• Title/Summary/Keyword: 데이터밀도

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Temporal Urban Growth Monitoring using Landsat Imagery and Pycnophypactic Interpolation Method - The case of Seoul Metropolitan Area - (Landsat 영상과 Pycnophylactic 보간 알고리즘에 의한 도시성장 분석 - 서울-경기 도시지역을 중심으로 -)

  • Chang, Hoon
    • Journal of Korean Society for Geospatial Information Science
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    • v.11 no.2 s.25
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    • pp.17-28
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    • 2003
  • Since 1970s, Seoul Metropolitan Area has been growing in physical and demographic aspect. A number of new urban fringes, New City, had been particularly developed from the early of 1990s. To examine the urban growth, the population density maps are generally used to the efficient urban management tool. The density maps from political boundaries, however, were traditionally used to estimate an urban concentration, there is problems to apply directly to urban management decision making due to (i) the abrupt changes between boundaries and (ii) the inclusion of green areas and forests in these areas. The mass-preserving interpolation method, the Pycnophylactic interpolation, could provide more realistic density maps. In addition, the classified urban areas from satellite images corresponding years would turn out to be more reliable results since populations were only applied to urbanized areas. Even though the Pyconophylactic method makes the density larger, it would be useful to produce a general urban growth trend at large scale. Consequently, four different density maps are compared and reviewed for this study, and the cross-sectional analysis provided to glimpse of population density around the city center.

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GAP Estimation on Arterial Road via Vehicle Labeling of Drone Image (드론 영상의 차량 레이블링을 통한 간선도로 차간간격(GAP) 산정)

  • Jin, Yu-Jin;Bae, Sang-Hoon
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.16 no.6
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    • pp.90-100
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    • 2017
  • The purpose of this study is to detect and label the vehicles using the drone images as a way to overcome the limitation of the existing point and section detection system and vehicle gap estimation on Arterial road. In order to select the appropriate time zone, position, and altitude for the acquisition of the drone image data, the final image data was acquired by shooting under various conditions. The vehicle was detected by applying mixed Gaussian, image binarization and morphology among various image analysis techniques, and the vehicle was labeled by applying Kalman filter. As a result of the labeling rate analysis, it was confirmed that the vehicle labeling rate is 65% by detecting 185 out of 285 vehicles. The gap was calculated by pixel unitization, and the results were verified through comparison and analysis with Daum maps. As a result, the gap error was less than 5m and the mean error was 1.67m with the preceding vehicle and 1.1m with the following vehicle. The gaps estimated in this study can be used as the density of the urban roads and the criteria for judging the service level.

Generation of Testability on High Density /Speed ATM MCM and Its Library Build-up using BCB Thin Film Substrate (고속/고집적 ATM Switching MCM 구현을 위한 설계 Library 구축 밀 시험성 확보)

  • 김승곤;지성근;우준환;임성완
    • Journal of the Microelectronics and Packaging Society
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    • v.6 no.2
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    • pp.37-43
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    • 1999
  • Modules of the system that requires large capacity and high-speed information processing are implemented in the form of MCM that allows high-speed data processing, high density circuit integration and widely applied to such fields as ATM, GPS and PCS. Hence we developed the ATM switching module that is consisted of three chips and 2.48 Gbps data throughput, in the form of 10 multi-layer by Cu/Photo-BCB and 491pin PBGA which size is $48 \times 48 \textrm {mm}^2$. hnologies required for the development of the MCM includes extracting parameters for designing the substrate/package through the interconnect characterization to implement the high-speed characteristics, thermal management at the high-density MCM, and the generation of the testability that is one of the most difficult issues for developing the MCM. For the development of the ATM Switching MCM, we extracted signaling delay, via characteristics and crosstalk parameters through the interconnect characterization on the MCM-D. For the thermal management of 15.6 Watt under the high-density structure, we carried out the thermal analysis. formed 1.108 thermal vias through the substrate, and performed heat-proofing processing for the entire package so that it can keep the temperature less than $85^{\circ}C$. Lastly, in order to ensure the testability, we verified the substrate through fine pitch probing and applied the Boundary Scan Test (BST) for verifying the complex packaging/assembling processes, through which we developed an efficient and cost-effective product.

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항만운영정보시스템의 데이터전송방식 개선에 관한 연구

  • 김칠호;박남규;최형림
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 1999.10a
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    • pp.187-197
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    • 1999
  • 해양수산부가 개발 .운영 중인 항만운영정보시스템(PORT-MIS)은 선박입출항 관련 업무, 수출입 화물 반출입에 관한 업무, 항만시설물관리에 관한 업무, 의사결정지원시스템에 관한 업무 등 크게 4개 업무오 구성되어 있으며, 총 19개의 전자문서와 1,500여개의 단위 프로그램으로 구성되어 있다. 그동안 PORT-MIS를 권역별로 확대 운영하면서 발생한 여러 가지 문제점들을 보완하기 위해 해양수산부와 정보통신부(한국전산원)가 공동으로 $\ulcorner$수출입화물 일괄처리시스템 구축$\lrcorner$ 용역 사업을 현재 진행 중에 있다. 본 연구는 용역과업 내용에 포함되어 있지 않으면서 개선이 필요한 외항선(국전선.외국전선 포함) 선박입항보고서(최초.변경.최종)와 선박출항보고서(최초.변경.최종), 내항선입.출항신고서, 예선사용허가신청서 및 지정서, 도선사용허가신청서 및 지정서 등의 민원업무를, 사용자로 하여금 최소한의 노력으로 처리할 수 있도록 제출방법을 개선(EDI방식에서 온라인방식으로)하여 행정소요시간을 단축함으로써 PORT-MIS의 효율성을 높일 수 있는 방안을 제시하고자 한다. 이러한 노력을 통해 PORT-MIS EDI업무가 개선되어 선박입.출항보고를 1회롤 처리할 수 있다면 연간 29만9천건의 서류절감으로 약 1억3천7백만원의 물류비를 줄일 수 있으며, 시간 단축에 따른 간접비용을 계산하면 보다 많은 효과가 있다고 판단된다. 그리고 내항선입.출항신고서 및 예.도선업무를 EDI방식에서 온라인방식으로 전환함으로써 선사와 예선업체 및 도선사협회가 대화형식으로 업무처리가 이루어져 분쟁을 최소화 할 수 있다면, 전자문서 31만6천건/년 절감으로 1억3백만원/년의 예산이 절감될 것으로 예상된다.rr로 변화시켰고 inductive power는 200~800watt, bias voltage는 0~-200voltage로 변화시켰으며 식각마스크로는 SiO2를 patterning 하여 사용하였다. n-GaN, p-GaN 층 이외에 광소자 제조시 필수적인 InGaN 층을 100% Cl2로 식각한 경우에 InGaN의 식각속도가 GaN에 비해 매우 낮은 식각속도를 보였다. Cl2 gas에 소량의 CH4나 Ar gas를 첨가하는 경우와 공정압력을 감소시키는 경우 식각속도는 증가하였고, Cl2/10%Ar 플라즈마에서 공정 압력을 감소시키는 경우 식각속도는 증가하였고, Cl2/10%CHF3 와 Cl2/10%Ar 플라즈마에서 공정압력을 15mTorr로 감소시키는 경우 InGaN과 GaNrks의 선택적인 식각이 가능하였다. InGaN의 식각속도는 Cl2/Ar 플라즈마의 이온에 의한 Cl2/CHF3(CH4) 플라즈마에서의 CHx radical 형성에 의하여 증가하는 것으로 사료되어 진다.$ 이상을 나타내었다. 박막의 Sn/In atomic ratio는 0.12, O/In의 비율은 In2O3의 화학양론적 비율인 1.5보다 작은 1.3을 나타내었다.로 보인다.하면 수평축과 수직축의 분산 장벽의 비에 따라 cluster의 두께비가 달라지는 성장을 볼 수 있었고, 한 축 방향으로의 팔 넓이는 fcc(100) 표면의 경우 동일한 Ed+Ep값에 대응하는 팔 넓이와 거의 동일한 결과가 나타나는 것을 볼 수 있다. 따라서 이러한 비대칭적인 모양을 가지는 성장의 경우도 cluster 밀도, cluster 모양, cluster의 양 축 방향 길이 비, 양 축 방향의 평균 팔 넓이로부터 각 축 방향의 분산 장벽을 얻어낼 수 있을 것으로 보인다. 기대할 수 있는 여러

ROUTE/DASH-SRD based Point Cloud Content Region Division Transfer and Density Scalability Supporting Method (포인트 클라우드 콘텐츠의 밀도 스케일러빌리티를 지원하는 ROUTE/DASH-SRD 기반 영역 분할 전송 방법)

  • Kim, Doohwan;Park, Seonghwan;Kim, Kyuheon
    • Journal of Broadcast Engineering
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    • v.24 no.5
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    • pp.849-858
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    • 2019
  • Recent developments in computer graphics technology and image processing technology have increased interest in point cloud technology for inputting real space and object information as three-dimensional data. In particular, point cloud technology can accurately provide spatial information, and has attracted a great deal of interest in the field of autonomous vehicles and AR (Augmented Reality)/VR (Virtual Reality). However, in order to provide users with 3D point cloud contents that require more data than conventional 2D images, various technology developments are required. In order to solve these problems, an international standardization organization, MPEG(Moving Picture Experts Group), is in the process of discussing efficient compression and transmission schemes. In this paper, we provide a region division transfer method of 3D point cloud content through extension of existing MPEG-DASH (Dynamic Adaptive Streaming over HTTP)-SRD (Spatial Relationship Description) technology, quality parameters are further defined in the signaling message so that the quality parameters can be selectively determined according to the user's request. We also design a verification platform for ROUTE (Real Time Object Delivery Over Unidirectional Transport)/DASH based heterogeneous network environment and use the results to validate the proposed technology.

Development of the Railway Abrasion Measurement System using Camera Model and Perspective Transformation (카메라 모델과 투시 변환에 의한 레일 마모도 측정 시스템 개발)

  • Ahn, Sung-Hyuk;Kang, Dong-Eun;Moon, Hyoung-Deuk;Park, So-Yeon;Kim, Man-Cheol
    • Proceedings of the KSR Conference
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    • 2008.11b
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    • pp.1069-1077
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    • 2008
  • The railway abrasion measurement system have to satisfy two conditions to increase the measurement accuracy as follows. The laser region which is projected on the rail have to be extracted without the geometrical distortion. The mapping of the acquired laser region data on the rail profile have to be processed exactly. But, the conventional railway abrasion measurement system is deeply effected by the foreign substance( dust, rainwater, and so on ) on the railway or the sensitive response characteristic of the laser to the external measurement circumstance, and then the measurement errors arise from above factors. When the laser region is projected on the rail extracts from the acquired image, the interference of the light with the same frequency as the laser system occurs the serious problems. In the process of the mapping between the railway profile and the extracted laser region, the measurement accuracy is very highly effected by the geometrical distortion and the abnormal variation. In this Paper, we propose the novel method to increase the accuracy of the railway abrasion measurement dramatically. we designed and manufactured the high precision and fast image processing board with DSP Core and FPGA to measure the railway abrasion. The image processing board has the capability that the image of 1024X1280 from camera can be processed with the speed of 480 frame/sec. And, we apply the image processing algorithm base on the wavelet to extract the laser region is projected on the rail exactly. Finally, we developed high precision railway abrasion measurement system with the error range less than +/-0.5mm by which 2D image data is covered 3D data and mapped on the rail profile using the camera model and the perspective transform.

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Analysis of Press Articles and Research Trends related to 'University Core Competencies' using Big Data Analysis Methods

  • Kwon, Choong-Hoon
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.5
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    • pp.103-110
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    • 2021
  • The purpose of this study is to check the trend of press articles and research trends in journal papers in the last 10 years, which dealt with the subject of 'university core competencies' with a big data analysis method. The main research methodology of this study applied the BigKinds analysis system and the semantic network analysis methodology. The results are as follows: First, the number of press articles related to university core competencies showed a keyword trend that rapidly increased in December 2014 and the second half of 2020. Related keywords were curriculum, specialization, project group, Ministry of Education, ACE, and competitiveness. Second, the semantic network value between keywords of related research papers showed 554 degree, 18,467 avg. degree, and 0.637 density. The degree of centrality of connection was analyzed in the order of university(1606), competency(1481), core(1349), and core competency(1301). Betweenness centrality was analyzed as core competencies(13.101), university students(13.101), university(13.101), and competencies(13.101). The results of this research are expected to give implications to future research and policy-making, educational program planning and operation, etc. to members of higher education institutions, experts in education policy, and educational scholars.

Evaluating Accuracy of Algorithms Providing Subsurface Properties Using Full-Reference Image Quality Assessment (완전 참조 이미지 품질 평가를 이용한 지하 매질 물성 정보 도출 알고리즘의 정확성 평가)

  • Choi, Seungpyo;Jun, Hyunggu;Shin, Sungryul;Chung, Wookeen
    • Geophysics and Geophysical Exploration
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    • v.24 no.1
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    • pp.6-19
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    • 2021
  • Subsurface physical properties can be obtained and imaged by seismic exploration, and various algorithms have been developed for this purpose. In this regard, root mean square error (RMSE) has been widely used to quantitatively evaluate the accuracy of the developed algorithms. Although RMSE has the advantage of being numerically simple, it has limitations in assessing structural similarity. To supplement this, full-reference image quality assessment (FR-IQA) techniques, which reflect the human visual system, are being investigated. Therefore, we selected six FR-IQA techniques that could evaluate the obtained physical properties. In this paper, we used the full-waveform inversion, because the algorithm can provide the physical properties. The inversion results were applied to the six selected FR-IQA techniques using three benchmark models. Using salt models, it was confirmed that the inversion results were not satisfactory in some aspects, but the value of RMSE decreased. On the other hand, some FR-IQA techniques could definitely improve the evaluation.

Gravity Field Interpretation and Underground Structure Modelling as a Method of Setting Horizontal and Vertical Zoning of a Active Fault Core (활성단층의 3차원적인 규모를 결정하기 위한 중력장 데이터의 해석 및 지각구조 모델링: 양산단층에서의 예)

  • Choi, Sungchan;Kim, Sung-Wook;Choi, Eun-Kyeong;Lee, Young-Cheol;Ha, Sangmin
    • Economic and Environmental Geology
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    • v.54 no.1
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    • pp.91-103
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    • 2021
  • In order to estimate the vertical and horizontal structural in the Yangsan fault core line (Naengsuri area, Pohang), we carried out gravity field measurements and interpretation procedures such as Euler deconvolution method and curvature analysis in addition to the forward modelling technique (i.e. IGMAS+). We found a prominent gravity difference of more than 1.5 mGal across the fault core. This indicates a distinct density difference between the western and eastern crustal area across the Yangsan fault line. Comparing this gravity field interpretation with other existent geologic and geophysical survey data (e.g. LiDAR, trenching, electric resistivity measurements), It is concluded that (1) the prominent gravity difference is caused by the density difference of about 0.1 g/㎤ between the Bulguksa Granite in the west and the Cretaceous Sandstone in the east side, (2) the fault core is elongated vertically into a depth of about 2,000 meters and extended horizontally 3,000 meters to the NNE direction from Naengsuri area. Our results present that the gravity field method is a very effective tool to estimate a three -dimensional image of the active fault core.

The Impact of Government Development Policy on Land Investment and Land Price: Evidences from Linyi (토지개발 및 토지가격에 대해서 정부 개발 정책의 영향 린이시 중심으로)

  • Zhong, Shengyang;Zheng, Ziyang;Liu, Zhao
    • The Journal of the Korea Contents Association
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    • v.21 no.12
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    • pp.337-347
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    • 2021
  • Land is key natural resource that Chinese government actually owns. Real estate and land development have played an important part in China's urban development and economic development. The Chinese local governments' land development policies can mainly be characterized as the establishment of economic development zones and the development of new towns. Given the great importance of these measures, we can expect that these policies can generate noticeable impacts on land development and land price. However, little research has explored these impacts empirically. Using the data collected from land development projects of three districts in Linyi city-old town, new town, economic development zone, this paper attempts to investigate the impact of government development policy on land development and land price. This research chooses investment amount and land price as dependent variables. The multiple regression results demonstrate that the local government's land Development policies can affect land investment size and land price significantly. As we have noticed, the target of government development policy is to make use of urban land resources more scientifically and efficiently. Based on my empirical analysis, some useful insights can be provided for improving our understanding concerning the effects of these government land development policies.