• Title/Summary/Keyword: 고해상 분석

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Iterative Precision Geometric Correction for High-Resolution Satellite Images (고해상도 위성영상의 반복 정밀 기하보정)

  • Son, Jong-Hwan;Yoon, Wansang;Kim, Taejung;Rhee, Sooahm
    • Korean Journal of Remote Sensing
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    • v.37 no.3
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    • pp.431-447
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    • 2021
  • Recently, the use of high-resolution satellites is increasing in many areas. In order to supply useful satellite images stably, it is necessary to establish automatic precision geometric correction technic. Geometric correction is the process that corrected geometric errors of satellite imagery based on the GCP (Ground Control Point), which is correspondence point between accurate ground coordinates and image coordinates. Therefore, in the automatic geometric correction process, it is the key to acquire high-quality GCPs automatically. In this paper, we proposed iterative precision geometry correction method. we constructed an image pyramid and repeatedly performed GCP chip matching, outlier detection, and precision sensor modeling in each layer of the image pyramid. Through this method, we were able to acquire high-quality GCPs automatically. we then improved the performance of geometric correction of high-resolution satellite images. To analyze the performance of the proposed method, we used KOMPSAT-3 and 3A Level 1R 8 scenes. As a result of the experiment, the proposed method showed the geometric correction accuracy of 1.5 pixels on average and a maximum of 2 pixels.

Analysis of Tidal Channel Variations Using High Spatial Resolution Multispectral Satellite Image in Sihwa Reclaimed Land, South Korea (고해상도 다분광 인공위성영상자료 기반 시화 간척지 갯골 변화 양상 분석)

  • Jeong, Yongsik;Lee, Kwang-Jae;Chae, Tae-Byeong;Yu, Jaehyung
    • Korean Journal of Remote Sensing
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    • v.36 no.6_2
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    • pp.1605-1613
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    • 2020
  • The tidal channel is a coastal sedimentary terrain that plays the most important role in the formation and development of tidal flats, and is considered a very important index for understanding and distribution of tidal flat sedimentation/erosion terrain. The purpose of this study is to understand the changes in tidal channels by a period after the opening of the floodgate of the seawall in the reclaimed land of Sihwa Lake using KOMPSAT high-resolution multispectral satellite image data and to evaluate the applicability and efficiency of high-resolution satellite images. KOMPSAT 2 and 3 images were used for extraction of the tidal channels' lineaments in 2009, 2014, and 2019 and were applied to supervised classification method based on Principal Component Analysis (PCA), Artificial Neural Net (ANN), Matched Filtering (MF), and Spectral Angle Mapper (SAM) and band ratio techniques using Normalized Difference Water Index (NDWI) and MF/SAM. For verification, a numerical map of the National Geographic Information Service and Landsat 7 ETM+ image data were utilized. As a result, KOMPSAT data showed great agreement with the verification data compared to the Landsat 7 images for detecting a direction and distribution pattern of the tidal channels. However, it has been confirmed that there will be limitations in identifying the distribution of tidal channels' density and providing meaningful information related to the development of the sedimentary process. This research is expected to present the possibility of utilizing KOMPSAT image-based high-resolution remote exploration as a way of responding to domestic intertidal environmental issues, and to be used as basic research for providing multi-platform-image-based convergent thematic maps and topics.

Impact Assessment of Climate Change and Land use change on Water Resources in Han River (기후변화와 토지피복변화를 고려한 한강 유역의 수자원 영향 평가)

  • Kim, Byung-Sik;Kim, Bo-Kyung;Kwon, Hyun-Han;Yoon, Seok-Young
    • Proceedings of the Korea Water Resources Association Conference
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    • 2009.05a
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    • pp.929-933
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    • 2009
  • 전 세계적으로 기후변화와 이상기후에 대한 관심이 높아지고 있다. IPCC(2001)는 "기후변화"라는 요소가 기온 증가, 강우강도 및 빈도 변화와 이들로 인한 증발산의 변화, 유출량의 시 공간적 변동을 초래하여 수자원의 효율적 관리 및 안정적인 공급에 어려움을 증대시킬 것으로 전망하였다. 이에 따라 세계 각국은 미래 기후에 대한 보다 정확한 정보를 얻기 위하여 IPCC 권장 시나리오인 SRES(Special Report in Emission Scenario)기반의 GCM(General Circulation Model)과 RCM(Regional Circulation Model)을 이용하고 있으며 특히, 최근에는 고해상도 자료를 생산함으로써 국부지역에 대한 지형학적 특성을 효과적으로 모의할 수 있는 RCM 모형을 이용한 연구가 국외를 중심으로 진행되고 있다(권현한 등, 2008). 본 연구에서는 미래 한강 유역의 수자원 변동성을 평가하기 위하여 CA-Markov Chain 기법으로부터 토지이용변화를, 기온과 강수자료을 독립변수로 이용한 다중 회귀식으로부터 미래 NDVI를 추정하고 기상청에서 제공하는 RegCM3-지역지후모형으로부터 축소기법을 이용하여 추정된 KMA RCM 50set 기후변화시나리오를 SLURP 모형에 입력하였다. 2001년부터 2090년까지 총 90년에 대한 한강 유역의 미래 유출모의를 실시한 후 각 댐별 과거와 미래 유출량을 월별로 비교하고 이들의 유황분석을 실시하였다.

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Analysis of SAR Processing Performances with FJB Waveforms (FJB 파형을 이용한 SAR 영상 생성 기법 분석)

  • Kim, Eun-Hee;Roh, Ji-Eun;Park, Joon-Yong;Kim, Soo-Bum
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.28 no.3
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    • pp.195-207
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    • 2017
  • Recently, the SAR-GMTI mode is becoming increasingly essential in airborne radar systems. While SAR requires wideband waveforms for high resolution imaging, GMTI requires narrowband waveforms for doppler processing, which makes general LFM waveforms difficult to use for SAR-GMTI. This paper analyses the FJB(Frequency Jump Burst) waveform, which is studied for the SAR-GMTI waveform, and presents the method for the pulse compression and SAR image formation using FJB waveforms. Simulation results show that there is little difference in performances between the FJB waveform and the LFM waveform.

A Study on performance comparison of frequency estimators for sinusoid (정현파 신호 주파수 추정 알고리즘의 추정 정확도 비교 연구)

  • Cho, Hyunjin
    • The Journal of the Acoustical Society of Korea
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    • v.37 no.6
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    • pp.457-467
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    • 2018
  • This paper presents performance comparison of several high-resolution frequency estimation algorithms for pure real tone signal. Algorithms are DFT (Discrete Fourier Transform - for reference purpose), Jacobsen, Candan, reassignment and Cedron. Each algorithm is evaluated under various experimental conditions, e.g., different SNR (Signal to Noise Ratio), window function and window length and performance is compared in the perspective of bias, MSE (Mean Square-Error) and variance. Experimental results indicate that Cedron algorithms works well in the most cases. For actual usage in the engineering problem, each algorithm needs additional analysis and modification.

A framework for time-varying data animation in VR environments (고해상도 디스플레이 환경에서의 시변환 데이터 애니메이션을 위한 프레임워크)

  • Hur, YoungJu;Lee, JoongYeon;Kim, MinAh;Gu, GiBeom;Lee, SeHoon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2013.05a
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    • pp.379-382
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    • 2013
  • 시변환 데이터(time-varying data)는 과학 시뮬레이션의 결과로 생성되는 데이터의 일종으로, 일반적인 스테디 데이터(steady data)와는 달리 시간에 따른 데이터의 변화를 담고 있다. 따라서 시변환 데이터를 가시화하는 것은 시간에 따른 데이터의 변화를 비교, 분석할 수 있는 방법을 제공해야 한다는 것을 의미한다. 일반적으로 시변환 데이터는 대용량 데이터에 해당되며, 따라서 대부분의 경우에는 일반 PC 환경에서 시변환 데이터에 대한 애니메이션을 수행하는 것이 불가능하다. 본 논문에서는 병렬 렌더링 시스템에서 대용량의 시변환 데이터에 대해 일련의 가시화 작업을 수행 함으로써 데이터의 시간에 따른 변화를 분석할 수 있게 해주는 병렬 애니메이션 프레임워크에 대해 소개한다. 본 논문에서 소개하는 애니메이션 프레임워크는 병렬 렌더링 시스템을 기반으로 시변환 데이터에 대한 애니메이션을 수행하며, 이를 위한 렌더링 동기화 프로세스를 제공한다. 이 환경은 향후 지원 분야, 지원 장비에 따라 다양한 형태로의 확장이 가능하며, 고해상도 디스플레이 환경에서 가상현실을 기반으로 사용자와 상호작용하는 것이 가능하다.

High-Resolution X-Ray Photoelectron Spectroscopy Study of a Sb2Te3 Thin Film with the Polycrystalline Phase (고해상도 엑스선 광전자 분광법을 이용한 다결정구조의 안티몬-테레니움 박막 연구)

  • Lee, Y.M.;Kim, K.;Shin, H.J.;Jung, M.C.;Qi, Y.
    • Journal of the Korean Vacuum Society
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    • v.21 no.6
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    • pp.348-353
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    • 2012
  • We investigated chemical states of a $Sb_2Te_3$ thin film with the polycrystalline phase by using high-resolution x-ray photoelectron spectroscopy with synchrotron radiation. The $Sb_2Te_3$ thin film was formed by sputtering. The rhombohedral phase was confirmed by x-ray diffraction. To remove the surface oxide, we performed $Ne^+$ ion sputtering for 1 hour with the beam energy of 1 kV and post-annealing at $100^{\circ}C$ for 5 min in ultra-high vacuum. We obtained the Te and Sb 4d core-levels spectra with the peaks at the binding energies of 40.4 and 33.0 eV, respectively. The full-width of half maximum of both the Te and Sb $4d_{5/2}$ core-levels is 0.9 eV. The Te and Sb core-levels only show a single chemical state, and we also confirmed the stoichiometry of approximately 2 : 3.

A study on the image formation system variable and performance analysis for optimum design of high resolution SAR (고해상도 SAR 최적 설계를 위한 영상형성 시스템 변수 및 성능분석에 관한 연구)

  • Kwak, Jun-Young;Jeong, Dae-Gwon
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.40 no.1
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    • pp.49-60
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    • 2012
  • Synthetic aperture radar (SAR) has been employed in various fields due to its capability to generate high resolution images regardless of weather and visibility. This paper presents a performance analysis on the image formation of high resolution SAR according to various slant range distance and synthetic aperture lengths using a range migration algorithm simulator. Although the visual performance on the SAR image is more accurate, a numeric analysis resulted in a comparable measurement. More specifically, raw data were generated for an ideal point target upon imaging geometries and design parameters such as slant range distance and synthetic aperture lengths. Finally, spatial resolution, peak to sidelobe ratio and integrated sidelobe ratio are drawn to provide SAR capabilities in the initial concept design, final in-flight calibration and validation stages.

A Study on the Edge Detection for Road Information based on the IKONOS (IKONOS 영상에서 도로정보추출을 위한 경계검출에 관한 연구)

  • Choi, Hyun
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.10 no.3
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    • pp.593-598
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    • 2006
  • High-resolution satellite imagery has many benefits, compared to aerial photo in the wide area as well as multi-spectral character. So, it can be used well for constructing GIS data when making digital map. This study analysed the possibilities that road information derived automatically from IKONOS can be used for making ITS system or updating digital map of the urban areas where change frequently and producing satellite image map. In this study, Sobel was applied for road edge dectection after low pass filtering. As the results, it's possible for low pass filtering and high pass filtering to be used as the basic data for ITS construction when extracting edge roads and constructs according to the characteristic of high-resolution satellite imagery.

Multiple Noise OFDM Waveforms for Wide Swath MIMO SAR (광역 MIMO SAR 영상 획득을 위한 다중 잡음 OFDM 파형 활용 연구)

  • Moon, Minjung;Song, Kyungmin;Lee, Wookyung;Ryu, Sang-Burm;Lee, Hyeon-Cheol;Lee, Sang-Gyu
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.29 no.6
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    • pp.464-472
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    • 2018
  • Future spaceborne satellite synthetic aperture radar(SAR) system is expected to acquire high-resolution images over wide swath areas. Conventional SAR systems suffer from ambiguity problems in both azimuth and range directions that lead to image quality degradation. Recently, multiple input multiple output(MIMO) SAR techniques having multiple orthogonal waveforms are proposed to overcome the conventional ambiguity problems in wide-swath imaging modes. In this paper, noisy orthogonal frequency division multiplex(OFDM) waveforms are developed to reduce the ambiguity problems and suppress the image quality degradation. SAR simulations are performed to evaluate the performance of the proposed technique for wide-swath SAR imaging.