• 한국전자통신학회논문지
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• 제13권1호
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• pp.169-174
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• 2018

시민들의 안전을 위한 영상통합관제센터에는 수많은 CCTV 카메라가 연결되어 많은 채널의 영상을 소수의 관제사가 관제하는데 어려움이 있다. 본 논문에서는 많은 채널의 영상을 효과적으로 관제하기 위하여 안전지도와 연계한 지능형 영상보안 시스템을 제안한다. 안전지도는 범죄 발생 빈도를 데이터베이스로 구축하고, 범죄 발생 위험 정도를 표현하고, 범죄 취약 계층인 여성이 범죄 위험 지역으로 진입하면 영상통합관제센터의 관제사가 주목할 수 있도록 한다. 성별 구분을 보행자 검출 및 추적 그리고 딥러닝을 통하여 성별을 구분한다. 보행자 검출은 Adaboost 알고리즘을 이용하고, 보행자 추적을 위한 확률적 데이터 연관 필터(probablistic data association filter)를 적용한다. 보행자의 성별을 구분하기 위하여 비교적 간단한 AlexNet를 적용하여 성별을 판별한다. 실험을 통하여 제안하는 성별 구분 방법이 종래의 알고리즘에 비하여 성별 구분에 효과적임을 보인다. 또한 안전지도와 연계한 지능형 영상보안 시스템 구현 결과를 소개한다.

• 한국환경복원기술학회지
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• 제11권1호
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• pp.1-13
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• 2008

This study review of Compositional Evaluation Items for Environmental Conservation Value Assessment Map (ECVAM) in Korea. The ECVAM is composed of legal assessment and environmental/ecological assessment items. ECVAM basically adapts an overlay method for environmental/ecological assessment items. The objective of this study is to suggest supplementary items for the ECVAM with the following process : Overlapping rates of the assessment items in the ECVAM are calculated to understand the grade distribution of the environmental conservation value assessment and to analyze the overlapping rates among the assessment items, as a result it is found that various items are overlapped each other. In order to reflect effectively each assessment item to the ECVAM, Analyzed the overlapping degree among assessment items to be applied to this map. On the concrete we gripped results to be assessed by various items, which were overlapped each other. In order to reflect effectively each assessment item to the environmental conservation value assessment map of national land, we analyzed the overlapping degree on environmental/ecological items, and investigated the grade distribution by field survey. In this study we assessed the ECVAM by 5 kinds of method. Method 1 is Grade 1 areas of each administrative district, Method 2 is Comparing overlapping areas of each assessment items Grade 1, 2 and Permission of each assessment items' duplication, Method 3 is Grade 1, 2 areas by only singular assessment items, Method 4 is Only Grade 1 areas of Method 2 and Method 5 is Only Grade 2 areas of Method 2. As results, Method 1 showed Seoul and other metropolitan cities reveal a high proportion of Grade I regions by the legal assessment items. Kangwon-Do, show a high proportion of Grade I regions by the environmental/ecological assessment item. Method 2 showed 93.4% of diameter Grade II(standard for stability), forest diameter item was accounted for 99.9% by Method 3, Method 4 showed 95.7% of forest diameter and forest density was accounted for 66.4% by Method 5. From now on, this study will contribute to reduce the complexity in the process of manufacturing ECVAM of National Land, and to raise the pliability in the process of managing and updating this map.

• Genomics & Informatics
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• 제19권2호
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• pp.14.1-14.6
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• 2021

Coronavirus disease 2019 (COVID-19) is an on-going pandemic disease infecting millions of people across the globe. Recent reports of reduction in antibody levels and the re-emergence of the disease in recovered patients necessitated the understanding of the pandemic at the core level. The cases of multiple organ failures emphasized the consideration of different organ systems while managing the disease. The present study employed RNA sequencing data to determine the disease associated differentially regulated genes and their related protein interactions in several organ systems. It signified the importance of early diagnosis and treatment of the disease. A map of protein interactions of multiple organ systems was built and uncovered CAV1 and CTNNB1 as the top degree nodes. A core interactions sub-network was analyzed to identify different modules of functional significance. AR, CTNNB1, CAV1, and PIK3R1 proteins were unfolded as bridging nodes interconnecting different modules for the information flow across several pathways. The present study also highlighted some of the druggable targets to analyze in drug re-purposing strategies against the COVID-19 pandemic. Therefore, the protein interactions map and the modular interactions of the differentially regulated genes in the multiple organ systems would incline the scientists and researchers to investigate in novel therapeutics for the COVID-19 pandemic expeditiously.

• 한국지리정보학회지
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• 제9권4호
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• pp.193-203
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• 2006

이 연구는 GIS를 이용하여 지형의 개석도를 측정하고 그 결과를 지도화 하여, 연구지역의 개석도와 토지이용과의 관계를 분석한 것이다. 지형의 개석도 분석에 GIS의 활용하면 전통적인 수작업에 비하여 시간과 노력이 획기적으로 절약되고 개석도 분석에 적용되는 변수를 다양화 할 수 있으며, 그 결과물을 이용한 2차적인 연구도 가능하다. 이 연구도 이러한 배경에서 출발하여 GIS를 활용한 개석도 분석 방법을 모색하고, 개석도의 분석 결과와 토지이용도를 비교 분석하여, 개석도의 분석 결과에 대한 적극적인 활용을 시도하였다. 연구지역인 강릉 남대천 유역권의 개석도와 농업적 토지이용 사이의 관계 분석 결과, 농업적 토지이용 대부분 지형의 개석이 많이 진행된 지역에 분포한다. 특히, 농업적 토지이용 중 논과 밭으로 이용되는 토지가 개석도와 더 높은 상관도를 보였다. 지역별로 개석도와 농업적 토지이용간의 상관관계를 비교하였을 때 토지이용이 집약적으로 이루어지는 동지역이 읍면지역에 비하여 상관성이 낮게 나타났다.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2003년도 학술회의 논문집 정보 및 제어부문 A
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• pp.259-262
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• 2003

In this paper, we studied the path determination algorithm of the guidance robot for the visually impaired. Using the guidance robot for the visually impaired, the visually impaired can go to the destination where they want without other's heir. The navigation path of the guidance robot for the visually impaired must be the optimal path not only the shortest but also the most safe, which is different from a shortest path for common people. GPS and electronic map are used for the location information of the visually impaired. We corrected the error by converting the coordinates of location information from GPS, which includes maximum several tens of meters error, to the coordinates of electronic map. Information such as simple path and direction to the destination is not enough because it may be different between a going path from the start to the destination and a coming path from the destination to the start as around environment. So, we added information which can be dangerous for the visually impaired such as driveway, sidewalk without braille blocks, crosswalk, stairs and overpass, each has weight value as dangerous degree, when matching the GPS information to the electronic map, enough large as 1:5,000 scale.

• 농촌계획
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• 제21권2호
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• pp.127-135
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• 2015

In recent years, meteorological disasters have frequently occurred in rural areas. As a result, there have been growing concerns over the protective measures needed. In order to avoid natural risks and damage, and to strengthen countermeasure to meteorological disasters, local governments needs to be prepared. Therefore, this paper seeks to prevent meteorological disasters through mapping of inundation vulnerability in agricultural land, Chungcheongnam-do. In doing so, this study were considered 5 variables (i.e. precipitation, region of altitude below 50m, region of slope gradient is below 10 degree, distance from river within less 50m) for creating vulnerability map. The precipitation was excluded in five variables. Since, the precipitation which include Daily maximum precipitation, 2-Daily maximum precipitation, summer precipitation was not any correlation among them. The results of analysing four variables, exclusive of precipitation, were showed that the agricultural lands where located in Dangjin, Buyeo, Hongseong and Asan were low correlation of inundation vulnerability by overlapping analysis. Moreover, The correlation analysis was showed low correlation between each factors and the annual average area of agricultural lands' inundation, whereas, the correlation analysis which was overlapping each factor showed high correlation. In conclusion, in order to create reliable vulnerability map in agricultural lands, Chungcheongnam-do, it must be considered to overlap analysis of the four main factors such region of altitude below 50m, region of slope gradient is below 10 degree, distance from river within less 50m. We suppose that this study's analysis can help to set the preparedness site of agricultural lands inundation.

• 생태와환경
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• 제42권3호
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• pp.303-316
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• 2009

Benthic macroinvertebrate communities collected from eight different streams in South Korea were analyzed to compare community and biological indices across different levels of water pollution. The Self-Organizing Map (SOM) was utilized to provide overview on association of the proposed indices. The sample sites were accordingly clustered according to the gradient of pollution on the SOM. While the general trends of the indices were commonly observable according to different levels of pollution, the detailed differences among the indices were also illustrated on the SOM. The conventional diversity and evenness indices tended to be high even though the water quality state was poor representing relatively weak gradient at polluted sites, while the index presenting the saprobic degree such as family biotic index showed the stronger gradient at the polluted area and was robust to present the gradient. Our results also confirmed the general characterization of two indices: The Shannon index is more strengthened by the number of species occurring at the sample sites, while the Simpson index is more influenced by the degree of evenness among the species. The patterning based on the SOM was efficient in comparatively characterizing the proposed indices to present ecological states and water quality.

• 지질공학
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• 제2권2호
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• pp.131-140
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• 1992

GIS를 이용, 서울 근교 지역을 대상으로 광역지질재해도를 작성하여 대상 지역데 대한 광역 지질재해, 특히 사면 붕괴에 관한 분석 연구를 시도 하였다. 사면붕괴를 야기 시키는 요소인 사면형태, 지질, 지하수, 토양의 성질, 강우, 식생 등을 GIS 기법을 이용하여 정량적으로 분석 하였으며, 최종적으로 이들 요소들을 지도모형으로 변환 시켜 광역재해도를 작성하게 되었다. 본 연구를 위하여 SUN 4-390 Workstation 과 ARC/INFO & ERDAS가 이용되었다.

• Journal of Information Processing Systems
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• 제13권3호
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• pp.448-463
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• 2017

Multimedia is a ubiquitous and indispensable part of our daily life and learning such as audio, image, and video. Objective and subjective quality evaluations play an important role in various multimedia applications. Blind image quality assessment (BIQA) is used to indicate the perceptual quality of a distorted image, while its reference image is not considered and used. Blur is one of the common image distortions. In this paper, we propose a novel BIQA index for Gaussian blur distortion based on the fact that images with different blur degree will have different changes through the same blur. We describe this discrimination from three aspects: color, edge, and structure. For color, we adopt color histogram; for edge, we use edge intensity map, and saliency map is used as the weighting function to be consistent with human visual system (HVS); for structure, we use structure tensor and structural similarity (SSIM) index. Numerous experiments based on four benchmark databases show that our proposed index is highly consistent with the subjective quality assessment.

• 환경영향평가
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• 제8권3호
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• pp.77-90
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• 1999

The degree of green naturality (DGN) has played a key role for maintaining the environmental quality from inappropriate developments, although the quality and effectiveness of the mapping of DGN has been under debate. In this study, spatial distribution of degree of green naturality was initially estimated from forest stand maps that were produced from the aerial photo interpretation and extensive field survey. Once the boundary of initial classes of DGN were defined, it were overlaid with normalized difference vegetation index (NDVI) data that were derived from the recently obtained Landsat Thematic Mapper data. NDVI was calculated for each pixel from the radiometrically corrected satellite image. There were no significant differences in mean values of vegetation index among the initial DGN classes. However, the satellite derived vegetation index was very effective to delineate the developed and damaged forest lands and to adjust the initial value of DGN according to the distribution of NDVI within each class.