• Journal of Forest and Environmental Science
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• 제27권2호
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• pp.73-79
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• 2011

The Barind tract is threatened by desertification and undergoing rapid change. In view of this fact it is very much essential to manage this barind tract under proper land-use plan. The present study evaluates the effectiveness of high-resolution satellite data and computer aided GIS techniques in assessing land-use change detection for the period 1990 to 2007 within the study area, which is very much essential to manage this barind tract under proper land-use plan, and for proper land-use plan it is necessary to get reliable information. The present study found five major land-use such as current fallow, current agriculture, settlement, irrigation water and water bodies. From the result, it is found that current fallow and water bodies decrease while settlement and current agriculture increase. Study concludes that as Barind tract is threatened by desertification, decrease of water bodies is not a good sign for the study area.

• 한국산업융합학회 논문집
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• 제22권1호
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• pp.11-20
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• 2019

This study dealt with the tensile strength characteristics of stainless steel 304L steel by hydrogen charging. Especially, the effect of hydrogen charging time on the tensile strength and ductility of 304L stainless steels was evaluated, in conjunction with the observation of their fracture surfaces. The tensile properties of hydrogen-charged 304L stainless steels were also investigated with the variation of tensile loading speeds. The hydrogen amount of 304L stainless steels obviously increased with the increase of hydrogen charging time. The tensile properties of 304L stainless steels were clearly affected by the short term charging of hydrogen. In particular, the elongation of 304L stainless steels decreased with increasing hydrogen charging time, due to the hydrogen embrittlement. It was also found that the tensile properties of hydrogen-charged 304L stainless steels were very sensitive to the crosshead speed for tensile loading.

• Journal of Multimedia Information System
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• 제9권1호
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• pp.21-32
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• 2022

Early-stage diagnosis of Alzheimer's Disease (AD) from Cognitively Normal (CN) patients is crucial because treatment at an early stage of AD can prevent further progress in the AD's severity in the future. Recently, computer-aided diagnosis using magnetic resonance image (MRI) has shown better performance in the classification of AD. However, these methods use a traditional machine learning algorithm that requires supervision and uses a combination of many complicated processes. In recent research, the performance of deep neural networks has outperformed the traditional machine learning algorithms. The ability to learn from the data and extract features on its own makes the neural networks less prone to errors. In this paper, a dense neural network is designed for binary classification of Alzheimer's disease. To create a classifier with better results, we studied result of different activation functions in the prediction. We obtained results from 5-folds validations with combinations of different activation functions and compared with each other, and the one with the best validation score is used to classify the test data. In this experiment, features used to train the model are obtained from the ADNI database after processing them using FreeSurfer software. For 5-folds validation, two groups: AD and CN are classified. The proposed DNN obtained better accuracy than the traditional machine learning algorithms and the compared previous studies for AD vs. CN, AD vs. Mild Cognitive Impairment (MCI), and MCI vs. CN classifications, respectively. This neural network is robust and better.

• Current Optics and Photonics
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• 제5권6호
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• pp.699-710
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• 2021

In this study, we propose a biomimetic optical structure design methodology for investigating micro-optical mechanisms associated with the compound eyes of insects. With these compound eyes, insects can respond fast while maintaining a wide field of view. Also, considerable research attention has been focused on the insect compound eyes to utilize these benefits. However, their nano micro-structures are complex and challenging to demonstrate in real applications. An effectively integrated design methodology is required considering the manufacturing difficulty. We show that photorealistic ray-traced visualization is an effective method for designing the biomimetic of a micro-compound eye of an insect. We analyze the image formation mechanism and create a three-dimensional computer-aided design model. Then, a ray-trace visualization is applied to observe the optical image formation. Finally, the segmented images are stitched together to generate an image with a wide-angle; the image is assessed for quality. The high structural similarity index (SSIM) value (approximately 0.84 to 0.89) of the stitched image proves that the proposed MATLAB-based image stitching algorithm performs effectively and comparably to the commercial software. The results may be employed for the understanding, researching, and design of advanced optical systems based on biological eyes and for other industrial applications.

• 한국정밀공학회지
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• 제14권5호
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• pp.42-52
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• 1997

Computer aided process planning and Offline programming are decisive factors in successful implementation of automated robotic production. However, conventional offline programming procedure has proven ineffective due to time-consuming teaching process for robot programming and due to inefficient system modeling. The paper presents an efficient procedure to semi-automatically generate robot job programs for ship block welding applications. In the research, the teaching positions are automatically determined by predefined rules which are functions of the type and the dimensions of the given welding section of ship block. And a sequence of robot movements and welding conditions such as welding type, welding current, welding speed, and welding torch orientation, are determined by use of Standard Program which is experimentally proved to work well for the welding wection group. Finally, a robot program for the welding section is generated automatically. Based on the algorithm, a offline automatic teaching software is developed. The paper presents also the algorithm and structure of the software.

• 대한토목학회논문집
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• 제30권4D호
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• pp.413-421
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• 2010

공정관리는 건설 프로젝트의 효율적인 수행을 위한 핵심 역량 중의 하나이다. 공정관리를 수행하기 위한 지원 도구로서 많은 상용 공정관리 솔루션이 개발되었지만, 건설 현장에서는 사용법을 잘 알지 못하고 있는 등 여러 가지 이유로 인해 활용도가 높지 않은 것이 현실이다. 본 연구에서는 설문조사를 통해 공정관리 및 관련 솔루션 사용에 관한 현황 및 문제점을 파악하고, 이를 기반으로 상용 공정관리 솔루션 활용도를 높이기 위한 공정표 작성 지원 프로그램을 개발하였다. 개발된 프로그램을 통하여 현장에서의 상용 공정관리 솔루션의 활용성을 높이고, 결과적으로 효율적인 공정관리를 기대할 수 있을 것이다.

• Clinical Endoscopy
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• 제56권5호
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• pp.553-562
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• 2023

Colonoscopy plays an important role in reducing the incidence and mortality of colorectal cancer by detecting adenomas and other precancerous lesions. Image-enhanced endoscopy (IEE) increases lesion visibility by enhancing the microstructure, blood vessels, and mucosal surface color, resulting in the detection of colorectal lesions. In recent years, various IEE techniques have been used in clinical practice, each with its unique characteristics. Numerous studies have reported the effectiveness of IEE in the detection of colorectal lesions. IEEs can be divided into two broad categories according to the nature of the image: images constructed using narrow-band wavelength light, such as narrow-band imaging and blue laser imaging/blue light imaging, or color images based on white light, such as linked color imaging, texture and color enhancement imaging, and i-scan. Conversely, artificial intelligence (AI) systems, such as computer-aided diagnosis systems, have recently been developed to assist endoscopists in detecting colorectal lesions during colonoscopy. To gain a better understanding of the features of each IEE, this review presents the effectiveness of each type of IEE and their combination with AI for colorectal lesion detection by referencing the latest research data.

• 대한전자공학회논문지SD
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• 제44권12호
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• pp.7-11
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• 2007

본 논문에서는 MMIC 응용을 위한 dielectric-supported air-gapped microstrip line (DAML) 구조를 이용하여 dual-mode stepped impedance 링 공진기를 설계 제작하였다. 링 공진기는 표면 마이크로머시닝 기술을 이용하여 만들어졌다. DAML ring resonator는 다층구조로써 공기중에 위치한 신호선과 MMIC 응용에 적합하도록 CPW가 한 평면에 구성되 있으며 DAML-CPW 트랜지션이 자유로운게 특징이다. DAML 링 공진기는 $10{\mu}m$ 높이로 GaAs 기판 으로부터 띄어져 있다. 대역통과 여파기는 dual-mode 공진을 하며 stepped impedance 이용한 구조이다. 측정결과로 중심주파수 97 GHz에선 감쇠특성은 15 dB, 삽입손실은 2.65 dB를 보였으며, 상대 대역폭은 12 %를 나타냈다. 이같은 구조의 대역통과 여파기는 MMIC 와의 직접화에 유리하다.

• Asian Pacific Journal of Cancer Prevention
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• 제17권5호
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• pp.2507-2511
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• 2016

Purpose: To study the diagnostic accuracies of serum human epididymis protein 4 (HE-4) levels, virtual organ computer-aided analysis (VOCAL) parameters and endometrial volume in endometrial cancer cases. Materials and Methods: One hundred and seven patients (37 with endometrial cancer and 70 with benign endometrial pathology) were included in this study. VOCAL parameters and serum HE-4 levels were compared between the groups. Results: Area under the curve (AUC) values were 0.702, 0.658, 0.706 for vascularization index (VI), the flow index (FI) and the vascularization flow index (VFI), respectively. A cut off value of 0.568 for VI demonstrated 70% sensitivity, 72% specificity, 56% positive predictive value (PPV) and a81% negative predictive value (NPV). A cut off value of 25.8 for showed a senitivith of 70% and a specificity of 58% with aPPV of 46% and NPV of 78%, and with a cut off value of 0.12 for VFI 70%, 69%, 54% and 81%, respectively. The area under the curve for HE-4 was 0.814. A cut off value of 458 pmol/L was predictive of malignancy with 86% sensitivity and 63% specificity. Conclusions: VOCAL parameters and serum HE-4 levels were statistically significantly higher in the endometrial cancer patients. Serum HE-4 levels provided a greater sensitivity compared to power doppler angiography for predicting malignancy or benign endometrial pathology.

• 대한기계학회논문집B
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• 제38권8호
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• pp.657-663
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• 2014

차량에 탑재하여 운행 중 배출가스를 측정할 수 있는 이동식 배출가스 장비(PEMS)를 활용한 결함확인검사 방법을 미국은 2007년부터 시행하였고, 유럽은 2013년 EURO6부터 도입할 계획을 수립했다. 따라서 한국도 국내의 대형차 배출가스 관리의 중요성을 고려할 때 PEMS를 활용한 실 도로 주행 특성을 반영한 측정 방법의 도입이 필요한 시점이다. PEM의 다양한 활용 방안을 위하여 도로유형, 매연저감장치 및 공회전제한장치 그리고 에어컨 작동에 따른 배출가스 평가를 수행하였다. 본 연구는 PEMS을 활용한 상용차 결함확인 검사 방법을 분석하여 국내 실정에 적합한 대형차 결함확인 검사제도 시행에 필요한 기초자료를 마련하고자 한다.