• ETRI Journal
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• 제44권5호
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• pp.805-815
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• 2022

The model-based evolutionary algorithms are divided into three groups: estimation of distribution algorithms, inverse modeling, and surrogate modeling. Existing inverse modeling is mainly applied to solve multi-objective optimization problems and is not suitable for many-objective optimization problems. Some inversed-model techniques, such as the inversed-model of multi-objective evolutionary algorithm, constructed from the Pareto front (PF) to the Pareto solution on nondominated solutions using a random grouping method and Gaussian process, were introduced. However, some of the most efficient inverse models might be eliminated during this procedure. Also, there are challenges, such as the presence of many local PFs and developing poor solutions when the population has no evident regularity. This paper proposes inverse modeling using random forest regression and uniform reference points that map all nondominated solutions from the objective space to the decision space to solve many-objective optimization problems. The proposed algorithm is evaluated using the benchmark test suite for evolutionary algorithms. The results show an improvement in diversity and convergence performance (quality indicators).

• 한국정보디스플레이학회:학술대회논문집
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• 한국정보디스플레이학회 2008년도 International Meeting on Information Display
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• pp.1138-1141
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• 2008

By defining a uniform reference point array corresponding to the 3D voxel array and abandoning voxels whose deviations from their respective reference points exceed a given tolerance, the distribution of voxels within the volumetric 3D image space gets uniform, effects of non-uniform distribution upon the image reconstructing are eased.

• 대한공간정보학회지
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• 제22권2호
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• pp.17-24
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• 2014

본 논문에서는 지리공간 웹 서비스 기반의 기준점 자동 추출 기법을 제안한다. 제안하는 기법은 3단계로 구성된다. 1) 첫 번째 단계에서는 지리공간 웹 서비스를 통해 대상영상의 촬영지역에 해당하는 기준자료를 자동으로 획득하고, 2) 두 번째 단계에서는 획득된 기준자료와 대상영상에 SURF 알고리즘을 적용하여 후보 기준점을 찾는다. 3) 마지막 단계에서는 RANSAC 알고리즘을 이용하여 추출된 후보 기준점 중 정 정합점을 최종 기준점으로 산출한다. 제안하는 기법은 기준자료를 획득하기 위해 지리공간 웹 서비스를 활용하였다. 이를 통하여 제안하는 기법은 기준영상과 고도자료의 관리 및 획득 시 사용자 편의성을 증대 시켰고, 표준을 따르기 때문에 높은 확장성을 가진다. 본 논문에서는 제안하는 기법을 SPOT-1, SPOT-5, IKONOS 위성영상에 적용하여 실험을 수행하였다. 실험지역에 적용한 결과, 제안하는 기법은 대상영상의 촬영센서, 촬영일자, 해상도 변화에도 RMSE 5화소 미만의 일관된 정확도를 산출하였고, 대상영상의 해상도가 좋아짐에 따라 정확도의 지속적인 향상 가능성을 확인하였다. 또한 기준영상과 고도자료로 군 표준 자료를 사용함으로써 제안하는 기법의 군사적 활용가능성을 확인하였다.

• 대한원격탐사학회지
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• 제40권3호
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• pp.257-268
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• 2024

Drone-mounted hyperspectral sensors (DHSs) have revolutionized remote sensing in agriculture by offering a cost-effective and flexible platform for high-resolution spectral data acquisition. Their ability to capture data at low altitudes minimizes atmospheric interference, enhancing their utility in agricultural monitoring and management. This study focused on addressing the challenges of radiometric and geometric distortions in preprocessing drone-acquired hyperspectral data. Radiometric correction, using the empirical line method (ELM) and spectral reference panels, effectively removed sensor noise and variations in solar irradiance, resulting in accurate surface reflectance values. Notably, the ELM correction improved reflectance for measured reference panels by 5-55%, resulting in a more uniform spectral profile across wavelengths, further validated by high correlations (0.97-0.99), despite minor deviations observed at specific wavelengths for some reflectors. Geometric correction, utilizing a rubber sheet transformation with ground control points, successfully rectified distortions caused by sensor orientation and flight path variations, ensuring accurate spatial representation within the image. The effectiveness of geometric correction was assessed using root mean square error(RMSE) analysis, revealing minimal errors in both east-west(0.00 to 0.081 m) and north-south directions(0.00 to 0.076 m).The overall position RMSE of 0.031 meters across 100 points demonstrates high geometric accuracy, exceeding industry standards. Additionally, image mosaicking was performed to create a comprehensive representation of the study area. These results demonstrate the effectiveness of the applied preprocessing techniques and highlight the potential of DHSs for precise crop health monitoring and management in smart agriculture. However, further research is needed to address challenges related to data dimensionality, sensor calibration, and reference data availability, as well as exploring alternative correction methods and evaluating their performance in diverse environmental conditions to enhance the robustness and applicability of hyperspectral data processing in agriculture.

• Spatial Information Research
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• 제19권5호
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• pp.27-35
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• 2011

현재의 지적측량은 100년 전에 작성된 지적도를 현지 확인을 거치지 않고 전산화한 것을 사용하고 있으며, 도해지적이라는 특성으로 인하여 경계복원이 어렵다는 한계를 내포하고 있다. 이와 같은 특성과 지상경계표지의 부재로 인하여 토지소유자간 분쟁, 지적불부합지 발생 등의 많은 문제를 발생시키고 있다. 본 연구에서는 정확한 지적측량을 위하여 정확도와 오차에 대한 개념을 이해하고 현재의 지적측량 시행규칙에 규정된 정확도 문제에 대해 분석하였다. 또한 현재의 지적측량 규정을 다른 측량 규정과 비교 분석하여 지적측량 정확도 향상을 위한 개선방향을 제시하고자 한다. 연구 결과로 지적측량의 정확도와 오차에 관한 명확한 정의와 영구적인 지상경계점의 설치가 필요하며, 통일되고 일관적인 기준점 사용체계가 정립되어야 한다고 판단되었다. 또한 토지소유자 중심의 정확도가 제공되어야 하며 지적 측량 작업규정의 절차에 대한 구체적이고 세부적인 절차가 필요할 것으로 판단되었다.

• International Journal of Fluid Machinery and Systems
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• 제9권3호
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• pp.229-236
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• 2016

Exergetic analysis was introduced in optimization of a rotating equilateral triangular internal cooling channel with staggered square ribs to maximize the net exergy gain. The objective function was defined as the net exergy gain considering the exergy gain by heat transfer and exergy losses by friction and heat transfer process. The flow field and heat transfer in the channel were analysed using three-dimensional Reynolds-averaged Navier-Stokes equations under the uniform temperature condition. Shear stress transport turbulence model has been selected as a turbulence closure through the turbulence model test. Computational results for the area-averaged Nusselt number were validated compared to the experimental data. Three design variables, i.e., the angle of rib, the rib pitch-to-hydraulic diameter ratio and the rib width-to-hydraulic diameter ratio, were selected for the optimization. The optimization was performed at Reynolds number, 20,000. Twenty-two design points were selected by Latin hypercube sampling, and the values of the objective function were evaluated by the RANS analysis at these points. Through optimization, the objective function value was improved by 22.6% compared to that of the reference geometry. Effects of the Reynolds number, rotation number, and buoyancy parameter on the heat transfer performance of the optimum design were also discussed.

• 무역상무연구
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• 제21권
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• pp.129-151
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• 2003

Nowadays even if environment of international commercial transaction is changing quickly municipal law could not meet with such change accordingly. So far, however, efforts towards unification have prevailingly taken the form of binding instruments, such as non-national or supranational legislation, international conventions or international model laws. Among them, the UNIDROIT Principles with parties' autonomous and yet non-binding character do not only meet the substantive requirements of a true law merchant. In addition they also counter some of the main points of criticism against the modern lex mercatoria. As such the Principles constitute a cornerstone in the lex mercatoria debate and may become the heart of the new lex mercatoria. The purpose of this article is to ask whether there could be applied the Principles in international commerce. For the purpose it is to investigate when the Principles are applied in international commerce and how effectively the Principles are applied for the decision in international commercial disputes. Even though the Principles are used for reference by parties involved for the voluntary regulation of their contract, it is sufficiently expected that the Principles are to be a stepstone of uniform contract law in international commerce. Until now cases of appling the Principles are not satisfied with its expectation as a source of non-legislative means of unification or harmonization of law. Given the party's autonomy in the contract, this is among other things because business parties are strongly tend to observe their national laws in their international commerce. And also, even though there are a number of neutral and uniform regulations for international commercial contracts, parties do not often recognize their usefulness with being up to expectation. In order to explore the applicability of the Principles a number of cases of ICC International Court of Arbitration and others are quoted.

• 방송공학회논문지
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• 제9권1호
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• pp.64-73
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• 2004

본 논문에서는 3차원 메쉬 모델에 적용되는 강인한 워터마킹 알고리듬을 제안한다. 제안하는 알고리듬에서 워터마크는 3차원 모델로부터 추출된 2차원 영상에 삽입된다. 이 2차원 영상의 화소 값은 정해진 기준점들로부터 3차원 모델의 표면까지의 거리이며, 이를 거리 영상이라 한다. 워터마크는 거리 영상에 삽입되며, 워터마크된 거리 영상을 이용하여 3차원 모델의 꼭지점 좌표를 변경하면 워터마크가 삽입된 3차원 모델을 얻는다. 워터마크의 추출은 워터마크가 삽입된 모델로부터 거리영상을 얻고, 이 영상에서 워터마크를 추출한다. 워터마크 추출에는 원본 모델이 필요하며 원본과의 정합이 필요하다. 실험을 통해 제안하는 알고리듬이 회전, 병진, 비례조절, 가우스 잡음, 메쉬 간략화, 꼭지점 양자화에 강인함을 확인하였다.

• 정보관리학회지
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• 제12권2호
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• pp.9-35
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• 1995

특정문헌의 검색기능은 기본표목만의 기능이 아니라 오히려 부출표목의 기능이라고 할 수 잇다. 특히 기계가독목록에서는 기본표목 이외에 각종 제어번호나 표준서지번호를 사용하여, 이 기능이 크게 확장되었다. 특정저자의 저작과 특정저작의 제판을 집중하는 목록의 기능도 부출표목과 참조, 주기, 통일서명이 기본표목과 대등한 역할을 수행하고 있음을 확인할 수 있었다. 하이퍼목록에서는 서지적 관계유형을 규정하고 관련저작간을 연결할 수 있어, 기본표목을 배제하더라도 목록의 기능수행에는 아무런 영향을 주지 않는다. 접근점의 확장과 관련저록간의 연결수단을 통하여 이용자의 검색기회를 확대하는 것이 중요하다.

• 한국의학물리학회지:의학물리
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• 제28권2호
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• pp.39-44
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• 2017

This study aims to analyze dose distribution and treatment time of endobronchial brachytherapy (EBBT) by changing the position step size of the dwell position. A solid water phantom and an intraluminal catheter were used in the treatment plan. The treatment plans were generated for 3, 5, 7, and 10 cm treatment lengths, respectively. For each treatment length, the source position step sizes were set as 2.5, 5, and 10 mm. Three reference points were set 1 cm away from the central axis of the catheter, along the axis, for uniform dose distribution. Volumetric dose distribution was calculated to evaluate the dosimetric effect. The total radiation delivery time and total dwell time were estimated for treatment efficiency, which were increased with position step sizes. At half-life time, the differences between the position step sizes in the total radiation delivery time were 18.1, 15.4, 18.0, and 24.0 s for 3, 5, 7, and 10 cm treatment lengths, respectively. The dose distributions were more homogenous by increasing the position step sizes. The dose difference of the reference point was less than 10%. In brachytherapy, this difference can be negligible. For EBBT, the treatment time is the key factor while considering the patient status. To reduce the total treatment time, EBBT can be performed with 2.5 mm position step size.