• Proceedings of the Korean Society of Computer Information Conference
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• 2018.07a
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• pp.325-326
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• 2018

본 논문에서는 PCB 공정상의 육안검사를 통한 불량 분류 방식에서 CNN을 이용한 PCB 불량 분류 방식을 제안한다. 이 방식은 육안검사의 문제점인 작업자의 숙련도에 따른 검사 효율을 자동화 검사 시스템에 의해 해결하며, 불량 위치와 종류를 결과 이미지에 표시한다. 또한 이미지 분류 결과를 모니터링할 수 있도록 시리얼 통신을 통하여 Darknet 프레임워크와 LCD를 연동하였다. 적은 량의 데이터 셋으로도 좋은 결과를 냈으며, 다양한 데이터 셋을 이용해 훈련할 시 전반적인 PCB 불량의 분류가 가능할 것으로 예상된다.

• Journal of the Korean Society for Nondestructive Testing
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• v.35 no.1
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• pp.61-67
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• 2015

Recently, the initiation of outside diameter stress corrosion cracking (ODSCC) at the tube support plate region of domestic steam generators (SG) with Alloy600 HTMA tubes has been increasing. As a result, SGs with Alloy600 HTMA tubes must be replaced early or are scheduled to be replaced prior to their designed lifetime. ODSCC is one of the biggest threats to the integrity of SG tubes. Therefore, the accurate evaluation of tube integrity to determine ODSCC is needed. Eddy current testing (ECT) is conducted periodically, and its results could be input as parameters for evaluating the integrity of SG tubes. The reliability of an ECT inspection system depends on the performance of the inspection technique and abilty of the analyst. The detection probability and ECT sizing error of degradation are considered to be the performance indices of a nondestructive evaluation (NDE) system. This paper introduces an optimized evaluation method for ECT, as well as the sizing error, including the analyst performance. This study was based on the results of a round robin program in which 10 inspection analysts from 5 different companies participated. The analysis of ECT sizing results was performed using a linear regression model relating the true defect size data to the measured ECT size data.

• Korean Journal of Clinical Laboratory Science
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• v.55 no.2
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• pp.82-92
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• 2023

Urine sediments are performed by a microscopic examination of centrifuged urine by medical technologists. This study examined different urine sediment preparation procedures. The 107 fresh urine specimens that tested positive from white blood cells (WBCs) and red blood cells (RBCs) in the urine dipstick test and the cobas u 701 analyzer, respectively, were selected for manual microscopy. This study evaluated an automated urine sediment analyzer and three manual microscopy methods for WBCs and RBCs. The methods were performed according to the test guidelines. The coefficients of determination between the cobas u 701 analyzer and the Korean Association of Quality Assurance for Clinical Laboratory (KAQACL) for WBCs and RBCs were r2=0.977 and r2=0.970, respectively. The concordance rates between the cobas u 701 analyzer and KAQACL for WBCs and RBCs were 74.8% and 77.6%, respectively. A good correlation and concordance with the automatic analyzer were shown when the specimens were prepared and examined using the KAQACL method. Consequently, the differences in the urine sediment preparation procedures affected the sediment concentrations, influencing the cell number per high power field (HPF).

• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.13 no.1
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• pp.55-62
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• 2013

Automatic inspection system is required for increment of copper plate production and demand expansion. Thus 3D surface form and defect detection of copper plate calls for 3D image and GUI analysis. Limitation of 2D analysis, such as error occurrence and decision difficulty makes eye inspection automatic. Automatic inspection is able to raise accurate inspection rate and productivity efficiency elevation. In this paper defect classification is defined and inspection system is implemented. Defect analysis algorithms and GUI for 3D image analysis is developed and tested.

• Culinary science and hospitality research
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• v.9 no.3
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• pp.169-181
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• 2003

안면 특정 근육의 움직임으로부터 기록되는 Electronic Sensing System(ESS)신호는 인간의 관능검사에 사용할 수 있다. 본 연구는 ESS를 이용하여 저작패턴에 따라 나타나는 결과들을 분석, 분류하고 각 그룹별로 같은 식품에 대한 관능 감지도의 차이를 검사하기 위하여 각 그룹별 씹는 특성을 파악하여 이에 따라 패널요원들을 선발하였다. 패널들을 젊은 남$.$여 및 노년 남$.$여 총 4그룹으로 구분하여 껌 및 당근의 저작과정에 대한 패턴 즉 속도, 시간 및 총 에너지를 비교한 결과, 젊은 남$.$여 그룹(n=47, 18∼42세, 남성 27명, 여성 20명) 및 노년 남$.$여 그룹((n=44, 65세 이상, 남성 33명, 여성 31명)은 저작 특성들이 서로 달라 같은 식품에 대하여 서로 관능감지도가 달라질 수 있음을 나타내었다. 또한 ESS에 의한 각 패널들의 검사치를 분석한 결과 껌을 씹을 때의 에너지에 대한 표준편차는 2.0 이하(n=71)그리고 씹는 속도의 경우는 0.1 이하로 반복실험의 재현성이 있었다. 91명의 패널들을 저작 에너지 및 씹는 속도에 따라 4그룹(낮은 에너지를 사용하며 천천히 씹는 그룹, 낮은 에너지를 사용하면서 빨리 씹는 그룹, 높은 에너지를 사용하며 천천히 씸는 그룹, 그리고 높은 에너지를 사용하며 빨리 씹는 그룹)으로 분류하고 각 그룹별 평균값에 가장 비슷한 양상을 나타내는 6명씩 총 24명의 관능검사 요원들을 선발하였다.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.23 no.10
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• pp.1195-1200
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• 2019

This paper proposes a detection algorithm for group testing. Group testing is a problem of finding a very small number of defect samples out of a large number of samples, which is similar to the problem of Compressed Sensing. In this paper, we define a noiseless group testing and propose a probabilistic algorithm for detection of defective samples. The proposed algorithm is constructed such that the extrinsic probabilities between the input and output signals exchange with each other so that the posterior probability of the output signal is maximized. Then, defective samples are found in the group testing problem through a simulation on the detection algorithm. The simulation results for this study are compared with the lower bound in the information theory to see how much difference in failure probability over the input and output signal sizes.

• Journal of Chest Surgery
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• v.39 no.6 s.263
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• pp.470-474
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• 2006

Background: Mediastinal lymph node metastasis is an important factor for staging and prognosis of non-small cell lung cancer (NSCLC), so accurate diagnosis is essential for treatment. Mediastinoscopy provides histopathological diagnosis of mediastinal lymphnode metastasis in NSCLC. The efficacy of mediastinoscopy was investigated. Material and Method: From Jun, 1999 to Aug, 2005, mediastinoscopic lymph node biopsy was performed to 348 patients with NSCLC. Patients characteristics, radiologic findings, mediastinoscopic results and pathologic stages were evaluated for investigation of safety and efficacy of modiastinoscopy in NSCLC. Result: There was 263 male and 85 female patients and the mean age was $62.1{\pm}8.5$ years. By radiologic study for mediastinal lymph node metastasis, 203 patients were negative and 145 patients were positive. Mean procedure time was $55.5{\pm}16.5$ minutes and biopsy was peformed at $2.2{\pm}1.0$ lymph node stations. There were only transient complications (1.7%) during the procedure, without other complication and mortality. There was 7.8% of false negative result in mediastinoscopy. Sensitivity (77.5% vs 71.9%, p=0.012), specificity (100% vs 74.4%, p=0.00), and accuracy (92.2% vs 73.6%, p=0.00) of mediastinoscopy were more superior than that of radiologic study for the diagnosis of mediastinal lymph node metastasis in NSCLC. Conclusion: Mediastinoscopy is a safe and effective modality for diagnosis of mediastinal lymph node metastasis in NSCLC.

• Journal of Korean Orthopaedic Sports Medicine
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• v.5 no.2
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• pp.129-134
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• 2006

Purpose: In the professional soccer team, we performed pre-seasonal physical examination and analyzed the results to establish a standardization data in relation to their position. Materials and Methods: We performed physical examination to the professional soccer team, consisted 34 player's average age 24.9 years. The examination performed were questionnaire on history, musculoskeletal examination, muscle power test, physiologic test, functional test. Results: According to the relationship between player position and injury pattern,. Knee injuries are most frequent on history. Physical examination outcome was that forward were prone to flexor hallucis longus tendinitis, midfielder for chronic ankle instability, defender for achilles tendinitis. Isokinetic test was done at dominant side, Peak torque to body weight ratio was 55.1%. Physiologic test checked body fat percentage was midfielder was superior as 19.8 (SD 2.9). Functional test out-come was that back strength 125 N. sergeant jump 59.6 cm, reaction time 208.5 sec, flexibility 19.2 m/s, side step 39.9 cm. Conclusion: Pre-seasonal physical examination gave us the standardization data and preventive measurement could be advocated from this results.

• Proceedings of the Korean Information Science Society Conference
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• 2005.07b
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• pp.859-861
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• 2005

레이저 프린터의 드럼 자동시각 검사 시스템은 사람의 육안 검사를 자동화함으로써 정확하고 신속한 제품 검사가 가능하도록 한다. 또한 검사 결과를 데이터베이스화함으로써 지속적인 불량 발생 요인을 찾아 조치할 수 있어 불량률 감소와 제품 신뢰도 향상을 도모할 수 있다. 본 연구에서는 레이저 프린터 드럼의 표면에 발생하는 결항을 자동으로 검사하는 시각 검사 시스템을 구현하였고 이를 적용하여 신속하고 정확한 검사가 가능함을 보였다.

• Proceedings of the Korean Institute of Navigation and Port Research Conference
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• 2023.11a
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• pp.105-106
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• 2023

이 연구는 원격검사의 한 방법으로서, 특히 자율운항 선박에서 컴퓨터비전을 이용한 영상처리를 통한 원격 검사방법에 관한 것이다. 자율운항 선박은 자율화의 정도에 따라 다르지만, 선원이 승선하지 않거나 최소한의 선원만 승선하는 선박이므로 선박의 검사방법에 변화가 필요한 실정이다. 따라서 컴퓨터비전을 이용한 영상처리에 대한 이론적 배경을 바탕으로 원격검사 항목 중에서 아날로그 게이지의 정량화에 필요한 영상의 전처리 방법에 관한 연구이다. 아날로그 게이지의 정량화를 위해서 사용한 방법은 흑백처리, 가우시안필터, 임계화처리, 모폴로지 연산이다. 이 연구를 통하여 영상의 전처리 결과 배경과 객체를 비교적 명확하게 분류할 수 있었으며, 영상처리 과정 중 추가로 발생한 잡음을 효과적으로 제거할 수 있었다. 이를 통하여 영상에서 주된 객체인 지시바늘과 눈금판의 숫자를 인식에 필요한 이미지 전처리 방법을 제시하였으며, 나아가 컴퓨터 비전을 이용한 원격검사 방법은 아날로그 게이지뿐만 아니라 비상차단밸브, 통풍폐쇄장치, 고정식 소화장치 등 여러 방면에서 사용될 것이라 기대한다.