• Proceedings of the Korean Society for Technology of Plasticity Conference
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• 2005.10a
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• pp.178-181
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• 2005

Quaternary Ti-Si-C-N coatings were deposited on WC-Co substrates by a hybrid coating system of arc ion plating (AIP) and sputtering techniques using Ti and Si targets, in an $Ar/N_2/CH_4$ gaseous mixture. The crystallinity, bending status, and microstructure of the Ti-Si-C-N coatings were measured by X-ray diffractometer (XRD) and X-ray photoelectron spectroscope (XPS), The micro-hardness of Ti(C,N) and Ti-Si-N coatings were about 30 and 40 GPa, respectively. As the Si was incorporated into Ti(C,N) coatings, the Ti-Si-C-N coatings having Si content of $8.9\;at.\%$ showed the maximum hardness value of about 55 GPa. In this work, the microstructure and mechanical properties of Ti-Si-C-N coatings were systematically investigated.

• Proceedings of the Optical Society of Korea Conference
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• 2005.02a
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• pp.350-351
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• 2005

• Proceedings of the KWS Conference
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• 2004.05a
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• pp.103-105
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• 2004

키홀 용접현상에 관한 연구는, 키홀 현상이 용융금속내부에서 아주 빠른 속도로 과도적으로 이루어지기 때문에 그 계측과 해석이 곤란하여 수 많은 가정이나 가설 하에서 용입형상과 키홀의 거동에 관한 해석이 국한된 영역에서 이루어지고 있는 것이 현실이다. (중략)

• 제어로봇시스템학회:학술대회논문집
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• 1988.10a
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• pp.718-721
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• 1988

In this paper, we develop 256*256*8 bit real-time image digitizer with the IBM-PC as a image processor. With this developed system, we process a chest X-ray image, which is a medical image, using the adaptive algorithm. In the future, we consider that the application of this developed system is extended in the various fields.

• Applied Chemistry for Engineering
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• v.25 no.6
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• pp.577-580
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• 2014

Indium hydroxy sulfide ($In(OH)_xS_y$) as a cadmium (Cd)-free buffer layer for $CuInGaSe_2$ (CIGS) solar cells was prepared by the chemical bath deposition (CBD) and the reaction time was optimized. The band gap energy and transmittance data alongside the thickness results from the direct observation with focused ion beam system (FIB) could be a powerful tool for optimizing the conditions. In addition, X-ray diffractometer (XRD), X-ray photoelectron microscopy (XPS), and scanning electron microscope (SEM) were also employed for the layer characterization. The results indicated that the optimum reaction time for $In(OH)_xS_y$ buffer layer deposition by CBD was 20 min at $70^{\circ}C$ under the conditions employed. At the optimum conditions, the buffer layer thickness was near 57 nm and the band gap energy was 2.7 eV. In addition, it was found that there was no XPS peak shift in between the buffer layers deposited on molybdenum (Mo)/glass and that on CIGS layer.

• Journal of Intelligence and Information Systems
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• v.28 no.4
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• pp.27-40
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• 2022

Medical AI, which has lately made significant advances, is playing a vital role, such as assisting clinicians with diagnosis and decision-making. The field of chest X-rays, in particular, is attracting a lot of attention since it is important for accessibility and identification of chest diseases, as well as the current COVID-19 pandemic. However, despite the vast amount of data, there remains a limit to developing an effective AI model due to a lack of labeled data. A research that used federated learning on chest X-ray data to lessen this difficulty has emerged, although it still has the following limitations. 1) It does not consider the problems that may occur in the Non-IID environment. 2) Even in the federated learning environment, there is still a shortage of labeled data of clients. We propose a method to solve the above problems by using the self-supervised learning model as a global model of federated learning. To that aim, we investigate a self-supervised learning methods suited for federated learning using chest X-ray data and demonstrate the benefits of adopting the self-supervised learning model for federated learning.

• 제어로봇시스템학회:학술대회논문집
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• 2005.06a
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• pp.877-881
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• 2005

In this paper, a novel method for analyzing a textile fabric structure is proposed to segment each yarn of the textile fabric from voxel data made out of its X-ray computed tomography (CT) images. In order to segment the each yarn, directions of fibers, of which yarn consists, are firstly estimated by correlating the voxel with a fiber model. Second, each fiber is reconstructed by clustering the voxel of the fiber using the estimated fiber direction as a similarity. Then, each yarn is reconstructed by clustering the reconstructed fibers using a distance which is newly defined as a dissimilarity. Consequently, each yarn of the textile fabric is segmented from the voxel data. The effectiveness of the proposed method is confirmed by experimentally applying the method to voxel data of a sample plain woven fabric, which is made of polyester two folded yarn. The each two folded yarn is correctly segmented by the proposed method.

• Proceedings of the Korean Vacuum Society Conference
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• 2013.08a
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• pp.223.2-223.2
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• 2013

비정질 실리콘은 태양전지, 트랜지스터, 이미지 센서 등 다양한 분야에서 응용되고 있으며 새로운 박막 소자 개발을 위한 소재로서 많은 연구가 진행되고 있다. 하지만 소자개발에 있어 공정상에서 발생하는 비정질 실리콘 박막의 높은 응력(stress)은 소자의 특성을 떨어뜨리는 문제점을 갖는다. 따라서 우수한 특성의 소자 개발을 위해서는 보다 낮은 응력을 갖는 비정질 실리콘 박막 증착 및 공정 조건에 따른 응력 조절이 필요하다. 저응력의 비정질 실리콘 박막 증착은 보다 낮은 반응온도에서 증착속도를 최소로 하여 성장되어야 하는데 이는 플라즈마기상증착(Plasma enhanced chemical vapor deposition, PECVD) 시스템에 의해 가능하다. 따라서 본 연구에서는 PECVD 시스템을 사용하여 비정질 실리콘 박막을 증착하였고 그 특성을 분석하였다. 이 때 증착 온도, rf 파워, 공정 압력은 실험결과로부터 얻어진 낮은 박막 증착속도 하에서 안정적으로 증착이 가능한 조건으로 일정하게 유지하여 실험하였다. 공정 가스는 SiH4/He/N2의 혼합가스를 사용하였고 응력 조절을 위해 SiH4/He 가스비를 일정한 비율로 변화하여 비정질 실리콘 박막을 증착하였다. 증착된 박막의 두께 및 표면 특성은 field emission scanning electron microscopy 및 atomic force microscopy를 이용하여 분석하였고, energy dispersive X-ray 분석을 통하여 정량 및 정성적 분석을 수행하였다. 그리고 stress measurement system을 이용하여 박막의 응력을 측정하였고 X-ray diffraction 측정 및 ellipsometry 측정으로부터 증착된 박막의 결정성, 굴절률 및 oiptical bandgap을 분석하였다.

• Journal of the Korean Institute of Telematics and Electronics
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• v.26 no.7
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• pp.112-124
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• 1989

In order to evaluate imaging performance of newly developed digital radiography system which requires scanning time as short as 0.7 sec and patient exposure as low as 3 mR, we have investigated its imaging and physical properties such as sensitivity characteristic, scatter fraction, detective quantum efficiency, modulation transfer function, and contrast detail diagram. The results show that the digital radiography system has linear sensitivity to the incident energy, and superior contrast resolving power with less X-ray exposure than conventional film-screen system. These performances are resulted from excellent scatter rejection capability and high detective quantum efficiency of digital radiography system.

• 연구논문집
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• s.32
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• pp.65-76
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• 2002

The intensity of x-ray or gamma-ray is attenuated according to density and thickness of the transmitted medium. In this study, by using this principle, on-line real-time radiometric system was developed using a 128 channels linear array of solid state detectors to measure wall thickness of insulated piping system. This system uses a Ir-192 as a gamma ray source and detector is composed of BGO scintillator and photodiode. Ir-192 gamma ray source and linear detector array mounted on a computer controlled robotic crawler. The Ir-192 gamma ray source is located on one side of the piping components and the detector array on the other side. The individual detectors of the detector array measure the intensity of the gamma rays after passing through the walls and the insulation of the piping component under measurement. The output of the detector array is amplified by amplifier and transmitted to the computer. This system collects and analyses the data from the detector array in real-time. The maximum measurable length of pipe is 120cm/mm. in the case of 1mm scanning interval.