• Title/Summary/Keyword: MSGC

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GAN-based Image-to-image Translation using Multi-scale Images (다중 스케일 영상을 이용한 GAN 기반 영상 간 변환 기법)

  • Chung, Soyoung;Chung, Min Gyo
    • The Journal of the Convergence on Culture Technology
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    • v.6 no.4
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    • pp.767-776
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    • 2020
  • GcGAN is a deep learning model to translate styles between images under geometric consistency constraint. However, GcGAN has a disadvantage that it does not properly maintain detailed content of an image, since it preserves the content of the image through limited geometric transformation such as rotation or flip. Therefore, in this study, we propose a new image-to-image translation method, MSGcGAN(Multi-Scale GcGAN), which improves this disadvantage. MSGcGAN, an extended model of GcGAN, performs style translation between images in a direction to reduce semantic distortion of images and maintain detailed content by learning multi-scale images simultaneously and extracting scale-invariant features. The experimental results showed that MSGcGAN was better than GcGAN in both quantitative and qualitative aspects, and it translated the style more naturally while maintaining the overall content of the image.

Fabrication and Characteristics of X-ray Position Detection Sensor (방사선 위치 검출센서의 제작 및 특성)

  • Park, Hyung-Jun;Kim, In-Su
    • Journal of IKEEE
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    • v.19 no.4
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    • pp.535-540
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    • 2015
  • A microstrip gas chamber (MSGC), applied to digital radiography system, was designed and constructed. The microstrip electrodes were fabricated with Chrome(Cr.). by photolithography process on Silicon(Si) wafer and glass substrate. The width of anode and cathode electrodes was $10{\mu}m$, and $290{\mu}m$, respectively. The distance of the electrodes was $100{\mu}m$, and the active area was $50{\times}50mm^2$. And the number of anode was 80. The microstrip electrodes were damaged when discharges occurred over the 600 V of anode voltage. As the result of experiments. It detected the typical output signals of the pulse width, 20 ns, under the condition that the detecting gas was Ar(90%) + $CH_4$(10%), X-ray tube voltage was 42 kV, and tube current was 1 mA.

Calculation of Primary Electron Collection Efficiency in Gas Electron Multipliers Based on 3D Finite Element Analysis (3차원 유한요소해석을 이용한 기체전자증폭기의 1차 전자수집효율의 계산)

  • Kim, Ho-Kyung;Cho, Min-Kook;Cheong, Min-Ho;Shon, Cheol-Soon;Hwang, Sung-Jin;Ko, Jong-Soo;Cho, Hyo-Sung
    • Journal of Radiation Protection and Research
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    • v.30 no.2
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    • pp.69-75
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    • 2005
  • Gas avalanche microdetectors, such as micro-strip gas chamber (MSGC), micro-gap chamber (MGC), micro-dot chamber (MDOT), etc., are operated under high voltage to induce large electron avalanche signal around micro-size anodes. Therefore, the anodes are highly exposed to electrical damage, for example, sparking because of the interaction between high electric field strength and charge multiplication around the anodes. Gas electron multiplier (GEM) is a charge preamplifying device in which charge multiplication can be confined, so that it makes that the charge multiplication region can be separate from the readout micro-anodes in 9as avalanche microdetectors possible. Primary electron collection efficiency is an important measure for the GEM performance. We have defined that the primary electron collection efficiency is the fractional number of electron trajectories reaching to the collection plane from the drift plane through the GEM holes. The electron trajectories were estimated based on 3-dimensional (3D) finite element method (FEM). In this paper, we present the primary electron collection efficiency with respect to various GEM operation parameters. This simulation work will be very useful for the better design of the GEM.