• Title/Summary/Keyword: 데이터밀도

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Development Status and Prospect of Water Hazard Information Platform (국토관측센서 기반 수재해 정보 플랫폼 개발현황 및 전망)

  • Yu, Wansik;Park, Gwangha;Lee, Yonghyeon;Hwang, Euiho;Chae, Hyosok
    • Proceedings of the Korea Water Resources Association Conference
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    • 2020.06a
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    • pp.383-383
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    • 2020
  • 한반도를 비롯한 전 세계를 대상으로 가뭄과 홍수 등 물관련 재해정보를 체계적으로 수집·분석하고 이를 정부부처 및 민간에서도 제공 가능한 국가 차원의 과학적이고 효율적인 수재해 대응 및 관리 위하여 현재 수재해 정보플랫폼 융합기술 연구단이 2014년 7월 1일 출범하여 수행중에 있다. 정보플랫폼 융합기술 연구단은 국토관측센서(위성, 레이더, 지상관측자료) 기반 광역 및 지역 수재해 정보 허브 구축 및 운영기술 개발로 행복한 안심국토 및 물산업 강국 실현이라는 연구비전 아래, 고정밀 수문레이더 기반 도시홍수 관리기술, 가뭄/하천건천화 평가 및 예측 기술 개발, 홍수재해 평가 및 예측 기술 개발, 빅데이터기반 광역 및 지역 수자원정보 서비스 플랫폼 기술 개발이라는 4대 연구성과 목표로 X-Net 실증 테스트베드 구축을 통해 획득된 자료를 기반으로 수재해 감시·평가·예측 등에 필요한 관련 수문정보를 생성하고 있으며, 생성된 위성영상 및 수문레이더 등의 수문정보를 활용하여 미계측 유역에 대한 수자원 변동 감시 및 가뭄과 하천 건천화를 효율적으로 평가·예측함으로써 물안보 대응체계를 강화하기 위한 기술을 확보하고 있다. 또한 광역 및 국지 홍수 피해 범위와 규모 등을 평가·산정하고 정확히 예측함으로써 홍수재해를 저감할 수 있는 기술 개발을 추진하고 있으며, 최종적으로는 광역 및 지역 수문자료와 수재해 관련 분석정보를 체계적으로 관리하고 맞춤형 수재해 정보를 제공할 수 있는 수재해정보플랫폼 및 포털시스템을 개발 글로벌 물 정보 허브로써 기반을 조성해 나가고 있다. 이에 수재해 정보플랫폼 융합기술 연구단에서 개발하여 운영중에 있는 수재해 정보플랫폼의 고정밀 수문레이더 기반 도시홍수 관리시스템, 위성기반 가뭄 모니터링 시스템, 미계측 지역 수문정보 및 수자원 모니터링 시스템, 한국형 지표 수문정보 생성 시스템 개발현황 등 그간의 노력에 대해 소개하고자 한다.

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A Study on the Spatial Structure Analysis of history museum using the Complex System (Complex system 이론에 따른 역사기념관 공간구성체계에 대한 연구)

  • Lee, Seung Yong;Park, Ji Hun
    • Smart Media Journal
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    • v.11 no.7
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    • pp.85-93
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    • 2022
  • Currently, Korea is achieving cultural, economic, and social growth as a member of the international community along with its social growth. In the 2000s, local communities and local governments made multidimensional efforts with historical and cultural interests. And as part of that, historical museums were built or expanded to increase the quantity in anticipation of citizens' satisfaction and attracting visitors. However, the qualitative effect of the exhibition space is not achieved. Therefore, in this study, the analysis according to the complex system theory on the interrelationship between exhibition planning, space, and spectators was carried out based on the case of domestic historical museums, and future exhibition space planning or movement lines according to the mutual relationship between the exhibition space and the spectators were conducted. The purpose of this study is to conduct research on specific visualization and data derivation regarding spatial density and spatial perception information.

Impulse Noise Removal using Noise Density based Switching Mask Filter (잡음밀도 기반의 스위칭 마스크 필터를 사용한 임펄스 잡음 제거)

  • Cheon, Bong-Won;Kim, Nam-Ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.10a
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    • pp.253-255
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    • 2022
  • Thanks to the 4th industrial revolution and the development of various communication media, technologies such as artificial intelligence and automation are being grafted into industrial sites in various fields, and accordingly, the importance of data processing is increasing. Image noise removal is a pre-processing process for image processing, and is mainly used in fields requiring high-level image processing technology. Various studies have been conducted to remove noise, but various problems arise in the process of noise removal, such as image detail preservation, texture restoration, and noise removal in a special area. In this paper, we propose a switching mask filter based on the noise intensity to preserve the detailed image information during the impulse noise removal process. The proposed filter algorithm obtains the final output by switching to the extended mask when it is determined that the density is higher than the reference value when noise is determined in the area designated as the filtering mask. Simulation was conducted to evaluate the performance of the proposed algorithm, and the performance was analyzed compared to the existing method.

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A Study on Establishing Urban Spatial Structure through Central Hierarchy Analysis: Focus on Daejeon (중심지 위계 분석을 통한 대전시 도시공간구조 설정에 관한 연구)

  • RYU, KYUNG-SOO;PARK, SOUNG-EUN
    • Journal of the Korean Regional Science Association
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    • v.40 no.2
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    • pp.57-73
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    • 2024
  • The purpose of this study is to establish the central hierarchy and urban spatial structure of Daejeon in 2040 using differentiated analysis indicators. In order to establish a central hierarchy in the future urban space of Daejeon City, three indicators were derived: population density, use of buildings (commercial, office, residential, etc.) and traffic volume data(KTDB). The results of analyzing the center hierarchy using indicators are as follows. First, the primary centers responsible for urban (core) functions are set in three areas, including Dunsan downtown, the original downtown (Daejeon Station area, designated as a special urban convergence zone), and Doan New Town, and the secondary centers corresponding to sub-city centers (regional bases). was set at 9, 10 tertiary centers corresponding to regional centers (living area centers), and a center hierarchy was established with 5 new specialized bases. Second, new secondary and tertiary centers emerged that were different from the center hierarchy in the 2030 Daejeon Urban Basic Plan. The three indicators used in this study yielded meaningful results in establishing urban spatial structure and central hierarchy that can secure urban competitiveness.

Measurement of the Movement Speed and Density of People on a Building Corridor (건물 복도에서의 밀도와 이동속도 측정)

  • Kim, Woon Hyung;Lee, Gyu Hong;Kim, Jong Hoon
    • Fire Science and Engineering
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    • v.31 no.1
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    • pp.36-41
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    • 2017
  • In this study, the experimental measurements from a one-way moving experiment showed that the average movement speed was 0.55 m/s with an average crowd density of $2.36P/m^2$ in a corridor. The cCalculation result of the correlations between the crowd density and movement speed from the SFPE Handbook showed an average of 0.53 m/s. The difference between the calculation and experiment was 0.02 m/s. A comparison of each data set showed that the maximum difference was 0.38 m/s. Some experimental results showed that the crowd density increased with increasing movement speed and the average data from the entire experiment time was used for the analysis. When the short time interval for frame by frame analysis for video files was conducted, the experimental data was expected to be more reliable.

Discretization of Continuous-Valued Attributes considering Data Distribution (데이터 분포를 고려한 연속 값 속성의 이산화)

  • Lee, Sang-Hoon;Park, Jung-Eun;Oh, Kyung-Whan
    • Journal of the Korean Institute of Intelligent Systems
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    • v.13 no.4
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    • pp.391-396
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    • 2003
  • This paper proposes a new approach that converts continuous-valued attributes to categorical-valued ones considering the distribution of target attributes(classes). In this approach, It can be possible to get optimal interval boundaries by considering the distribution of data itself without any requirements of parameters. For each attributes, the distribution of target attributes is projected to one-dimensional space. And this space is clustered according to the criteria like as the density value of each target attributes and the amount of overlapped areas among each density values of target attributes. Clusters which are made in this ways are based on the probabilities that can predict a target attribute of instances. Therefore it has an interval boundaries that minimize a loss of information of original data. An improved performance of proposed discretization method can be validated using C4.5 algorithm and UCI Machine Learning Data Repository data sets.

Analysis of the 3D Data Model and Development of an Application for Landslide Region Information Service (연산사태 지역정보 서비스를 위한 3차원 데이터 모델 분석 및 Application 개발)

  • Kim, Dong-Moon;Park, Jae-Kook;Yang, In-Tae;Choi, Seung-Pil
    • Journal of Korean Society for Geospatial Information Science
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    • v.18 no.3
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    • pp.11-19
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    • 2010
  • In recent years, Korea has witnessed an increase to natural disasters such as landslides due to localized sudden and intensive rainfalls. Thus there have been researches on surface displacements to detect and monitor displacements in the areas prone to landslides by using high-precision and density numerical elevation data from LiDAR, which is an advanced 3D measuring equipment. However, the commercial software to process large-capacity LiDAR data, is expensive and difficult to be applied to specialized tasks such as analysis of landslide. In addition, there are no measures for many users to easily access diverse spatial information related to landslides and put it to intuitive uses. Thus this study developed an application program to analyze landslides by processing time series LiDAR data and intuitively serve many users with information about the topography and landslides of given areas. It analyzed the current state of landslides in the subject region through case study and proposed that 3D-based landslide and topography information can be served intuitively.

Digital Image Watermarking using Inner Product and Adaptive Quantization (내적과 적응성 양자화를 이용한 디지털 영상의 워터마킹 방법)

  • 이승욱;김진호;호요성
    • Journal of Broadcast Engineering
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    • v.6 no.1
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    • pp.50-57
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    • 2001
  • A digital watermarking is a newly developed scheme to embed invisible or inaudible information Into the host data in order to insist the copyright of the owner or the creator. This paper describes a robust data embedding scheme that employs inner product and adaptive quantization. Compared to the previous works for digital watermarking, our proposed scheme can embed relatively large amount of Information, since a secrete key Is not directly relaxed to the watermark data. A secret key is used for the design of random direction vectors. which are taken Inner product with the DCT transformed feature set data. In odder to achieve robustness against malicious attacks. we exploit the Properties of human visual system In designing the random direction vectors which behave as embedded noises. Experimental results show that we can recover the embedded information without utilizing the original host data. We also demonstrate that the ownership assertion is possible even though The watermarked data may undergo common signal processing operations, such as JPEG compression. clopping. and filtering.

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Conversion of Oblique Ionogram between Jeju and Icheon to Vertical Equivalent at Mid-point (제주-이천간 전리층 사입사 데이터의 등가 직입사 변환)

  • You, Moon-Hee;Lee, Hwan-Sang;Jeong, Cheol-Oh;Jo, Jin-Ho;Lee, Yong-Min
    • Journal of Satellite, Information and Communications
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    • v.8 no.3
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    • pp.1-5
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    • 2013
  • In this paper, we present a conversion algorithm of the oblique ionogram obtained from Jeju and Icheon to the equivalent vertical ionogram of the path mid-point, based on some equivalence theorems between the vertical sounding and the oblique sounding for the ionosphere. And in order to verify the conversion algorithm under the condition of no vertical ionosonde at the mid-point on the test path, the equivalent vertical ionograms are compared to the real vertical ionograms measured adjacently in space-time. The comparison results show that the conversion algorithm performs well for the short-path oblique ionogram and the equivalent vertical ionograms could be applied to get the electron density profiles at the mid-point.

Tectonic Link between NE China, Yellow Sea and Korean Peninsula, revealed by interpreting CHAMP-GRACE satellite Gravity Data and sea-surface measured gravity data (CHAMP-GRACE 인공위성 데이터와 해상 측정 중력 데이터에 나타난 황해안 지역의 남중국과 북중국판의 대륙 충돌대 위치)

  • Cho, Sung-Chan
    • 한국지구물리탐사학회:학술대회논문집
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    • 2005.05a
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    • pp.9-14
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    • 2005
  • For the understanding the locus of the Quinling-Dabie-Sulu continental collision's boundary and the underground structure of the sedimentray basin in the Yellow Sea, three dimensional density modelling is carrid out by using gravity dataset (Free Air Anomaly), which is measured by Tamhae 2, KIGAM in a period 2000 - 2002. The measured gravity anomaly in the investigations area is mainly responsed by depth distribution of the sedimentary basin. After comparing the sea-measured gravity data to CHAMP-GRACE satellite gravity data, I suggested that the high density model bodies extend mainly from the southern part of China to the middle-western part of the Korean Peninsula., which might be emplaced along the continental collision's boundary. The total volume of very low density bodies modified by modelling might be about $20000\;km^3$.

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