• Title/Summary/Keyword: Triple Data

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A Triple Residual Multiscale Fully Convolutional Network Model for Multimodal Infant Brain MRI Segmentation

  • Chen, Yunjie;Qin, Yuhang;Jin, Zilong;Fan, Zhiyong;Cai, Mao
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.3
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    • pp.962-975
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    • 2020
  • The accurate segmentation of infant brain MR image into white matter (WM), gray matter (GM), and cerebrospinal fluid (CSF) is very important for early studying of brain growing patterns and morphological changes in neurodevelopmental disorders. Because of inherent myelination and maturation process, the WM and GM of babies (between 6 and 9 months of age) exhibit similar intensity levels in both T1-weighted (T1w) and T2-weighted (T2w) MR images in the isointense phase, which makes brain tissue segmentation very difficult. We propose a deep network architecture based on U-Net, called Triple Residual Multiscale Fully Convolutional Network (TRMFCN), whose structure exists three gates of input and inserts two blocks: residual multiscale block and concatenate block. We solved some difficulties and completed the segmentation task with the model. Our model outperforms the U-Net and some cutting-edge deep networks based on U-Net in evaluation of WM, GM and CSF. The data set we used for training and testing comes from iSeg-2017 challenge (http://iseg2017.web.unc.edu).

Performance Ratio of Crystalline Si and Triple Junction a-Si Thin Film Photovoltaic Modules for the Application to BIPVs

  • Cha, Hae-Lim;Ko, Jae-Woo;Lim, Jong-Rok;Kim, David-Kwangsoon;Ahn, Hyung-Keun
    • Transactions on Electrical and Electronic Materials
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    • v.18 no.1
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    • pp.30-34
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    • 2017
  • The building integrated photovoltaic system (BIPV) attracts attention with regard to the future of the photovoltaic (PV) industry. It is because one of the promising national and civilian projects in the country. Since land area is limited, there is considerable interest in BIPV systems with a variety of angles and shapes of PV panels. It is therefore expected to be one of the major fields for the PV industry in the future. Since the irradiation is different from each installation angle, the output can be predicted by the angles. This is critical for a PV system to be operated at maximum power and use an efficient design. The development characteristics of tilted angles based on data results obtained via long-term monitoring need to be analyzed. The ratio of the theoretically available and actual outputs is compared with the installation angles of each PV module to provide a suitable PV system for the user.

Numerical study of the cyclic behavior of steel plate shear wall systems (SPSWs) with differently shaped openings

  • Ali, Mustafa M.;Osman, S.A.;Husam, O.A.;Al-Zand, Ahmed W.
    • Steel and Composite Structures
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    • v.26 no.3
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    • pp.361-373
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    • 2018
  • This paper presents the development of finite element (FE) models to simulate the behavior of diagonally stiffened steel plate shear wall systems (SPSWs) with differently shaped openings subjected to a cyclic load. This walling system has the potential to be used for shear elements that resist lateral loads in steel-framed buildings. A number of $\text\tiny{^1/_2}$-scale one-story buildings that were un-stiffened, stiffened and stiffened with opening SPSWs are modeled and simulated using the finite element method based on experimental data from previous research. After validating the finite element (FE) models, the effects of infill plate thickness on the cyclic behavior of steel shear walls are investigated. Furthermore, triple diagonal stiffeners are added to the steel infill plates of the SPSWs, and the effects are studied. Moreover, the effects of a number of differently shaped openings applied to the infill plate are studied. The results indicate that the bearing capacity and shear resistance are affected positively by increasing the infill plate thickness and by adding triple diagonal stiffeners. In addition, the cyclic behavior of SPSWs is improved, even with an opening in the SPSWs.

Origin of the East Sea (Japan Sea) and Plate Tectonics (東海의 起源과 板構造論)

  • Kim, So Gu
    • 한국해양학회지
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    • v.19 no.1
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    • pp.94-102
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    • 1984
  • The origin of the East sea is discussed in the light of modern geophysical theories such as plate tectonics and sea-floor spreading. The origin of the East Sea was due to the tensional force of the back-arc spreading which was initiated as early as late Cretaceous time of Paleocene. The spreading was asymmetric with a fast movement of eastward or southeastward and a slow westward motions. The spreading, however, was confined to the East Sea due to the change of the Pacific Plate north-northwest to west-northwest during Eocene time. Further intensifying research based on more accurate seismic data as well as on geophysical and geological informations should be carried out continuously to understand if the spreading of the Japan Sea died out due to triple junction formed by mention of the Pacific, the Eurasian, and the Philippine plates since the Quaternary.

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Polyacetylenic compounds from Atractylodes rhizomes

  • Kim, Jung-Hoon
    • The Korea Journal of Herbology
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    • v.31 no.5
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    • pp.25-39
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    • 2016
  • Objectives : Atractylodes rhizomes, which have been widely used to treat gastrointestinal disorders, consist of numerous chemical compounds. Polyacetylenes are the parts of characteristic compounds of importance required to understand the therapeutic properties of Atractylodes rhizomes. It is necessary to understand the physicochemical and pharmacological properties of polyacetylenes in the Atractylodes rhizomes.Methods : The literatures from 1970 to January 2016 were searched using Korean and international electronic databases. The chemical structures of polyacetylenes were drawn by structure-drawing software.Results : The reported polyacetylenes were classified by their chemical skeletons and original resources, and their physicochemical and pharmacological features were discussed. Polyacetylenes with skeletal moieties were reported, such as diene-diyne types (two double and two triple carbon-bonds), triene-diyne types (three double carbon bonds and two triple carbon bonds), and monoene-diyne types (one double carbon bonds and two double carbon bonds), with various functional groups. Atractylodin was most frequently reported from many Atractylodes species. Atractylodin-related polyacetylenes showed chemical instability in both high and freezing temperatures. Processing of the Atractylodes rhizomes by stir-frying with bran could affect the contents of polyacetylenes and their bioavailability in vivo. Several polyacetylenes showed structure-related anti-inflammatory activities and gastrointestinal activities.Conclusion : Polyacetylene compounds in Atractylodes rhizomes were based on three chemical backbones and showed diverse physicochemical and pharmacological features. The present study provides structural, physicochemical, and pharmacological information of polyacetylene from Atractylodes rhizomes. This information provides fundamental data for further research.

A Small Cavity Bandpass Filter using Triple-Mode Technique (삼중모드 기법을 이용한 소형 공동 공진기 대역통과 필터)

  • 홍의석
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.9 no.4
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    • pp.535-541
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    • 1998
  • A 2 stage 6-pole bandpass filter(BPF) is designed and implemented by using triple-mode cavity for satellite payload system. The BPF has an 100 MHz bandwidth at the center frequency of 14.5 GHz, Ku-band. The cavity filter uses two orthogonal $TE_{113}$ modes and one $TM_{012}$ mode. The intercavity coupling between the adjacent cavities results in a Chebyshev response and is accomplished by H-field component of TE modes. The size and location of intercavity slot are determined by the coupling equation from H-field of TE resonant modes in circular cavity. The measured filter response agrees well with the theoretical data.

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Sub- Breaking Analysis of Free Surface Flows by the Numerical Simulation (수치 시뮬레이션을 통한 자유표면 유동의 Sub-Breaking 해석)

  • Kwag, Seung-Hyun
    • Journal of Navigation and Port Research
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    • v.28 no.8
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    • pp.753-757
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    • 2004
  • The free-surface flow is simulated to make clear the viscous interaction of stem waves and the sub-breaking phenomena around a high speed vehicle. The Navier-Stokes equation is solved by a finite difference method where the body-fitted coordinate system, the wall function and the triple-grid system are invoked They are applied to study precisely on the stem flow of S-103 as to which extensive experimental data are available. Computations are extended to the submerged revolutional body. The numerical result shows that the gradient of M/Us is greatly influenced by the submerged depth And the stem wave is influenced by the separation due to the bow wave.

Uncertainty Analysis of various soil moisture measurement in mountains. (산지 토양수분량의 불확실성 분석)

  • Kim, Kiyoung;Lee, Yeongil;Jung, Sungwon
    • Proceedings of the Korea Water Resources Association Conference
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    • 2019.05a
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    • pp.316-316
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    • 2019
  • 최근 빈번한 자연재해로 인해 기상 및 지구물리학적 요소들을 관측하는 연구들이 활발히 진행되고 있으며, 그중 지표와 기상을 연결해주는 토양수분 관측은 지구에서 일어나는 현상에 대한 이해도를 높이기 위한 중요한 요소로써 인식되고 있다. 이러한 토양수분 자료는 지난 몇 년 동안 다양한 측정 방법과 알고리즘 개발이 이루어져왔으나 이러한 방식으로 산출된 데이터를 무분별하게 이용하기에 앞서 최적의 사용을 위해 오류 구조를 파악하고 정량적으로 측정하는 분석이 필요하다. 따라서 Triple collocation(TC) 기법을 활용하여 가상의 실제값(hypothetical truth)을 가정하고 각각의 산출데이터의 측정 불확도와 상관성을 추정할 수 있다. 본 연구에서는 인공위성, 모델자료와 같은 측정 방법뿐만 아니라 지점에 설치하여 물리적인 방법을 통한 토양수분 산출방식에도 관측상의 오차가 존재함을 인지하고, 이러한 오차가 존재하는 다양한 데이터들을 분석하였다. 이용된 데이터는 설마천 산지 사면에 설치된 유전율식(TDR, Time Domain Reflectometer) 측정장비, Cosmic-Ray newtron Probe, Noah 지표모델을 활용한 자료 동화 자료인 Global Land Data Assimilation System (GLDAS)를 입력 자료로 하여 TC 기법에 적용하였다. 분석 결과는 유역의 토양수분 관측에 대한 다양한 방법의 불확실성을 규명하는데 가장 중요한 연구로써 활용될 것으로 기대 된다.

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Sustainable Industrial Value Creation in SMEs: A Comparison between Industry 4.0 and Made in China 2025

  • Muller, Julian M.;Voigt, Kai-Ingo
    • International Journal of Precision Engineering and Manufacturing-Green Technology
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    • v.5 no.5
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    • pp.659-670
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    • 2018
  • The Industrial Internet of Things (IIoT) confronts industrial manufactures with economic, ecological, as well as social benefits and challenges, referring to the Triple Bottom Line of sustainability. So far, research has mainly investigated its dimensions in isolation or economic aspects have not been compared with ecological and social perspectives. Further, research misses studies that are devoted to the special characteristics and requirements of Small and Medium-sized Enterprises (SMEs). This study aims to contribute to close this research gap, providing a research context that encompasses all three dimensions of sustainability. The results are based on data obtained from 329 SMEs, 222 in Germany and 107 in China, therefore allowing for a comparison of the concepts "Industrie 4.0" and "Made in China 2025" in the context of SMEs. In general, German SMEs expect a lower impact through "Industrie 4.0", perceiving the concept as more beneficial for larger enterprises. We further find that Chinese SMEs foremost see social benefits. Challenges whilst introducing "Industrie 4.0"by German SMEs as well as several frame conditions are perceived more relevant than for "Made in China 2025", as seen by Chinese SMEs. The paper closes with implications for research and practice based on these findings.

Partial Photoionization Cross Section of Collinear eZe Helium: Numerical Confirmation of Semiclassical Predictions

  • Lee, Min-Ho;Choi, Nark Nyul
    • Journal of the Korean Physical Society
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    • v.73 no.10
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    • pp.1486-1494
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    • 2018
  • Based on the semiclassical theory of chaotic scattering, Tanner et al. [J. Phys. B 40, F157 (2007)] proposed the fluctuation in the partial photoionization cross section of helium below the double-ionization threshold would show the same characteristics as in the total cross section, predicting that the Fourier spectrum of the fluctuation reveals peaks at the classical actions of closed triple collision orbits and the amplitude of the fluctuation decreases algebraically as the energy approaches the double-ionization threshold. In that paper, however, the predictions were not clearly confirmed due to the lack of experimental data with sufficient accuracy. So instead, we calculate the partial photoionization cross sections of collinear eZe helium for the energy range from the single-ionization threshold $I_{20}$ to $I_{32}$ in order to numerically confirm the predictions. Analysis of the fluctuation in the partial cross section shows that the predictions are indeed valid. Our findings mean that the fluctuation in the partial photoionization cross section can be described by classical triple collision orbits in the semiclassical limit. Thus it explains in a natural way the mirroring and mimicking structures observed in cross section signals for different ionization channels.