• 제목/요약/키워드: Inception

검색결과 647건 처리시간 0.023초

단일 Reverse Inception 기반의 딥러닝을 사용한 홀로그램 Super-Resolution (Hologram Super-Resolution Using a Single Reverse Inception-based Deep Learning)

  • 김우석;김동욱;서영호
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송∙미디어공학회 2019년도 추계학술대회
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    • pp.208-209
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    • 2019
  • 저해상도의 홀로그램을 Bilinear및 Bicubic 등의 알고리즘을 이용하여 업 스케일링을 하는 방법도 있다. 하지만, 홀로그램 데이터의 손실이 매우 크게 발생하며, 이로 인한 화질 저하가 발생하게 된다. 본 논문에서는 기존에 요구되던 파라미터와 연산량, 메모리를 대폭 감소시키면서도 준수한 성능을 보이는 RCI 구조를 제안한다. 제안한 네트워크 구조는 준수한 성능을 보이면서도 기존 2D 이미지에 대한 SISR 네트워크보다 더 빠르고 더 적은 메모리를 사용하였다.

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위 내시경 영상을 이용한 병변 진단을 위한 딥러닝 기반 컴퓨터 보조 진단 시스템 (Deep Learning based Computer-aided Diagnosis System for Gastric Lesion using Endoscope)

  • 김동현;조현종
    • 전기학회논문지
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    • 제67권7호
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    • pp.928-933
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    • 2018
  • Nowadays, gastropathy is a common disease. As endoscopic equipment are developed and used widely, it is possible to provide a large number of endoscopy images. Computer-aided Diagnosis (CADx) systems aim at helping physicians to identify possibly malignant abnormalities more accurately. In this paper, we present a CADx system to detect and classify the abnormalities of gastric lesions which include bleeding, ulcer, neuroendocrine tumor and cancer. We used an Inception module based deep learning model. And we used data augmentation for learning. Our preliminary results demonstrated promising potential for automatically labeled region of interest for endoscopy doctors to focus on abnormal lesions for subsequent targeted biopsy, with Az values of Receiver Operating Characteristic(ROC) curve was 0.83. The proposed CADx system showed reliable performance.

$SF_6$ 개스 중에시 wire형 도전성 입자가 절연파괴전압에 미치는 영향 (The Effect of Wire-shaped Conducting Particles on the Breakdown Voltage in Compressed $SF_6$)

  • 이동인;이형호;최병주;김영배
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1988년도 추계학술대회 논문집 학회본부
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    • pp.258-262
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    • 1988
  • Investigations were made on the effects of wire-shaped conducting particles in compressed gas chamber on breakdown voltage. The objective was to recognize the relationship between the length of wire-shaped conducting particles and a.c breakdown voltage. Also the influence of conducting particles on corona inception voltage and extinction voltage were investigated. The values of breakdown voltage and corona inception, extinction voltages were calculated by wire shaped-conducting particles lengths.

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SF_6 가스와 절연지의 절연계에서 가스압력에 따른 부분방전현상 (Partial Discharge Phenomenon with $SF_6$ Gas Pressures in Insulation consisting of Insulation Paper and $SF_6$ Gas)

  • 선종호;김광화;박정후;조정수
    • 대한전기학회논문지:전기물성ㆍ응용부문C
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    • 제50권2호
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    • pp.65-71
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    • 2001
  • This paper describes partial discharge phenomenon with SF6gas pressures in insulation consisting of insulation paper and SF6 gas. We made the specimens with SF6 gas gaps which exist between aramid papers and electrodes and calculated the electric field intensity in the these gaps. We measured the partial discharge inception voltages and the AC breakdown voltages with the test method of IEC 60060-2 and did the partial discharge degradation experiments with a constant voltage. According to gas pressures, the breakdown voltages in SF6gas gaps were calculated by Paschen's law. And these results showed the ability applying partial discharge inception voltages evaluation to Paschen's law and the relationship between the PD quantities occurring insulation breakdown and PD occurring area.

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고온초전도 케이블의 절연설계를 위한 적층효과 (Multi-layered Effect for the Insulation Design of a HTS Cable)

  • 곽동순;천현권;김해종;조전욱;정순용;김상현
    • 한국전기전자재료학회논문지
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    • 제18권10호
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    • pp.950-955
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    • 2005
  • For the insulation design of a high temperature superconducting(HTS) cable, three kinds of design method were proposed, which used AC and impulse withstand voltage and partial discharge inception strength. However, the designed insulation thickness by AC and impulse could not be applied to cable fabrication process due to much low electrical breakdown strength. The effect of the multi-layered insulation paper was not considered on the previous insulation design and the insulation thickness by partial discharge inception strength could be applied only. In this paper, the electrical breakdown characteristic, which considered the effect of multi-layered of LPP, was investigated to design the insulation thickness.

진행파를 이용한 송전선로의 고장점 표정 알고리즘 (A Fault Location Algorithm for a Transmission Line Using Travelling Waves)

  • 강상희;김진한
    • 대한전기학회논문지:전력기술부문A
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    • 제53권10호
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    • pp.542-549
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    • 2004
  • The conventional fault location algorithms based on the travelling waves have an inherent problem. In cases of the close-up faults occurring near the relaying point and of the faults having zero degree inception angle of voltage signals, the conventional algorithms can not estimate an accurate fault distance. It is because the shapes of travelling waves are near sinusoidal in those cases. A new method solving this problem is presented in this paper. An FIR(Finite Impulse response) filter which makes high frequency components prominent and makes the power frequency component and dc-offset attenuated is used. With this method, the cross-correlation peak is to be very clear when a close-up fault or a fault having near zero-degree inception angle occurs. The cross-correlation peaks can be clearly distinguished and accurate fault location is practically possible consequently. A series of simulation studies using EMTP(Electromagnetic Transients Program) show that the proposed algorithm can calculate an accurate fault distance having maximum 2% or less error.

부시형 전기트리의 성장에 따른 부분방전 펄스의 분포 특성 (Properties of Distribution of PD Pulses accompanying with Propagation of bush-type Tree)

  • 강성화;정수현;이광우;장동욱;류부형;임기조
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1998년도 하계학술대회 논문집 D
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    • pp.1478-1480
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    • 1998
  • Inception and propagation of electrical tree and properties of partial discharge(PD) pulses accompanying with tree in low density polyethylene were discussed. We observed the characteristics of process of electrical tree by using optical microscope and investigated the statistical characteristics of the PD pulses by analyzing PD quantities and distribution patterns. The PD pulses were analyzed by q-n, $\phi$-n and $\phi$-q distribution. The statistical operators used were skewness(s), kurtosis(k) and average phase angle. The skewness and average discharge phase angle of PD pulses increased as the Propagation of tree. The kurtosis was about 1.8 at the Inception of tree, but It increased as the propagation of tree.

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이산 Daubechies 웨이브릿 변환을 이용한 송전선로의 고장검출 (A Study on Fault Detection for Transmission Line using Discrete Daubechies Wavelet Transform)

  • 이경민;박철원
    • 전기학회논문지P
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    • 제66권1호
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    • pp.27-32
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    • 2017
  • This paper presents a Daubechies wavelet-based fault detection method for fault identification in transmission lines. After the Daubechies wavelet coefficients are calculated, the proposed algorithm has been implemented difference equation using C language. We have modeled a 154kV transmission line using the ATPDraw software and have acquired test data. In order to evaluate effects of DC offset, simulations carried out while varying an inception angle of the voltage $0^{\circ}$, $45^{\circ}$, $90^{\circ}$. For performance evaluation, fault distance was varied. As we can see from the off-line simulation, the proposed algorithm shows rapid and accurate fault detection. Also we can see the proposed algorithm is not affected by the fault inception angle change.

$SF_6$ EHV VT 권선 절연지의 절연특성 (Insulation Characteristics of PET Films for $SF_6$ EHV VT Winding)

  • 김정달;박재윤;정장근;김종석;하현진;이용길
    • 한국전기전자재료학회논문지
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    • 제14권5호
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    • pp.391-396
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    • 2001
  • The purpose of this study is to investigate the effect of hole or crack on the Insulation characteristics of a PET films for EHV(Extra High Voltage) VT winding. The hole or the crack in the PET films was made and the insulation characteristics of them were measured. Ad an experimental result, it was shown hat he PDIV(Partial Discharge Inception Voltage) and the BDV(Breakdown Voltage) of the PET films with hole or crack were lower than those without them, and were markedly dependent on their position and temperature. Therefore, the hole and the crack affected to insulation characteristics of PET films for SF$_{6}$EHV(Extra High Voltage) VT Winding.g.

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Experimental Study on Surge Inception in a Centrifugal Compressor

  • Tamaki, Hideaki
    • International Journal of Fluid Machinery and Systems
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    • 제2권4호
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    • pp.409-417
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    • 2009
  • An investigation of surge inception in a centrifugal compressor was done with measurements of steady and unsteady static pressure. Vaneless diffuser and vaned diffuser were tested. Analyses of the static pressure and the pressure fluctuation showed that stall at the impeller leading edge occurred at first, and then it extended to downstream. In case of the vaneless diffuser, deterioration of the pressure rise in the impeller triggered instability. For the vande diffuser, instability that was generated in the impeller propagated into the vaned diffuser, however the pressure recovery by the vaned diffuser made the operation of the compressor stable at low flow rate.