• 제목/요약/키워드: Processing plasma

검색결과 644건 처리시간 0.025초

딥러닝 기반의 Semantic Segmentation을 위한 Residual U-Net에 관한 연구 (A Study on Residual U-Net for Semantic Segmentation based on Deep Learning)

  • 신석용;이상훈;한현호
    • 디지털융복합연구
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    • 제19권6호
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    • pp.251-258
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    • 2021
  • 본 논문에서는 U-Net 기반의 semantic segmentation 방법에서 정확도를 향상시키기 위해 residual learning을 활용한 인코더-디코더 구조의 모델을 제안하였다. U-Net은 딥러닝 기반의 semantic segmentation 방법이며 자율주행 자동차, 의료 영상 분석과 같은 응용 분야에서 주로 사용된다. 기존 U-Net은 인코더의 얕은 구조로 인해 특징 압축 과정에서 손실이 발생한다. 특징 손실은 객체의 클래스 분류에 필요한 context 정보 부족을 초래하고 segmentation 정확도를 감소시키는 문제가 있다. 이를 개선하기 위해 제안하는 방법은 기존 U-Net에 특징 손실과 기울기 소실 문제를 방지하는데 효과적인 residual learning을 활용한 인코더를 통해 context 정보를 효율적으로 추출하였다. 또한, 인코더에서 down-sampling 연산을 줄여 특징맵에 포함된 공간 정보의 손실을 개선하였다. 제안하는 방법은 Cityscapes 데이터셋 실험에서 기존 U-Net 방법에 비해 segmentation 결과가 약 12% 향상되었다.

Effect of surface quality on hydrogen/helium irradiation behavior in tungsten

  • Chen, Hongyu;Xu, Qiu;Wang, Jiahuan;Li, Peng;Yuan, Julong;Lyu, Binghai;Wang, Jinhu;Tokunaga, Kazutoshi;Yao, Gang;Luo, Laima;Wu, Yucheng
    • Nuclear Engineering and Technology
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    • 제54권6호
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    • pp.1947-1953
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    • 2022
  • As the plasma facing material in the nuclear fusion reactor, tungsten has to bear the irradiation impact of high energy particles. The surface quality of tungsten may affect its irradiation resistance, and even affect the service life of fusion reactor. In this paper, tungsten samples with different surface quality were polished by mechanical processing, subsequently conducted by D2+ implantation and thermal desorption. D2+ implantation was performed at room temperature (RT) with the irradiation dose of 1 × 1021 D2+/m2 by 5 keV D2+ ions, and thermal desorption spectroscopy measurements were done from RT to 900 K. In addition, He irradiation was also performed by 50 eV He+ ions energy with the fluxes of 5.5 × 1021 m-2s-1 and 1.5 × 1022 m-2s-1, respectively. Results reveal that the hydrogen/helium irradiation behavior are both related to surface quality. Samples with high surface quality has superior D2+ retention behavior with less D2 retained after implantation. However, such samples are more likely to generate fuzzes on the surface after helium irradiation. Different morphologies (smooth, wavy, pyramids) after helium irradiation also demonstrates that the surface morphology is related to tungsten crystallographic orientation.

웹 서버 기반의 홀로그램 영상 제작 파이프라인 시스템 구현 (Web Server based Hologram Image Production Pipeline System Implementation)

  • 김용정;박찬수;신석용;김정호;필리페;이지윤;권순철;이승현
    • 문화기술의 융합
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    • 제7권4호
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    • pp.751-757
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    • 2021
  • 본 논문은 웹 서버 기반 환경에서 홀로그램 영상 제작을 위한 파이프라인 시스템을 제안하였다. 기존 홀로그램 영상 제작을 위해 시간 및 공간적인 제약이 존재한다. 제안하는 시스템을 통해 사용자에게 접근성을 높여 고품질의 홀로그램 영상을 획득하는 것을 목적으로 하였다. 웹 환경에서 사용자가 촬영한 동영상을 서버로 전송하여 후반 작업을 거쳐 홀로그램 영상 제작을 위한 프레임으로 변환하는 구조이다. 고품질 홀로그램 영상 획득을 위해 후반 작업은 딥러닝 기반의 알고리즘을 사용하였다. 제안하는 시스템은 사용자 편의를 위해 웹 환경에서 다양한 서비스 도구를 제공하였다. 이 방법을 통하여 제약된 공간이 아닌 웹 환경에서 영상을 촬영하기 때문에 홀로그램 영상 제작 시 사용자 접근성을 높였다.

RIE 공정을 이용한 유기발광다이오드의 광 산란층 제작 (Fabrication of Scattering Layer for Light Extraction Efficiency of OLEDs)

  • 배은정;장은비;최근수;서가은;장승미;박영욱
    • 반도체디스플레이기술학회지
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    • 제21권1호
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    • pp.95-102
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    • 2022
  • Since the organic light-emitting diodes (OLEDs) have been widely investigated as next-generation displays, it has been successfully commercialized as a flexible and rollable display. However, there is still wide room and demand to improve the device characteristics such as power efficiency and lifetime. To solve this issue, there has been a wide research effort, and among them, the internal and the external light extraction techniques have been attracted in this research field by its fascinating characteristic of material independence. In this study, a micro-nano composite structured external light extraction layer was demonstrated. A reactive ion etching (RIE) process was performed on the surfaces of hexagonally packed hemisphere micro-lens array (MLA) and randomly distributed sphere diffusing films to form micro-nano composite structures. Random nanostructures of different sizes were fabricated by controlling the processing time of the O2 / CHF3 plasma. The fabricated device using a micro-nano composite external light extraction layer showed 1.38X improved external quantum efficiency compared to the reference device. The results prove that the external light extraction efficiency is improved by applying the micro-nano composite structure on conventional MLA fabricated through a simple process.

PEALD를 이용한 HfO2 유전박막의 Al 도핑 효과 연구 (Study of Al Doping Effect on HfO2 Dielectric Thin Film Using PEALD)

  • 오민정;송지나;강슬기;김보중;윤창번
    • 한국전기전자재료학회논문지
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    • 제36권2호
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    • pp.125-128
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    • 2023
  • Recently, as the process of the MOS device becomes more detailed, and the degree of integration thereof increases, many problems such as leakage current due to an increase in electron tunneling due to the thickness of SiO2 used as a gate oxide have occurred. In order to overcome the limitation of SiO2, many studies have been conducted on HfO2 that has a thermodynamic stability with silicon during processing, has a higher dielectric constant than SiO2, and has an appropriate band gap. In this study, HfO2, which is attracting attention in various fields, was doped with Al and the change in properties according to its concentration was studied. Al-doped HfO2 thin film was deposited using Plasma Enhanced Atomic Layer Deposition (PEALD), and the structural and electrical characteristics of the fabricated MIM device were evaluated. The results of this study are expected to make an essential cornerstone in the future field of next-generation semiconductor device materials.

Use of Postbiotic as Growth Promoter in Poultry Industry: A Review of Current Knowledge and Future Prospects

  • Muhammad Saeed;Zoya Afzal;Fatima Afzal;Rifat Ullah Khan;Shaaban S. Elnesr;Mahmoud Alagawany;Huayou Chen
    • 한국축산식품학회지
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    • 제43권6호
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    • pp.1111-1127
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    • 2023
  • Health-promoting preparations of inanimate microorganisms or their components are postbiotics. Since probiotics are sensitive to heat and oxygen, postbiotics are stable during industrial processing and storage. Postbiotics boost poultry growth, feed efficiency, intestinal pathogen reduction, and health, making them acceptable drivers of sustainable poultry production. It contains many important biological properties, such as immunomodulatory, antioxidant, and anti-inflammatory responses. Postbiotics revealed promising antioxidant effects due to higher concentrations of uronic acid and due to some enzyme's production of antioxidants, e.g., superoxide dismutase, glutathione peroxidase, and nicotinamide adenine dinucleotide oxidases and peroxidases. Postbiotics improve intestinal villi, increase lactic acid production, and reduce Enterobacteriaceae and fecal pH, all of which lead to a better immune reaction and health of the gut, as well as better growth performance. P13K/AKT as a potential target pathway for postbiotics-improved intestinal barrier functions. Similarly, postbiotics reduce yolk and plasma cholesterol levels in layers and improve egg quality. It was revealed that favorable outcomes were obtained with various inclusion levels at 1 kg and 0.5 kg. According to several studies, postbiotic compounds significantly increased poultry performance. This review article presents the most recent research investigating the beneficial results of postbiotics in poultry.

Extracellular Acidification Augments NLRP3-Mediated Inflammasome Signaling in Macrophages

  • Byeong Jun Chae;Kyung-Seo Lee;Inhwa Hwang;Je-Wook Yu
    • IMMUNE NETWORK
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    • 제23권3호
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    • pp.23.1-23.17
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    • 2023
  • Inflammation is a series of host defense processes in response to microbial infection and tissue injury. Inflammatory processes frequently cause extracellular acidification in the inflamed region through increased glycolysis and lactate secretion. Therefore, the immune cells infiltrating the inflamed region encounter an acidic microenvironment. Extracellular acidosis can modulate the innate immune response of macrophages; however, its role for inflammasome signaling still remains elusive. In the present study, we demonstrated that macrophages exposed to an acidic microenvironment exhibited enhanced caspase-1 processing and IL-1β secretion compared with those under physiological pH. Moreover, exposure to an acidic pH increased the ability of macrophages to assemble the NLR family pyrin domain containing 3 (NLRP3) inflammasome in response to an NLRP3 agonist. This acidosis-mediated augmentation of NLRP3 inflammasome activation occurred in bone marrow-derived macrophages but not in bone marrow-derived neutrophils. Notably, exposure to an acidic environment caused a reduction in the intracellular pH of macrophages but not neutrophils. Concordantly, macrophages, but not neutrophils, exhibited NLRP3 agonist-mediated translocation of chloride intracellular channel protein 1 (CLIC1) into their plasma membranes under an acidic microenvironment. Collectively, our results demonstrate that extracellular acidosis during inflammation can increase the sensitivity of NLRP3 inflammasome formation and activation in a CLIC1-dependent manner. Thus, CLIC1 may be a potential therapeutic target for NLRP3 inflammasome-mediated pathological conditions.

개에서 신장의 허혈-재관류 손상에 대한관류-흡인의 감소효과 (Amelioration Effects of Irrigation-Aspiration on Renal Ischemia-Reperfusion Injury in Canine Model)

  • 이재일;손화영;정성목;김명철
    • 한국임상수의학회지
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    • 제25권4호
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    • pp.257-262
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    • 2008
  • 신장의 허혈-재관류 손상은 수술하는 동안 부득이하게 발생하는 허혈-재관류 손상에 대한 이식조직의 내성에 따라 이식된 장기의 생존력이 달려있기 때문에 임상적으로 아주 중요하다. 본 연구의 목적은 신장 혈관을 차단하여 유발한 허혈-재관류 모델에서 관류-흡인의 효과를 알아보고자 실시하였다. 신기능과 항산화 효소를 검사하기 위해 혈액 샘플을 채취하였고 신장내 동맥의 혈류저항을 측정하였다. 14일째 신장을 절제하여 조직검사를 실시하였다. 신기능(Cr, BUN)은 처치군에 비해 비처치군에서 유의성 있는 상승을 보였다. 신장내 혈류 저항은 두 그룹 사이에 유의성이 없었다. 항산화 효소 활성은 대조군에 비해 비처치군에서 유의성 있는 감소를 보였으나, 처치군에서는 대조군과 유의성이 없었다. 조직검사 결과에서도 처치군이 비처치군에 비해 적은 조직손상을 보였다. 이러한 결과는 관류-흡인 과정이 신장의 허혈-재관류 손상을 감소시키는데 유용한 단계임을 시사한다.

포토리소그래피를 통한 광통신용 실리콘 렌즈 제작 및 특성 연구 (Research on Fabrication of Silicon Lens for Optical Communication by Photolithography Process)

  • 박준성;이대장;노호균;김성근;허재영;류상완;강성주;하준석
    • 마이크로전자및패키징학회지
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    • 제25권2호
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    • pp.35-39
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    • 2018
  • 광결합 효율(Fiber coupling efficiency)을 개선하기 위해서는 Laser diode에서 넓은 각도로 방출된 빛을 광섬유의 중심(Core) 부분으로 모아주는 집광렌즈(Collimating lens)가 필수적이다. 현재 사용되는 집광렌즈는 형틀(Mold)을 이용한 글래스 몰드(Glass mold) 공법이 널리 사용되고 있다. 이 방식은 생산단가가 저렴하지만, 정교한 성형이 어렵고 구면수차와 같은 품질문제가 있다. 본 연구는 기존의 글래스 몰드 공법을 반도체 공정으로 대체함으로써 표면 가공의 정밀도를 높이고, 렌즈의 재질 또한 반도체 공정에 적합한 실리콘으로 변경하였다. 반도체공정은 PR을 이용한 포토리소그래피(Photolithography) 공정과 플라즈마를 이용한 건식 식각(Dry etching) 공정으로 구성된다. 광결합 효율은 실리콘 렌즈의 광학적 특성을 평가하기 위해 초정밀 정렬 시스템을 사용하여 측정되었다. 그 결과, 렌즈 직경 $220{\mu}m$ 일 때의 최대 광결합 효율은 50%로 측정되었고, 렌즈 직경 $210-240{\mu}m$ 범위에서는 최고 광결합 효율 대비 5% 이하의 광결합 특성저하를 보여줌을 확인하였다.

Characterization of SiC/C Nanocomposite Powders Synthesized by Arc-Discharge

  • Zhou, Lei;Yu, Jie Yi;Gao, Jian;Wang, Dong Xing;Gan, Xiao Rong;Xue, Fang Hong;Huang, Hao;Dong, Xing Long
    • Applied Microscopy
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    • 제45권4호
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    • pp.242-248
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    • 2015
  • In this paper, three carbon sources, i.e., solid graphite, gaseous CH4 and liquid ethanol, and one solid silicon source were employed to synthesize SiC/C nanocomposite powders by arc-discharge plasma. The processing conditions such as the component ratios of raw materials, atmospheric gases, etc. were adjusted for controllable synthesis of the nanopowders. It is indicated that both of solid graphite and silicon can be co-evaporated and reacted to form nanophases of cubic ${\beta}$-SiC with ~50 nm in mean size and a little free graphite; the carbon atoms decomposed from gaseous $CH_4$ favor to combine with the evaporated silicon atoms to form the dominant SiC nanophase; liquid carbon source of ethanol can also be used to harvest the main ${\beta}$-SiC and minor 6H-SiC phases in the assembly of nanoparticles. The as-prepared SiC/C nanocomposite powders were further purified by a heat-treatment in air and their photocatalytic performances were then greatly improved.