• Title/Summary/Keyword: Correlation Map

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Analysis of Urban Heat Island Effect Using Time Series of Landsat Images and Annual Temperature Cycle Model (시계열 Landsat TM 영상과 연간 지표온도순환 모델을 이용한 열섬효과 분석)

  • Hong, Seung Hwan;Cho, Han Jin;Kim, Mi Kyeong;Sohn, Hong Gyoo
    • Journal of Korean Society for Geospatial Information Science
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    • v.23 no.1
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    • pp.113-121
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    • 2015
  • Remote sensing technology using a multi-spectral satellite imagery can be utilized for the analysis of urban heat island effect in large area. However, weather condition of Korea mostly has a lot of clouds and it makes periodical observation using time-series of satellite images difficult. For this reason, we proposed the analysis of urban heat island effect using time-series of Landsat TM images and ATC model. To analyze vegetation condition and urbanization, NDVI and NDBI were calculated from Landsat images. In addition, land surface temperature was calculated from thermal infrared images to estimate the parameters of ATC model. Furthermore, the parameters of ATC model were compared based on the land cover map created by Korean Ministry of Environment to analyze urban heat island effect relating to the pattern of land use and land cover. As a result of a correlation analysis between calculated spectral indices and parameters of ATC model, MAST had high correlation with NDVI and NDBI (-0.76 and 0.69, respectively) and YAST also had correlation with NDVI and NDBI (-0.53 and 0.42, respectively). By comparing the parameters of ATC model based on land cover map, urban area had higher MAST and YAST than agricultural land and grassland. In particular, residential areas, industrial areas, commercial areas and transportation facilities showed higher MAST than cultural facilities and public facilities. Moreover, residential areas, industrial areas and commercial areas had higher YAST than the other urban areas.

Study on the Development of the Digital Image Correlation Measurements Program for Measuring the 3-Point Bending Test (이미지 상관법을 이용한 3 점 굽힘 시험 계측 프로그램 개발 관한 연구)

  • Choi, In Young;Kang, Young June;Hong, Kyung Min;Ko, Kwang Su;Kim, Sung Jong
    • Journal of the Korean Society for Precision Engineering
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    • v.31 no.10
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    • pp.889-895
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    • 2014
  • Machine parts and structures of a change in the displacement and strain can be evaluated safety is one of the important factors. Typically the strain gauge has been employed to measure the displacement and strain. However, this contact-type measurement method has disadvantages that are not measured under condition of specific object shape, surface roughness and temperature. In particularly, 3 point bending and 4 point bending test not use strain gauge. So its test used cross head displacement and deflect meter. Digital Image Correlation measurement methods have many advantages. It is non contact-type measurement method to measure the object displacements and strain. In addition, it is possible to measure the Map of full field displacements and strain. In this paper, measured the 3 point bending deflection using the Digital Image Correlation methods. In order to secure the reliability, Digital Image Correlation method and universal test machine were compared.

Image Encryption using Shrinking Generator based on CA (CA기반의 수축생성기를 이용한 영상 암호)

  • Choi, Un-Sook;Cho, Sung-Jin;Kim, Han-Doo;Kang, Sung-Won
    • The Journal of the Korea institute of electronic communication sciences
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    • v.15 no.1
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    • pp.179-184
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    • 2020
  • Cellular automata (CA), which is known as a pseudo random number generator due to its excellent randomness, has various applications. Cho et al. designed a CA-based shrinking generator to generate a long period of nonlinear sequence. In addition, chaotic cat maps have been studied by many researchers as the complex nonlinear dynamics systems with sensitivity in initial conditions and unpredictable characteristics. In this paper, we propose a new image encryption method using nonlinear sequence generated by CA-based shrinking generator with maximum period and 3D chaotic cat map for high security.

A Study on the Correlation among Historic Remains of the Preah Pithu through the Floor Plan Restoration -A Study of Preah Pithu Monument in Angkor (1)- (프레아피투 사원 평면도 복원을 통한 유구 간 상관관계 고찰 -앙코르 유적 "프레아피투 사원" 연구 (1)-)

  • Park, Dong-Hee;Kim, Jiseo;Kim, Chul-Min
    • Journal of architectural history
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    • v.26 no.1
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    • pp.61-70
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    • 2017
  • We surveyed Preah Pithu monument group site in Angkor. We made the map of present condition throughout the actual measurement and 3D scan. And we restored the floor plan, and completed the map of site placement. During this processing, we confirmed the middle axis of temples and studied the relation of temples and made clear the order of sites. Throughout this studying, we verified the middle axis of sites is not matched in Preah Pithu monument group. It is different aspect comparing with general Khmer religion architectures which were built with the planification belonging to strong royal authority and shared main axis through whole sites. In other words, we can estimate that Preah Pithu monument group was not built with planification rather than expanded as occasional demand during the process of actual use.

Analysis of the Distribution Pattern of Seawater Intrusion in Coastal Area using the Geostatistics and GIS (지구통계기법과 GIS를 이용한 연안지역 해수침투 분포 파악)

  • 최선영;고와라;윤왕중;황세호;강문경
    • Spatial Information Research
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    • v.11 no.3
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    • pp.251-260
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    • 2003
  • Distribution pattern of seawater intrusion was analyzed from the spatial distribution map of chloride using the geostatistics and CIS analyses. The chloride distribution map made by kriging(ordinary kriging and co-kriging) after exploratory spatial data analysis. Kriging provides an advanced methodology which facilitates quantification of spatial features and enables spatial interpolation. TDS, Na$^{+}$, Br$^{[-10]}$ were selected as second parameters of co-kriging which is higher value of correlation coefficients between chloride and others groundwater properties. Chloride concentration is highest in yeminchon and coastal area. And result in co-kriging was accurate than ordinary kriging.

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Fully Automatic Liver Segmentation Based on the Morphological Property of a CT Image (CT 영상의 모포러지컬 특성에 기반한 완전 자동 간 분할)

  • 서경식;박종안;박승진
    • Progress in Medical Physics
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    • v.15 no.2
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    • pp.70-76
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    • 2004
  • The most important work for early detection of liver cancer and decision of its characteristic and location is good segmentation of a liver region from other abdominal organs. This paper proposes a fully automatic liver segmentation algorithm based on the abdominal morphology characteristic as an easy and efficient method. Multi-modal threshold as pre-processing is peformed and a spine is segmented for finding morphological coordinates of an abdomen. Then the liver region is extracted using C-class maximum a posteriori (MAP) decision and morphological filtering. In order to estimate results of the automatic segmented liver region, area error rate (AER) and correlation coefficients of rotational binary region projection matching (RBRPM) are utilized. Experimental results showed automatic liver segmentation obtained by the proposed algorithm provided strong similarity to manual liver segmentation.

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Fast Motion Estimation Algorithm Using Motion Vector Prediction and Neural Network (움직임 예측과 신경 회로망을 이용한 고속 움직임 추정 알고리즘)

  • 최정현;이경환;이법기;정원식;김경규;김덕규
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.24 no.9A
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    • pp.1411-1418
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    • 1999
  • In this paper, we propose a fast motion estimation algorithm using motion prediction and neural network. Considering that the motion vectors have high spatial correlation, the motion vector of current block is predicted by those of neighboring blocks. The codebook of motion vector is designed by Kohonen self-organizing feature map(KSFM) learning algorithm which has a fast learning speed and 2-D adaptive chararteristics. Since the similar codevectors are closely located in the 2-D codebook the motion is progressively estimated from the predicted codevector in the codebook. Computer simulation results show that the proposed method has a good performance with reduced computational complexity.

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A Study on Estimation of Rainfall Erosivity in RUSLE (RUSLE의 강우침식도 추정에 관한 연구)

  • Lee, Joon-Hak;Jung, Young-Hun;Heo, Jun-Haeng
    • Proceedings of the Korea Water Resources Association Conference
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    • 2008.05a
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    • pp.1324-1328
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    • 2008
  • RUSLE(Revised Universal Soil Loss Equation) is one of empirical models for estimating the soil loss effectively, when there is no measured data from the study areas. It has been researching into application and estimation of the RUSLE parameters in Korea. As one of the RUSLE parameters, the rainfall-runoff erosivity factor R, is closely connected hydrologic characteristics of the study areas. It requires a continuous record of rainfall measurement at a minute time step for each storm to calculate an accurate R factor by the RUSLE methodology and it takes a lot of time to analyze it. For the more simplified and reasonable estimation of the rainfall erosivity, this study researched for correlation between the rainfall erosivity and mean annual precipitation used 122 data from the existing studies in Korea. Considering hydrologic homogeneity, new regression equations are presented and compared with other annual erosive empirical index for the test of application. As the results, the study presents the isoerodent map at 59 sites in Korea, using annual rainfall data by the Korea Meteorological Administration from 1978 to 2007.

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Extraction of Building Height Using correlation of Digital Map and Single Imagery (단영상과수치지도의상관관계를이용한건물의고도값추출)

  • Yeu Bock-Mo;Hong Jea-Min;Kim Min-Gu
    • Proceedings of the Korean Association of Geographic Inforamtion Studies Conference
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    • 2006.05a
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    • pp.138-145
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    • 2006
  • Recently the extraction of building height information has been investigated using remotely sensed image and digital maps. In this study, based on the digital photogrammetry principle and mono imagery method the building height information can be extracted by using relationship between ground coordinates and image coordinates, To evaluate the result the comparison was done with building height from 1:5000 aerial photo. The experiment shows that extraction of building height could be performed using IKONOS single imagery and digital map and it is proved that the building height could be reconstructed within some extent.

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Explorations of the Electrostatic Character of a Model of Human Immunodeficiency Virus Type 1 Integrase to Offer a Prediction for the Orientation and Nature of DNA binding

  • Jung, Eun-Sun;Kwon, Yong-Jung
    • Journal of Industrial Technology
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    • v.26 no.B
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    • pp.163-171
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    • 2006
  • Human immunodeficiency virus type 1 (HIV-1) integrase plays a critical role in the life cycle of the HIV virus. An ability to accurately map its electrostatic potential, and then use this information to predict the manner in which DNA will bind to the active site of the catalytic domain could provide a foundation for inhibitory design. Attempts to discern the crystal structure of HIV-1 integrase have proven problematic, especially in the region of enzymatic activity, that being those residues involved in the catalysis of the integration of viral DNA into the host cell. However, there is a structural correlation in to the region of interest with avian sarcoma virus (ASV), so a homology model utilizing this similarity was constructed to approximate the behavior/structure of the undetermined portions of the HIV-1 integrase crystal. After this model was constructed and its energy minimized, electrostatic calculations were carried out on the substance, so that an electrostatic potential map was constructed. Using this information, it was determined that DNA binding was oriented so as to exploit the regions of positive potential nearby the active site, as well as the positive potential of the magnesium cofactors.

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