sup;Kang, Sung-Ho
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.44 no.2
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    • pp.127-138
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    • 2007
  • In this paper, we propose a new X-masking scheme for utilizing logic built-in self-test The new scheme exploits the phase-shifting network which is based on the shift-and-add property of maximum length pseudorandom binary sequences(m-sequences). The phase-shifting network generates mask-patterns to multiple scan chains by appropriately shifting the m-sequence of an LFSR. The number of shifts required to generate each scan chain mask pattern can be dynamically reconfigured during a test session. An iterative simulation procedure to synthesize the phase-shifting network is proposed. Because the number of candidates for phase-shifting that can generate a scan chain mask pattern are very large, the proposed X-masking scheme reduce the hardware overhead efficiently. Experimental results demonstrate that the proposed X-masking technique requires less storage and hardware overhead with the conventional methods.

The Study of Statistical Optimization of 1,4-dioxane Treatment Using E-beam Process (전자빔 공정을 이용한 1,4-Dioxane 처리의 통계적 최적화 연구)

  • Hwang, Haeyoung;Chang, Soonwoong
    • Journal of the Korean GEO-environmental Society
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    • v.12 no.4
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    • pp.25-31
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    • 2011
  • In this study, the experimental design methodology was applied to optimize 1,4-dioxane treatment in E-beam process. Main factor was mathematically described as a function of parameters 1,4-dioxane removal efficiencies(%), TOC removal efficiencies(%) modeled by the use of the central composite design(CCD) method among the response surface methodology(RSM). Concentration of 1,4-dioxane is designated as "$x_1$" and Irradiation intensity is designated as "$x_2$". The regression equation in coded unit between the 1,4-dioxane concentration and removal efficiencies(%) was $y=71.00-10.85x_1+20.67x_2+{1.53x_1}^2-{7.92x_2}^2-1.23x_1x_2$. The regression equation in coded unit between the 1,4-dioxane concentration and TOC removal efficiencies(%) was $y=44.48-13.25x_1+9.54x_2+{5.43x_1}^2-{1.35x_2}^2+4.45x_1x_2$. The model predictions agreed well with the experimentally observed results $R^2$(Adj) over 90%. Toxicity test using algae Pseudokirchneriella Subcapitata showed that the inhibition was reduced according to increasing an E-beam irradiation.

Effect of Co Interlayer on the Interfacial Reliability of SiNx/Co/Cu Thin Film Structure for Advanced Cu Interconnects (미세 Cu 배선 적용을 위한 SiNx/Co/Cu 박막구조에서 Co층이 계면 신뢰성에 미치는 영향 분석)

  • Lee, Hyeonchul;Jeong, Minsu;Kim, Gahui;Son, Kirak;Park, Young-Bae
    • Journal of the Microelectronics and Packaging Society
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    • v.27 no.3
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    • pp.41-47
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    • 2020
  • The effect of Co interlayer on the interfacial reliability of SiNx/Co/Cu thin film structure for advanced Cu interconnects was systematically evaluated by using a double cantilever beam test. The interfacial adhesion energy of the SiNx/Cu thin film structure was 0.90 J/㎡. This value of the SiNx/Co/Cu thin film structure increased to 9.59 J/㎡.Measured interfacial adhesion energy of SiNx/Co/Cu structure was around 10 times higher than SiNx/Cu structure due to CoSi2 reaction layer formation at SiNx/Co interface, which was confirmed by X-ray photoelectron spectroscopy analysis. The interfacial adhesion energy of SiNx/Co/Cu structure decreased sharply after post-annealing at 200℃ for 24 h due to Co oxidation at SiNx/Co interface. Therefore, it is required to control the CoO and Co3O4 formation during the environmental storage of the SiNx/Co/Cu thin film to achieve interfacial reliability for advanced Cu interconnections.

Stabilization of LiMn2O4 Electrode for Lithium Secondary Bttery (II) -Stability of Substituted LiMn2O4 in Aqueous System- (리튬이차전지용 정극활물질 LiMn2O4의 안정화(II) -수용액계에서 치환형 LiMn2O4의 안정성-)

  • Lee, Jin-Sik;Lee, Chul-Tae
    • Applied Chemistry for Engineering
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    • v.10 no.6
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    • pp.832-837
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    • 1999
  • Stability of a cathode material was determined by Tafel plot in 1 M LiOH solution. The stabilized $LiM_xMn_{2-x}O_4$ (x=0.05~0.1) electrode resulted in overpotential of 0.13~0.15 mV at 100 mA. This overpotential was 0.05 mV lower than that of the spinel structured $LiMn_2O_4$ electrode. Conductivity test at various potentials showed that the conductivity of $LiM_xMn_{2-x}O_4$ was higher than that of the spinel structured $LiMn_2O_4$ and the bulk resistance of $LiM_xMn_{2-x}O_4$ due to the dissolution of $Mn^{2+}$ was lowered.

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A Wear Resistance of Electroless Ni-P-X(X : $Al_2O_3$, Diamond) Composite Coating Layers (무전해 Ni-P-X(X : $Al_2O_3$, Diamond) 복합도금층의 내마모성)

  • Kim, Man;Jang, Do-Yeon;No, Byeong-Ho;Han, Seong-Ho;Lee, Gyu-Hwan
    • 연구논문집
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    • s.22
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    • pp.151-160
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    • 1992
  • The wear resistance of electroless Ni-P-X(X A1203, Diamond) composite coating layers was studied by Taber abrasion test technique. The wear resistance of composite coating layers was particularly relied upon the codeposited content, particle size and distribution of particles, and heat treatment of coating layers, as well as the electroless nickel plating bath employed. In this study, we lay emphasis on the wear resistance of electroless composite coating layers containing A1203 particles(1.2~Im, 6.7hIm, 11.5lIm, 20l1m) or diamond particles (1.5jim, 5gm). From the result of composite coating A1203 and diamond particles, the wear resistance of composite coating layers is as follows.

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A Study of Probability Functions of Best Fit to Distribution of Annual Runoff -on the Nakdong River Basin- (년유출량의 적정확률 분포형에 관한 연구 -낙동강 유역을 중심으로-)

  • 조규상;이순탁
    • Water for future
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    • v.7 no.2
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    • pp.107-111
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    • 1974
  • Annual runoff in the Nakdong river basin has been analyzed to find the probability functions of best fit to distribution of historical annual runoff. The results obtained are as follows; (1) Log-normal 3-parameter disrtibution is believed as the probability function of best fit to historical distribution (2) Log-normal 3-parameter disrtibution is believed as the best fit probability function among Log-normal dist-ributions. (3) In the test of goodness of fit, $x^2-test$ shows that probability of $x^2-valus$ in Log-normal 3-parameter distribution is nearly more than 90%. But in the Simirnov-Kolmogorov test, hypotheses for the probability distributions cannot be rejected at significance level 5% & 1%. (4) Among 7 gauging stations, Dongchon & Koryung-Bridge's records show lower fitness to the theoretical probability functions than other 5 gauging station's

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Self-Esteem, Health Status and Life Satisfaction in Elderly Women According to the Spouse성s Perspective (배우자 유무에 따른 여성노인의 자아존중감, 건강상태 및 생활만족도에 관한 연구)

  • 신혜숙
    • Journal of Korean Academy of Nursing
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    • v.31 no.6
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    • pp.1119-1128
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    • 2001
  • This study was designed to identify degrees of self-esteem, health status, and life satisfaction in elderly women and investigate the relationship between these factors. The results will contribute to effective nursing intervention for promoting the quality of life for elderly women. Method: The subjects of this study included 129 elderly women. The data was collected through personal interviews using questionnaires from Nov. to Dec. of 2000. The measurement tools were the self-esteem scale developed by Rosenberg and translated by Byong-Je Jong (1974), the health status scale developed by Young Ja Lee(1989), and the life satisfaction scale developed by Jin Youn(1982). The data was analyzed by the SPSS computer program, and it included descriptive statistics, x2-test, t-test and the pearson correlation coefficient. Result: The conclusions of this study are summarized as follows: 1. There was a significant difference in age (x2=12.952, p=.000), religion (x2=6.140, p=.000), spending money (x2=.7.511, p= .000), living expenses load (x2=16.189, p= .000), and the major support provider (x2=6.539, p=.000), according to general characteristics in the existence elderly women. 2. There was a significant difference in self-esteem (t=7.05, P=.000), Health status (t=-10.09, P=.000), and life satisfaction (t=6.62, P=.000) between the two groups. 3. There was a significant positive correlation between self-esteem and health status (r=.406, P=.000), self-esteem and life satisfaction (r=.524, P=.000), and health status and life satisfaction (r=.504, P= .0000) in elderly women.

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Optimal Weights for a Vector of Independent Poisson Random Variables

  • Kim, Joo-Hwan
    • Communications for Statistical Applications and Methods
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    • v.9 no.3
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    • pp.765-774
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    • 2002
  • Suppose one is given a vector X of a finite set of quantities $X_i$ which are independent Poisson random variables. A null hypothesis $H_0$ about E(X) is to be tested against an alternative hypothesis $H_1$. A quantity $\sum\limits_{i}w_ix_i$ is to be computed and used for the test. The optimal values of $W_i$ are calculated for three cases: (1) signal to noise ratio is used in the test, (2) normal approximations with unequal variances to the Poisson distributions are used in the test, and (3) the Poisson distribution itself is used. The above three cases are considered to the situations that are without background noise and with background noise. A comparison is made of the optimal values of $W_i$ in the three cases for both situations.