• Title/Summary/Keyword: 혼합 분류

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Evaluation of Static and Dynamic Characteristics of Coal Ashes (석탄회의 정적 및 동적 특성 평가)

  • Yoon, Yeowon;Chae, Kwangsuk;Song, Kyuhwan
    • Journal of the Korean GEO-environmental Society
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    • v.10 no.3
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    • pp.5-12
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    • 2009
  • This study presents static and dynamic strength of coal ashes collected from disposal site of power plant. Main compositions of coal ashes were bottom ashes. In order to evaluate static and dynamic characteristics of coal ash, NGI direct-simple shear tests, cyclic simple shear tests and direct shear tests were conducted. The strengths of coal ashes from those tests were compared to those of sands. Bottom ashes among coal ashes used for this study were classified as sand from the grain size distribution and show higher strength properties than the sands. For utilization of coal ashes in civil engineering project, mixing coal ashes with sandy soil using batch plant is inconvenient and the cost is higher than the spreading sand layer and coal layer alternately. In order to simulate both mixing type and layered type construction, sands and coal ashes were mixed with volume ratio 50:50 and prepared sand and coal ash layers alternately with the same volume ratio. From the tests mixed coal ashes-specimen shows slightly higher static and cyclic strength than the layered specimen at the same density. The higher strength seems due to the angular grain of bottom ashes. The cyclic stress ratio at liquefaction decreases rapidly as the number of cycle increases at mixed specimen than that of layered specimen.

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Moving Object Detection using Clausius Entropy and Adaptive Gaussian Mixture Model (클라우지우스 엔트로피와 적응적 가우시안 혼합 모델을 이용한 움직임 객체 검출)

  • Park, Jong-Hyun;Lee, Gee-Sang;Toan, Nguyen Dinh;Cho, Wan-Hyun;Park, Soon-Young
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.47 no.1
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    • pp.22-29
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    • 2010
  • A real-time detection and tracking of moving objects in video sequences is very important for smart surveillance systems. In this paper, we propose a novel algorithm for the detection of moving objects that is the entropy-based adaptive Gaussian mixture model (AGMM). First, the increment of entropy generally means the increment of complexity, and objects in unstable conditions cause higher entropy variations. Hence, if we apply these properties to the motion segmentation, pixels with large changes in entropy in moments have a higher chance in belonging to moving objects. Therefore, we apply the Clausius entropy theory to convert the pixel value in an image domain into the amount of energy change in an entropy domain. Second, we use an adaptive background subtraction method to detect moving objects. This models entropy variations from backgrounds as a mixture of Gaussians. Experiment results demonstrate that our method can detect motion object effectively and reliably.

Fusion Matching According to Land Cover Property of High Resolution Images (고해상도 위성영상의 토지피복 특성에 따른 혼합정합)

  • Lee, Hyoseong;Park, Byunguk;Ahn, Kiweon
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.30 no.6_1
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    • pp.583-590
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    • 2012
  • This study proposes fusion image matching method according to land cover property to generate a detailed DEM using the high resolution IKONOS-2 stereo pair. A classified image, consists of building, crop-land, forest, road and shadow-water, is produced by color image with four bands. Edges and points are also extracted from panchromatic image. Matching is performed by the cross-correlation computing after five classes are automatically selected in a reference image. In each of building class, crop-land class, forest class and road class, matching was performed by the grid and edge, only grid, only grid, grid and point, respectively. Shadow-water class was excepted in the matching because this area causes excessive error of the DEM. As the results, edge line, building and residential area could be expressed more dense than DEM by the conventional method.

Development of Heavy Rain Damage Prediction Function Using Mixed distribution (혼합분포를 이용한 호우피해 예측함수 개발)

  • Choi, Changhyun;Kim, Jongsung;Han, Daegun;Oh, Seunghyun;Kim, Hung Soo
    • Proceedings of the Korean Society of Disaster Information Conference
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    • 2016.11a
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    • pp.236-237
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    • 2016
  • 인류의 발전과 함께 재난관리에 대한 발전도 이루어져 왔다. 그러나 세계은행(World Bank)의 조사에 의하면 지난 30년간 전 세계적으로 자연재해로 인해 250만 명의 사람이 목숨을 잃었고, 피해금액은 4조 달러에 이르는 것으로 나타나, 아직 재난관리 체계에 많은 문제점이 있음이 드러났다. 특히, 우리나라는 각종 재난으로 인해 최근 10년(2006~2015)간 연 평균 약 5천억원의 피해액과, 약 1조 1천억원의 복구비를 지출하고 있다(국민안전처, 2016). 만약 재난 피해 발생 전 피해규모와 영향을 신속하게 추정할 수 있다면, 예방 및 대비 차원의 재난관리를 통해 피해액이 크게 감소될 것이다. 따라서 본 연구에서는 국내 재해의 65% 이상을 차지하고 있는 호우피해를 대상으로, 피해 예측함수를 개발하였다. 한강 권역을 본 연구의 대상지역으로 선정하였고, 재해연보자료를 조사하여 대상지역의 호우피해 발생 현황 및 피해액을 분석하였다. 또한 대상지역의 강우자료를 확보하기 위해 종관기상관측소의 강우자료를 확보하였다. 강우자료를 이용하여 지속시간별(1~24시간) 최대강우 자료와 재해기간별 선행강우(1~5일) 자료, 그리고 재해기간의 총 강우량 자료를 산출하였다. 이를 독립변수로 하여 재해기간의 시설물별 피해액과의 분석을 통해 호우피해 예측함수를 개발하였다. 호우피해 예측함수는 피해액을 로지스틱회귀분석을 통해 호우피해액이 큰 범위와 호우피해액이 작은 범위로 분류한 혼합분포를 이용하여 개발하였다. 본 연구는 효과적인 재해 관리체계를 확립 하고, 재해예방 및 대비 단계의 기초 자료로 사용될 수 있을 것으로 기대된다.

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A Study on the Typology of Social Insurance Policy Instruments in Korea (우리나라 사회보험 정책수단의 유형에 관한 연구)

  • Noh, Shi-Pyung
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.5
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    • pp.109-117
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    • 2014
  • This study tries to find the policy instruments that have used in the process of social insurance policy implementation. The results can be summarized as follows: First, in case of compulsory policy instrument, the government uses the regulation, public enterprise and government insurance in the process of implementing of all the social insurance policy. Second, in the case of mixed policy instrument, the government use the user' contribution in the process of implementing of all the social insurance policy but the subsidy was used in the process of implementing of the medical, pension, unemployment and long-term care insurance for the aged policy. Also, the information and discipline was used in the process of implementing of unemployment insurance policy and the partnership was used in the process of implementing of long-term care insurance for the aged policy. Third, in case of voluntary policy instrument, the government uses the family and community in the process of implementing of almost the whole social insurance policy.

A Study on Preference Heterogeneity of Economic Valuation for the Washland of Upo Wetland - Development of Waterfront Resources - (우포늪 천변저류지의 경제적 가치평가에 대한 선호이질성 연구 - 수변관광자원의 선택적 개발 -)

  • Yoo, Byong Kook;Kim, Hung Soo;Ju, Dug
    • Journal of Wetlands Research
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    • v.15 no.3
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    • pp.357-366
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    • 2013
  • This study investigates to explain preference heterogeneity of respondents for economic valuation in washland of Upo wetland using Mixed Logit Model and Latent Class Model. Mixed Logit Model showed respondent heterogeneity in the attributes of wetland area and funds as well as some alternatives violated IIA assumption. 2-class Latent Class Model for respondents were used to explain the sources of the heterogeneity. Class 1 respondents who are located relatively close to Upo wetland had more experience and knowledge of Upo wetland and better understood the information suggested in the questionnaire than class 2 respondents in mostly metropolitan area of Seoul, Incheon.

Liquefaction Characteristics of Polyethylene-Polypropylene Mixture by Pyrolysis at Low Temperature (Polyethylene-Polypropylene 혼합물의 저온 열분해에 의한 액화특성)

  • Cho, Sung-Hyun;Choi, Hong-Jun;Na, Byung-Ki;Lee, Bong-Hee
    • Clean Technology
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    • v.15 no.2
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    • pp.109-115
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    • 2009
  • The low temperature pyrolysis of polyethylene (PE), polypropylene (PP) and polyethylene-polypropylene (PE-PP) mixture in a batch reactor at the atmospheric pressure and $450^{\circ}C$ was carried out to investigate the synergy effect of PE-PP mixture. The pyrolysis time was from 20 to 80 mins. The products formed during pyrolysis were classified into gas, gasoline, kerosene, gas oil and heavy oil according to the petroleum product quality standard of Korea Institute of Petroleum Quality. The analysis of the product oils by GC/MS showed that no new component was detected and no synergy effect was made by mixing of PE and PP. Conversions and yields of PE-PP mixtures were linearly dependent on the mixing ratio of samples.

Performance Improvement of Speaker Recognition by MCE-based Score Combination of Multiple Feature Parameters (MCE기반의 다중 특징 파라미터 스코어의 결합을 통한 화자인식 성능 향상)

  • Kang, Ji Hoon;Kim, Bo Ram;Kim, Kyu Young;Lee, Sang Hoon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.6
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    • pp.679-686
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    • 2020
  • In this thesis, an enhanced method for the feature extraction of vocal source signals and score combination using an MCE-Based weight estimation of the score of multiple feature vectors are proposed for the performance improvement of speaker recognition systems. The proposed feature vector is composed of perceptual linear predictive cepstral coefficients, skewness, and kurtosis extracted with lowpass filtered glottal flow signals to eliminate the flat spectrum region, which is a meaningless information section. The proposed feature was used to improve the conventional speaker recognition system utilizing the mel-frequency cepstral coefficients and the perceptual linear predictive cepstral coefficients extracted with the speech signals and Gaussian mixture models. In addition, to increase the reliability of the estimated scores, instead of estimating the weight using the probability distribution of the convectional score, the scores evaluated by the conventional vocal tract, and the proposed feature are fused by the MCE-Based score combination method to find the optimal speaker. The experimental results showed that the proposed feature vectors contained valid information to recognize the speaker. In addition, when speaker recognition is performed by combining the MCE-based multiple feature parameter scores, the recognition system outperformed the conventional one, particularly in low Gaussian mixture cases.

A Study on the Flow Characteristics in Double Coaxial Pipe Jets (동축이중원관 분류에 있어서의 유동 특성에 관한 연구)

  • Shin, C.H.;Kim, K.H.
    • Journal of ILASS-Korea
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    • v.1 no.4
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    • pp.46-53
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    • 1996
  • The present study is aiming at improving the performance of main nozzle of an air jet loom with a modified reed and auxiliary nozzles. The double coaxial pipe jets consisting of a central air jet and an annular air jet have been experimentally investigated. The duter jet has a potential core and a constant velocity. The inner jet through an inner long pipe is induced by the subatmospheric pressure near the inner nozzle edge, and the jet velocity of an inner pipe is always lower than that of a outer pipe. The static pressures of the main nozzle over a wide range of the nozzle tank pressure were measured, and the nozzle velocity and Mach numbers were analytically calculated. Experiment81 results indicate that the critical condition of Mach number of unity to occur at the two positions in a main nozzle; one of them is the needle tip and the other is the acceleration tube exit An increase in the tank pressure causes the critical throat condition to occur at the two positions above. The velocity of acceleration-tube exit is maximum at the critical length L* and flow patter in acceleration-tube over critical lengh remains unstable.

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An Experimental Study on Turbulent Diffusion Flame in Double Coaxial Air Jets(II) (동축이중 공기분류중의 난류확산화염에 관한 실험적 연구 II)

  • 조용대;최병윤
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.14 no.5
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    • pp.1234-1243
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    • 1990
  • Double coaxial are jets(annular and coaxial air jets) between which propane gas is fed was selected to study the structure of diffusion flames in turbulent shear flow. Schlieren and direct photographs are taken to visualize the flame structure. Mean and fluctuating temperatures and ion currents were measured to investigate the macroscopic and the instantaneous flame structure. The objective of this study is to understand the interaction between combustion and mixing process especially in the transition region of turbulent shear flow. The investigation reported in this paper focuses on the macroscopic and the instantaneous structures of three flames obtained. The increased mixing effect resulting from increase of Reynolds number of central air jet makes the flame bluish and short. When the velocity of surrounding air stream is higher than that of central air jet, the instantaneous flame structure is composed of coherent structure. It is considered that the flame structure of transitional region of mixing layer depends on the structure of mixing layer of non-reacting conditions.