• 제목/요약/키워드: high-spatial resolution

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UAV 기반 TIR 영상의 융합 기법 정확도 평가 (Accuracy Assessment of Sharpening Algorithms of Thermal Infrared Image Based on UAV)

  • 박상욱;최석근;최재완;이승기
    • 한국측량학회지
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    • 제36권6호
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    • pp.555-563
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    • 2018
  • 열적외선 영상은 육안으로 식별 할 수 없는 물체를 감지할 수 있는 특성을 가지고 있으며, 접근 불가지역의 정보를 쉽게 얻을 수 있는 장점을 가지고 있다. 그러나 열적외선 영상은 상대적으로 낮은 공간 해상도를 지니는 한계점이 있다. 본 연구에서는 무인 항공기를 활용하여 취득한 영상에 대하여 위성영상에 적용되는 영상융합 알고리즘의 적용 가능성을 연구하였다. RGB 영상은 TIR (Thermal InfraRed) 영상보다 높은 공간 해상도를 가지고 있다. 본 연구에서는 상대적으로 낮은 공간 해상도를 갖는 TIR 영상에 영상융합 알고리즘을 적용하여 RGB 영상과 같은 공간 해상도를 가지며 온도정보를 가지는 융합영상을 생성하고자 한다. 실험결과, PC1 밴드와 RGB 밴드의 평균값을 이용하여 영상융합 알고리즘을 수행한 경우, 다른 밴드를 활용하여 연구를 수행한 경우보다 정량적 평가에 대해서 더 좋은 결과가 나타냈으며, ATWT (${\grave{A}}$ Trous Wavelet Transform) 기법에 의한 융합영상이 HPF (High-Pass Filter) 및 SFIM (Smoothing Filter-based Intensity Modulation) 기법에 의한 융합영상보다 더 뛰어난 분광해상도 및 공간 해상도를 나타냈다.

고해상도 격자 기후자료 내 이상 기후변수 수정을 위한 통계적 보간법 적용 (Application of a Statistical Interpolation Method to Correct Extreme Values in High-Resolution Gridded Climate Variables)

  • 정여민;음형일
    • 한국기후변화학회지
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    • 제6권4호
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    • pp.331-344
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    • 2015
  • A long-term gridded historical data at 3 km spatial resolution has been generated for practical regional applications such as hydrologic modelling. However, overly high or low values have been found at some grid points where complex topography or sparse observational network exist. In this study, the Inverse Distance Weighting (IDW) method was applied to properly smooth the overly predicted values of Improved GIS-based Regression Model (IGISRM), called the IDW-IGISRM grid data, at the same resolution for daily precipitation, maximum temperature and minimum temperature from 2001 to 2010 over South Korea. We tested various effective distances in the IDW method to detect an optimal distance that provides the highest performance. IDW-IGISRM was compared with IGISRM to evaluate the effectiveness of IDW-IGISRM with regard to spatial patterns, and quantitative performance metrics over 243 AWS observational points and four selected stations showing the largest biases. Regarding the spatial pattern, IDW-IGISRM reduced irrational overly predicted values, i. e. producing smoother spatial maps that IGISRM for all variables. In addition, all quantitative performance metrics were improved by IDW-IGISRM; correlation coefficient (CC), Index Of Agreement (IOA) increase up to 11.2% and 2.0%, respectively. Mean Absolute Error (MAE) and Root Mean Square Error (RMSE) were also reduced up to 5.4% and 15.2% respectively. At the selected four stations, this study demonstrated that the improvement was more considerable. These results indicate that IDW-IGISRM can improve the predictive performance of IGISRM, consequently providing more reliable high-resolution gridded data for assessment, adaptation, and vulnerability studies of climate change impacts.

고해상도 수치예측자료 생산을 위한 경도-역거리 제곱법(GIDS) 기반의 공간 규모 상세화 기법 활용 (Implementation of Spatial Downscaling Method Based on Gradient and Inverse Distance Squared (GIDS) for High-Resolution Numerical Weather Prediction Data)

  • 양아련;오수빈;김주완;이승우;김춘지;박수현
    • 대기
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    • 제31권2호
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    • pp.185-198
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    • 2021
  • In this study, we examined a spatial downscaling method based on Gradient and Inverse Distance Squared (GIDS) weighting to produce high-resolution grid data from a numerical weather prediction model over Korean Peninsula with complex terrain. The GIDS is a simple and effective geostatistical downscaling method using horizontal distance gradients and an elevation. The predicted meteorological variables (e.g., temperature and 3-hr accumulated rainfall amount) from the Limited-area ENsemble prediction System (LENS; horizontal grid spacing of 3 km) are used for the GIDS to produce a higher horizontal resolution (1.5 km) data set. The obtained results were compared to those from the bilinear interpolation. The GIDS effectively produced high-resolution gridded data for temperature with the continuous spatial distribution and high dependence on topography. The results showed a better agreement with the observation by increasing a searching radius from 10 to 30 km. However, the GIDS showed relatively lower performance for the precipitation variable. Although the GIDS has a significant efficiency in producing a higher resolution gridded temperature data, it requires further study to be applied for rainfall events.

Study on the neutron imaging detector with high spatial resolution at China spallation neutron source

  • Jiang, Xingfen;Xiu, Qinglei;Zhou, Jianrong;Yang, Jianqing;Tan, Jinhao;Yang, Wenqin;Zhang, Lianjun;Xia, Yuanguang;Zhou, Xiaojuan;Zhou, Jianjin;Zhu, Lin;Teng, Haiyun;Yang, Gui-an;Song, Yushou;Sun, Zhijia;Chen, Yuanbo
    • Nuclear Engineering and Technology
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    • 제53권6호
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    • pp.1942-1946
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    • 2021
  • Gadolinium oxysulfide (GOS) is regarded as a novel scintillator for the realization of ultra-high spatial resolution in neutron imaging. Monte Carlo simulations of GOS scintillator show that the capability of its spatial resolution is towards the micron level. Through the time-of-flight method, the light output of a GOS scintillator was measured to be 217 photons per captured neutron, ~100 times lower than that of a ZnS/LiF:Ag scintillator. A detector prototype has been developed to evaluate the imaging solution with the GOS scintillator by neutron beam tests. The measured spatial resolution is ~36 ㎛ (28 line pairs/mm) at the modulation transfer function (MTF) of 10%, mainly limited by the low experimental collimation ratio of the beamline. The weak light output of the GOS scintillator requires an enormous increase in the neutron flux to reduce the exposure time for practical applications.

Evaluation of spatial pressure distribution during ice-structure interaction using pressure indicating film

  • Kim, Hyunwook;Ulan-Kvitberg, Christopher;Daley, Claude
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제6권3호
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    • pp.578-597
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    • 2014
  • Understanding of 'spatial' pressure distribution is required to determine design loads on local structures, such as plating and framing. However, obtaining a practical 'spatial' pressure distribution is a hard task due to the sensitivity of the data acquisition frequency and resolution. High-resolution Pessure-Idicating Flm (PIF) was applied to obtain pressure distribution and pressure magnitude using stepped crushing method. Different types of PIF were stacked at each test to creating a pressure distribution plot at specific time steps. Two different concepts of plotting 'spatial' pressure-area curve was introduced and evaluated. Diverse unit pixel size was chosen to investigate the effect of the resolution in data analysis. Activated area was not significantly affected by unit pixel size; however, total force was highly sensitive.

Performance Evaluation of Pansharpening Algorithms for WorldView-3 Satellite Imagery

  • Kim, Gu Hyeok;Park, Nyung Hee;Choi, Seok Keun;Choi, Jae Wan
    • 한국측량학회지
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    • 제34권4호
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    • pp.413-423
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    • 2016
  • Worldview-3 satellite sensor provides panchromatic image with high-spatial resolution and 8-band multispectral images. Therefore, an image-sharpening technique, which sharpens the spatial resolution of multispectral images by using high-spatial resolution panchromatic images, is essential for various applications of Worldview-3 images based on image interpretation and processing. The existing pansharpening algorithms tend to tradeoff between spectral distortion and spatial enhancement. In this study, we applied six pansharpening algorithms to Worldview-3 satellite imagery and assessed the quality of pansharpened images qualitatively and quantitatively. We also analyzed the effects of time lag for each multispectral band during the pansharpening process. Quantitative assessment of pansharpened images was performed by comparing ERGAS (Erreur Relative Globale Adimensionnelle de Synthèse), SAM (Spectral Angle Mapper), Q-index and sCC (spatial Correlation Coefficient) based on real data set. In experiment, quantitative results obtained by MRA (Multi-Resolution Analysis)-based algorithm were better than those by the CS (Component Substitution)-based algorithm. Nevertheless, qualitative quality of spectral information was similar to each other. In addition, images obtained by the CS-based algorithm and by division of two multispectral sensors were shaper in terms of spatial quality than those obtained by the other pansharpening algorithm. Therefore, there is a need to determine a pansharpening method for Worldview-3 images for application to remote sensing data, such as spectral and spatial information-based applications.

원격탐사의 동향과 고해상도 위성영상의 활용 (The Trends in Remote Sensing and the Applications of High Resolution Space Images)

  • 여화수;박경환;박병욱
    • Spatial Information Research
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    • 제5권1호
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    • pp.89-98
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    • 1997
  • 원격탐사는 1972년이래 꾸준히 발전을 거듭해와 오늘날 고해상도의 위성영상을 수집하는 단계에까지 이르렀다. 고해상도 위성영상은 1m 이하의 공간 해상력을 갖는 영상으로 98년도부터 본격적인 공급이 시작될 것이며, 이것은 지도제작 분야를 비롯하여 측량, 정부 또는 자치단체, 가스/전력회사, 수자원 관리, 통신, 농업 등 여러 분야에서 다양하게 활용될 것이다. 특히 지도제작 분야에 있어서는 고해상도 위성영상을 이용하므로서 기존의 항공사진을 이용하는 지도제작 방법을 혁명적으로 바꾸게 될 것이다. 따라서 본고에서는 이러한 최신기술의 동향과 그 기술의 활용방안에 대하여 검토하고자 하였다.

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3D BUILDING INFORMATION EXTRACTION FROM A SINGLE QUICKBIRD IMAGE

  • Kim, Hye-Jin;Han, Dong-Yeob;Kim, Yong-Il
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2006년도 Proceedings of ISRS 2006 PORSEC Volume I
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    • pp.409-412
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    • 2006
  • Today's commercial high resolution satellite imagery such as IKONOS and QuickBird, offers the potential to extract useful spatial information for geographical database construction and GIS applications. Recognizing this potential use of high resolution satellite imagery, KARI is performing a project for developing Korea multipurpose satellite 3(KOMPSAT-3). Therefore, it is necessary to develop techniques for various GIS applications of KOMPSAT-3, using similar high resolution satellite imagery. As fundamental studies for this purpose, we focused on the extraction of 3D spatial information and the update of existing GIS data from QuickBird imagery. This paper examines the scheme for rectification of high resolution image, and suggests the convenient semi-automatic algorithm for extraction of 3D building information from a single image. The algorithm is based on triangular vector structure that consists of a building bottom point, its corresponding roof point and a shadow end point. The proposed method could increase the number of measurable building, and enhance the digitizing accuracy and the computation efficiency.

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High Spatial Resolution Imaging of the Contiguous Objects Using Sub-Y-Type Interferometric Synthetic Aperture Radiometer

  • Lee Ho-Jin;Park Hyuk;Kim Sung-Hyun;Choi Jun-Ho;Seo Seung-Won;Kim Yong-Hoon;Kang Gum-Sil
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2004년도 Proceedings of ISRS 2004
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    • pp.53-56
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    • 2004
  • Recently the interferometric synthetic aperture radiometer with sub-Y-type antenna array was suggested to improve the spatial resolution than that of conventional Y-type with the same number of antenna elements. The sub-Y-type performance has been reported under a point source target. In this paper, the performance of sub-Y-type is evaluated under contiguous objects. The angular resolution of sub-Y-type with 52 antennas was compared with that of Y-type with the 40 antennas. The images of sub-Y -type and Y-type array were simulated under the contiguous objects. The sub-Y-type showed higher resolution than Y-type in the simulation and experiments. The sub-Y-type has high spatial resolution than Y-type in case of contiguous source as well as single point source.

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해상도 향상을 위한 4.7 T 자기공명유속계 용 솔레노이드 RF 코일 개발 (Development of Solenoid RF coil for 4.7 T Magnetic Resonance Velocimeter to Improve Resolution)

  • 양병권;조지현;송시몬
    • 한국가시화정보학회지
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    • 제14권2호
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    • pp.40-45
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    • 2016
  • Magnetic resonance velocimeter (MRV) is a powerful tool to non-invasively measure the velocity of a fluid flow in various fields ranging from medicine to engineering. However, since the demands for accurate measurement in the solid/liquid interface for cardiovascular diseases and porous media increase, the improvement of spatial resolution is required. In this study, a solenoid RF coil is developed for high spatial resolution measurement. The signal-to-noise ratio in solenoid RF coil is increased seventeen times better than that in commercial coil. Moreover, the velocity distribution of Hagen-Poiseuille flow is measured with in-plane resolution of $36{\mu}m$ by $36{\mu}m$ and the accuracy of the measured velocity is compared with theoretical distribution of the laminar flow. Flow rate calculated by MRV is estimated with the flow rate injected by syringe pump.