• 제목/요약/키워드: selection criterion

검색결과 437건 처리시간 0.027초

Ordinal Measure of DCT Coefficients for Image Correspondence and Its Application to Copy Detection

  • Changick Kim
    • 방송공학회논문지
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    • 제7권2호
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    • pp.168-180
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    • 2002
  • This paper proposes a novel method to detect unauthorized copies of digital images. This copy detection scheme can be used as either an alternative approach or a complementary approach to watermarking. A test image is reduced to 8$\times$8 sub-image by intensity averaging, and the AC coefficients of its discrete cosine transform (DCT) are used to compute distance from those generated from the query image, of which a user wants to find copies. Copies may be Processed to avoid copy detection or enhance image quality. We show ordinal measure of DCT coefficients, which is based on relative ordering of AC magnitude values and using distance metrics between two rank permutations, are robust to various modifications of the original image. The optimal threshold selection scheme using the maximum a posteriori (MAP) criterion is also addressed.

BAYESIAN ROBUST ANALYSIS FOR NON-NORMAL DATA BASED ON A PERTURBED-t MODEL

  • Kim, Hea-Jung
    • Journal of the Korean Statistical Society
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    • 제35권4호
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    • pp.419-439
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    • 2006
  • The article develops a new class of distributions by introducing a nonnegative perturbing function to $t_\nu$ distribution having location and scale parameters. The class is obtained by using transformations and conditioning. The class strictly includes $t_\nu$ and $skew-t_\nu$ distributions. It provides yet other models useful for selection modeling and robustness analysis. Analytic forms of the densities are obtained and distributional properties are studied. These developments are followed by an easy method for estimating the distribution by using Markov chain Monte Carlo. It is shown that the method is straightforward to specify distribution ally and to implement computationally, with output readily adopted for constructing required criterion. The method is illustrated by using a simulation study.

소비자 정보 프로그램 개발을 위한 소비자 정보요구 -부천시를 중심으로- (Consumer Information Needs for Development of the Consumer Information Program -Focused on Puchon city-)

  • 정영금
    • 대한가정학회지
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    • 제36권6호
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    • pp.71-84
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    • 1998
  • This study attempts to investigate what information the consumer want, and the needs and contents of information for 10 goods categories. Especially, this study aims to be used as the basic data for development of consumer information program. So, data of this survey was collected in Puchon, and the results can be used in regions which has the similar circumstance. Major findings are as follows. Consumers in Puchon think that it is difficult for them to have the information about goods. They want to know the comparative quality of goods and criterion of selection. Needs of information about 10 goods categories are different from each other. They want the informations about cereals/meats/vegetables, home appliance, book/stationery/toy more than others. They want to acquire the information from community bulletins and mass communication. So, consumer information center in University can produce the information program available to community members using this results. Then, they offer it to them through various channels.

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A Neuro-Fuzzy Approach to Integration and Control of Industrial Processes:Part I

  • 김성신
    • 한국지능시스템학회논문지
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    • 제8권6호
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    • pp.58-69
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    • 1998
  • This paper introduces a novel neuro-fuzzy system based on the polynomial fuzzy neural network(PFNN) architecture. The PFNN consists of a set of if-then rules with appropriate membership functions whose parameters are optimized via a hybrid genetic algorithm. A polynomial neural network is employed in the defuzzification scheme to improve output performance and to select appropriate rules. A performance criterion for model selection, based on the Group Method of DAta Handling is defined to overcome the overfitting problem in the modeling procedure. The hybrid genetic optimization method, which combines a genetic algorithm and the Simplex method, is developed to increase performance even if the length of a chromosome is reduced. A novel coding scheme is presented to describe fuzzy systems for a dynamic search rang in th GA. For a performance assessment of the PFNN inference system, three well-known problems are used for comparison with other methods. The results of these comparisons show that the PFNN inference system outperforms the other methods while it exhibits exceptional robustness characteristics.

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Concentric Core Fiber Design for Optical Fiber Communication

  • Nadeem, Iram;Choi, Dong-You
    • Journal of information and communication convergence engineering
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    • 제14권3호
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    • pp.163-170
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    • 2016
  • Because of rapid technological advancements, increased data rate support has become the key criterion for future communication medium selection. Multimode optical fibers and multicore optical fibers are well matched to high data rate throughput requirements because of their tendency to support multiple modes through one core at a time, which results in higher data rates. Using the numerical mode solver OptiFiber, we have designed a concentric core fiber by investigating certain design parameters, namely core diameter (µm), wavelength (nm), and refractive index profile, and as a result, the number of channels, material losses, bending losses, polarization mode dispersion, and the effective nonlinear refractive index have been determined. Space division multiplexing is a promising future technology that uses few-mode fibers in parallel to form a multicore fiber. The experimental tests are conducted using the standard second window wavelength of 1,550 nm and simulated results are presented.

코퍼스기반 음성합성기의 데이터베이스 감축방안 (A Reduction of Speech Database in Corpus-based Speech Synthesis System)

  • 장경애;정민화;김재인;구명완
    • 대한음성학회지:말소리
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    • 제44호
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    • pp.145-156
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    • 2002
  • This paper describes the reduction of DB without degradation of speech quality in Corpus-based Speech synthesizer of the Korean language. In this paper, it is proposed that the frequency of every unit in reduced DB reflect the frequency of units in the Korean language. So, the target population of every unit is set to be proportional to its frequency in Korean large corpus (780k sentences, 45Mega phones). Secondly, the frequent instances during synthesis should be also maintained in reduced DB. To the last, it is proposed that frequency of every instance be reflected in clustering criteria and used as another important criterion for selection of representative instances. The evaluation result with proposed methods reveals better quality than that using conventional methods.

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Rapid Transform에 의한 한글(자음) 인식에 관한 연구 (A Study on the Recognition of Korean(Consonant) Characters Using Rapid Transform)

  • 송인준;이종하;곽훈성
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1987년도 전기.전자공학 학술대회 논문집(II)
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    • pp.1081-1084
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    • 1987
  • The Rapid transform is used in the recognition of Korean (Consonant) characters. The test pattern is represented by two gray levels (0 and 1). A 2-dimensinal rapid transform of the test pattern is computed. Feature selection is carried out in the Rapid transform domain. These features are used with the corresponding features of the template patterns in features of the template patterns in computing the Euclidian distance function and the decision is made based on the minimum distance criterion. Experimental results show that recognition rate is 94%.

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차기 초고압 송전선로의 도체방식 선정을 위한 환경설계 연구 (An Environmental Design Study for selecting Conductor Configurations of the next Extra High Voltage Transmission Line)

  • 박동욱;안희성;양광호;김정부;정상진;민석원
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1989년도 추계학술대회 논문집 학회본부
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    • pp.197-200
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    • 1989
  • The corona interference of extra high voltage (EHV) transmission lines has to be considered as an important design factor for establishing an electrical environmental countermeasure at a basic line design stage. This paper describes the conductor selection procedure through both corona performance test result in corona cage and its evaluation by the design criterion. It is known that three conductor configurations including $6{\times}810mm^2$ (spacing: 40 cm) are the suitable conductor bundle for the environmental preservation around both 2-circuits and 1-circuit T/L.

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자동차 피스톤 소재의 조직 개질에 의한 절삭성 향상 (A Study on the Machinability Progress by the Structure Improvement of Materials for Automobile's Piston)

  • 채왕석;김동현
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2003년도 춘계학술대회 논문집
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    • pp.573-576
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    • 2003
  • In this paper the following conclusions were obtained after examining and analyzing data through the various experiments by adopting automobile's piston as the experimental materials among the automobile materials which are being commercialized. The various experiments have been carried out with the object of presenting the selection of rational. economic materials and criterion according to the improvement of machining characteristics by grasping the strength and weakness of existing various materials and using the effects of metallic structure variables as well as satisfying the required conditions.

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내풍설계된 철골조 초고층건물의 선형동적해석에 의한 내진성능평가 (Seismic Perfomance Evaluation of Wind-Designed Steel Highrise Buildings Based on Linear Dynamic Analysis)

  • 이철호;김선웅
    • 한국지진공학회:학술대회논문집
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    • 한국지진공학회 2005년도 학술발표회 논문집
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    • pp.177-184
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    • 2005
  • Even in moderate to low seismic regions like Korean peninsular where wind loading usually governs the structural design of a tall building, the probable structural impact of the design basis earthquake or the maximum credible earthquake on the selected structural system should be considered at least in finalizing the design. In this study, by using response spectrum analysis and time history analysis method, seismic performance evaluation was conducted for wind-designed concentrically braced steel highrise buildings. Input ensemble was normalized to be compatible with expected peak ground acceleration. The analysis results showed that wind-designed concentrically braced steel highrise buildings possess significantly increased elastic seismic capacity due to the system overstrength resulting from the wind-serviceability criterion and the width-to-thickness ratio limits on steel members. The time history analysis tended to significantly underestimated the seismic response as compared to response spectrum analysis. Further detailed studies regarding selection and scaling scheme of input ground motions is needed.

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