• 제목/요약/키워드: synthetic data

검색결과 1,444건 처리시간 0.028초

Time-series InSAR Analysis and Post-processing Using ISCE-StaMPS Package for Measuring Bridge Displacements

  • Vadivel, Suresh Krishnan Palanisamy;Kim, Duk-jin;Kim, Young Cheol
    • 대한원격탐사학회지
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    • 제36권4호
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    • pp.527-534
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    • 2020
  • This study aims to monitor the displacement of the bridges using Stanford Method for Persistent Scatterers (StaMPS) time-series Persistent Scatterer Interferometric Synthetic Aperture Radar analysis. For case study bridges: Kimdaejung bridge and Deokyang bridge, we acquired 60 and 33 Cosmo-Skymed Synthetic Aperture Radar (SAR) data over the Mokpo region and Yeosu region, respectively from 2013 to 2019. With single-look interferograms, we estimated the long-term time-series displacements over the bridges. The time-series displacements were estimated as -8.8 mm/year and -1.34 mm/year at the mid-span over the selected bridges: Kimdaejung and Deokyang bridge, respectively. This time-series displacement provides reliable and high spatial resolution information to monitor the structural behavior of the bridge for preventing structural behaviors.

하천유량의 추계학적 모의발생에 관한 연구(I) -하천유량의 Simulation 모델에 대하여- (Studies on the Stochastic Generation of Synthetic Streamflow Sequences(I) -On the Simulation Models of Streamflow-)

  • 이순탁
    • 물과 미래
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    • 제7권1호
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    • pp.71-77
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    • 1974
  • This paper reviews several different single site generation models for further development of a model for generating the Synthetic sequences of streamflow in the continuous streams like main streams in Korea. Initially the historical time series is looked using a time series technique, that is correlograms, to determine whether a lag one Markov model will satisfactorily represent the historical data. The single site models which were examined include an empirical model using the historical probability distribution of the random component, the linear autoregressive model(Markov model, or Thomas-Fiering model) using both logarithms of the data and Matala's log-normal transformation equations, and finally gamma distribution model.

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복소수 ResNet 네트워크 기반의 SAR 영상 물체 인식 알고리즘 (A Complex Valued ResNet Network Based Object Detection Algorithm in SAR Images)

  • 황인수
    • 한국군사과학기술학회지
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    • 제24권4호
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    • pp.392-400
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    • 2021
  • Unlike optical equipment, SAR(Synthetic Aperture Radar) has the advantage of obtaining images in all weather, and object detection in SAR images is an important issue. Generally, deep learning-based object detection was mainly performed in real-valued network using only amplitude of SAR image. Since the SAR image is complex data consist of amplitude and phase data, a complex-valued network is required. In this paper, a complex-valued ResNet network is proposed. SAR image object detection was performed by combining the ROI transformer detector specialized for aerial image detection and the proposed complex-valued ResNet. It was confirmed that higher accuracy was obtained in complex-valued network than in existing real-valued network.

Data-Adaptive ECOC for Multicategory Classification

  • Seok, Kyung-Ha
    • Journal of the Korean Data and Information Science Society
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    • 제19권1호
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    • pp.25-36
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    • 2008
  • Error Correcting Output Codes (ECOC) can improve generalization performance when applied to multicategory classification problem. In this study we propose a new criterion to select hyperparameters included in ECOC scheme. Instead of margins of a data we propose to use the probability of misclassification error since it makes the criterion simple. Using this we obtain an upper bound of leave-one-out error of OVA(one vs all) method. Our experiments from real and synthetic data indicate that the bound leads to good estimates of parameters.

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천연 인조 토끼털의 주관적 평가 및 물리적 성질에 관한 연구 (A Study on the Subjective Evaluation and Physical Properties of Natural/Artificial Rabbit Hairs)

  • 이선아;김종준
    • 패션비즈니스
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    • 제21권4호
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    • pp.144-158
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    • 2017
  • Fur garment has long been the conventional symbol for luxury, or conspicuous consumption. However, as fashion items began to diversify as part of overall fashion trend, fur items are now more about individual taste and style than just lavishness. Synthetic fur is especially emerging as a new promising fashion material, with a touch almost like natural fur at an affordable price. Along with the emergence of 'Vegan Fashion' trend, synthetic fur is establishing itself as a popular fashion textile. This study is an attempt to investigate subjective evaluation and physical properties of natural and synthetic furs, whose results will further serve as basic data in developing synthetic fur materials. Sensory and emotional evaluations are carried out on natural and artificial furs. For analysis, factors such as weight, thickness, air permeability, gloss and compressibility were surveyed to observe how they influence the physical properties. According to the subjective evaluation, natural and artificial fur samples do not differ in conspicuous ways in appearance. Experiments on physical properties, specifically warm/cool touch experiment, show that natural fur has a slightly higher warm sensation than artificial fur. Luster analysis by using a microscope revealed that there are subtle qualitative differences between natural and artificial fur. During the subjective evaluation, subjects found it hard to state distinct quantitative differences in luster. A survey as a means of assessing qualitative differences in gloss seems to be necessary to complement the evaluation. Results from this study will potentially serve as resources for diversification of fashion product designs using synthetic fur.

고해상도 SAR 최적 설계를 위한 영상형성 시스템 변수 및 성능분석에 관한 연구 (A study on the image formation system variable and performance analysis for optimum design of high resolution SAR)

  • 곽준영;정대권
    • 한국항공우주학회지
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    • 제40권1호
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    • pp.49-60
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    • 2012
  • 합성 개구면 레이다(SAR: synthetic aperture radar)는 날씨 및 주 야간에 관계없이 고해상도의 영상을 형성할 수 있기 때문에 다양한 분야에서 활용되고 있다. 본 논문에서는 고해상도 SAR 설계시 경사거리와 합성개구면의 길이가 영상형성에 미치는 영향을 RMA 시뮬레이터를 이용하여 성능분석을 수행하였다. 형성된 영상의 성능은 직접 육안으로 확인할 수 있었으나, 영상을 분석하는 수치로서도 성능평가가 가능하였다. 보다 구체적으로, 다양한 경사거리와 합성개구면의 길이 변화와 영상획득을 위한 기하구조에 따라 이상적인 점표적에 대한 시뮬레이션의 원시 데이터를 생성하였고, Spotlight 영상 형성 알고리듬을 이용하여 이에 따른 점표적 응답특성의 공간 해상도, 최대 부엽 수준, 누적 부엽 수준에 대한 성능분석을 수행하였다.

전기 화학적으로 리튬이 층간 삽입된 인조흑연의 구조와 열적 특성 분석 (Structural and thermal analysis of electrochemically Li intercalated synthetic graphite)

  • 오원춘
    • 분석과학
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    • 제14권3호
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    • pp.197-202
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    • 2001
  • 고온에서 만들어진 인조흑연을 음극 재료로 사용하여, 전기화학적으로 완전 충전된 상태에서 형성된 리튬이 층간 삽입된 인조흑연 화합물에 대하여 XRD와 DSC 분석 및 $^7Li-NMR$를 사용하여 특성화하였다. X-선 회절 결과로부터, 음극에 리튬이 충전된 상태의 인조 흑연 층간화합물의 경우, 1 stage가 주요한 회절선으로 강하게 나타났음 알 수 있었다. 리튬의 기저 평면 사이에 열적 안정성과 관련하여, 발열반응과 흡열반응의 변화량으로부터 리튬의 흑연 층간에서의 발산과 상관관계가 있음을 알 수 있다. $^7Li-NMR$ 스펙트럼 결과로부터, 방향족성의 증가와 삽입된 리튬의 거동으로부터 흡수선의 이동과 흡수밴드의 변이가 수반됨을 나타내었다. 이들 결과로부터, 리튬이 흑연층에 이상적으로 채워짐에 따라 높은 파장 쪽에서 이동이 나타남을 알 수 있다. 이러한 현상은 채워지지 않은 전자껍질에 전하이동밀도의 증가때문으로 여겨진다. 또한 리튬이 탄소층 사이에 채워짐과 관련하여 채워진 리튬의 무질서한 전자 스핀 방향과 불균일한 자기차수로 인하여 흡수밴드가 좁아진 것으로 여겨진다.

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미나리를 이용한 계면활성성분 및 합성세제 제거에 관한 연구 (The Removal of Surfactants and Commercial Detergents by Oenanthe javanica)

  • 김경민;최한영;신정식;나규환;이장훈
    • 한국환경보건학회지
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    • 제23권4호
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    • pp.115-120
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    • 1997
  • The purpose of thesis was to investigate the removal efficiency of surfactants and commercial detergents by Oenanthe javanica that is one of aquatic plants in Korea. The experiment is concerned with measuring the concentrations of surfactants and commercial detergents in different media: 1) in pure water, 2) in water containing Oenanthe javanica, 3) in water containing Oenanthe javanica and commercial nutrients. The surfactants used in this research include linear alkylbenzene sulfonates (LAS), $\alpha$-sulfo fatty acid methyl esters(MES), and alkylbenzene sulfonates(ABS). Two commercial detergents designated as A and B were in the forms of power and liquid. The results showed that LAS and MES were more effectively removed by Oenanthe javanica probably because these have a chain of linear carbon than on ABS with a branched carbon structure. In the case of commercial detergents, when the except was performed on the basis of surfactants proportion, the removal trends were similar to LAS and MES. The 5-day cultivating test with initial concentration of 0.5-1.0 ppm surfactants showed that less than 10% was removed if no nutrients an Oenanthe javanica were added. When Oenanthe javanica was added into the sample solution containing surfactants, the removal efficiency was increased 100% for the solution containing 0.5-1.0 ppm 60-70% for 5-10 ppm. In addition, chlorisis on Oenanthe javanica was observed due to surfactants and commercial detergents for all three cases. To test the dependence of population density on nutrients, the initial population density was made 300 g/0.4 m$^2$. Throughout the 5-day experiment, the on Oenanthe javanica grew 20-25% with 0.5-1.0 ppm without the synthetic nutrients but by 5% with a high concentrations of 5-10 ppm. The population density was appeared to be independent of synthetic nutrients. The leaves were to be grown with synthetic nutrients, while roots were grown without synthetic nutrients. Based on this research, the fundamental data concerning cultivation and an adequate adjustment of the water condition can provide for the utilization of Oenanthe javanica in real water treatment system.

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Genetic relationship between purebred and synthetic pigs for growth performance using single step method

  • Hong, Joon Ki;Cho, Kyu Ho;Kim, Young Sin;Chung, Hak Jae;Baek, Sun Young;Cho, Eun Seok;Sa, Soo Jin
    • Animal Bioscience
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    • 제34권6호
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    • pp.967-974
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    • 2021
  • Objective: The objective of this study was to estimate the genetic correlation (rpc) of growth performance between purebred (Duroc and Korean native) and synthetic (WooriHeukDon) pigs using a single-step method. Methods: Phenotypes of 15,902 pigs with genotyped data from 1,792 pigs from a nucleus farm were used for this study. We estimated the rpc of several performance traits between WooriHeukDon and purebred pigs: day of target weight (DAY), backfat thickness (BF), feed conversion rate (FCR), and residual feed intake (RFI). The variances and covariances of the studied traits were estimated by an animal multi-trait model that applied the Bayesian inference. Results: rpc within traits was lower than 0.1 for DAY and BF, but high for FCR and RFI; in particular, rpc for RFI between Duroc and WooriHeukDon pigs was nearly 1. Comparison between different traits revealed that RFI in Duroc pigs was associated with different traits in WooriHeukDon pigs. However, the most of rpc between different traits were estimated with low or with high standard deviation. Conclusion: The results indicated that there were substantial differences in rpc of traits in the synthetic WooriHeukDon pigs, which could be caused by these pigs having a more complex origin than other crossbred pigs. RFI was strongly correlated between Duroc and WooriHeukDon pigs, and these breeds might have similar single nucleotide polymorphism effects that control RFI. RFI is more essential for metabolism than other growth traits and these metabolic characteristics in purebred pigs, such as nutrient utilization, could significantly affect those in synthetic pigs. The findings of this study can be used to elucidate the genetic architecture of crossbred pigs and help develop new breeds with target traits.

인터넷 영양상담관리 시스템 (Manipulation System for Nutrition Counseling Based on Internet)

  • 홍순명;김곤
    • 대한영양사협회학술지
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    • 제10권3호
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    • pp.284-292
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    • 2004
  • The purpose of this study was to develop a manipulation system for nutrition counseling based on internet. This system offers convenient user interface and the synthetic counseling results with various utilities. This system consists of the general information of clients, the anthropometry data and the calculation of obesity and body index, the state of eating habits, calorie expenditure, clinical symptoms, the convenient method for analysis of nutrients, biochemical data and nutrition prescription. Having interoperability, these functions preserve the information of clients and manage the historical data. This system can insert, store, print out and generate the synthetic information of clients to provide a suitable and efficient nutrition counseling information. With accumulated client data, It does the nutrition education and counseling simultaneously. As it is developed based on internet, it provides friendly user interface. Also, Managing clients' information connected to database, it can provide a systematic and formal information. It is possible for the system to retrieve information and counsel in real time. It is expected that the nutrition counseling management system can improve the national health with animated nutrition counseling.

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