• Title/Summary/Keyword: 데이터 정합성

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Analysis of Water Level Change using D-InSAR Technique (D-InSAR 기법을 활용한 하천 수위 변화 분석)

  • Young Jun Bang;MinJi Seo;Hyock Jin Lim;Chi Young Kim
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.409-409
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    • 2023
  • 하천 수위는 합리적인 수자원의 이용 및 관리를 위해 반드시 필요한 수문 자료이다. 우리나라에서는 수위 측정을 위해 유역 내에 관측소를 설치하여 장비 또는 인력을 통해 수위를 측정하고 있다. 하지만, 많은 관측소를 운영하고 관리하기에는 예산과 인력이 소모되는 한계가 있다. 위성 영상을 통한 시계열 분석은 전지구적 모니터링과 관측 분야에 중요한 역할을 수행할 것으로 기대되고 있으며, 특히 위성 영상자료를 활용한 수자원 분야 연구가 활발히 진행되고 있다. 위성 영상을 활용하여 수면적을 감지하고 수위와 유량을 판별하는 많은 연구가 진행되었지만, 하천 하상의 경사와 단면 형태에 따라 수면적이 변하여 정량적인 수위 추정에는 한계가 존재한다. 본 연구에서는 Sentinel-1의 SAR 영상과 InSAR 기법을 통해 낙동강 유역의 홍수 전후의 하천 수위 변화를 분석하였다. Sentinel-1 IW 모드의 Single Look Complex(SLC) 영상 12장과 ESA 영상 처리 툴인 SNAP을 활용하여 VV(Vertical-Vertical) 데이터의 간섭을 통해 센티미터(cm) 단위지표 변화에 따른 수위 변위를 분석하였다. 위성 영상을 통해 추출한 수위 변위와 계측 수위 및 단면 자료의 정합성을 비교한 결과, 제방과 수체 경계면 식생과 하상 세굴로 인한 오차로 정량적이 수위의 정합성에는 한계가 존재하였지만, 수위의 정량적인 변동성을 확인할 수 있었으며, 수위 변화의 반응속도를 판별할 수 있었다.

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Adaptive matched filter based impulse noise cancellation method for PLC (적응형 정합필터링을 통한 전력선통신에서의 임펄스 잡음 제거기법에 관한 연구)

  • Son, J.H.;Shin, M.C.;Park, Y.;Kwon, Sam-Young;Park, Hyun-June;Cha, J.S.
    • Proceedings of the KIEE Conference
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    • 2005.07a
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    • pp.75-77
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    • 2005
  • 전력선통신 시스템은 일반적인 통신시스템과는 달리 전력선에 연계된 다양한 부하기기들의 동작 및 변동에 따른 잡음이 발생한다. 특히 부하의 기동, 정지 시 발생하는 임펄스 잡음은 통신성능 저하의 주된 요인임으로 통신성능 향상과 신뢰성 높은 데이터 전송을 위하여 임펄스 잡음 제거와 임펄스 잡음 영향을 감쇠하기 위한 방안이 절실히 요구되고 있다. 따라서, 본 논문에서는 전력선 통신시스템에서 전송된 데이터를 오류 없이 복원해 내기 위하여 적응형 정합필터링 기법을 제안하고, 수신 측에서 임펄스잡음에 따른 최적의 탭 계수를 선택해 효과적으로 임펄스잡음을 제거하는 기법을 확립하였다. 또한, 제시한 알고리즘에 다양한 임펄스 잡음의 모델을 반영하여 비트오율에 대한 모의실험을 행하고 결과를 도출함으로써 제안 방식의 유용성과 신뢰성을 확인하였다.

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DigiPass IRD Fabrication and Verification of CAF (DigiPass IRD의 제한수신기능 설계 및 구현에 관한 연구)

  • Han, Yong-Woon;Chung, Duck-Jin
    • Proceedings of the KIEE Conference
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    • 1998.11b
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    • pp.579-581
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    • 1998
  • 본 연구에서는 $11.7GHz{\sim}12.2GHz$ 주파수 대역의 무궁화 위성방송 송 수신기 정합표준 2.0과 디지털 위성방송 제한수신 정합 잠정표준을 만족하는 무궁화 위성방송 수신시스템 분야에 대한 연구를 수행하였다. 상위 표준에 의거하여 제한 수신모듈을 탑재한 디지털 위성방송 수신장치 개발에 따른 타당성과 신뢰성을 검증하고자 Subscribed and Per-Per-View 채널 디스크램블링 및 가입자 관리(Subscriber Management)에 필요한 데이터 ECM, EMM, RCM 등의 데이터 축출과 처리과정을 모델링하고 모의 실험 수신기(IRD : Integrated Receiver and Decoder)를 제작하여 한국 전자통신연구원에서 작성한 "제한 수신 시스템 신뢰성 검증시험절차서"에 따라 동작반응을 시험하였다.

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A Fast Half Pixel Motion Estimation Method based on the Correlations between Integer pixel MVs and Half pixel MVs (정 화소 움직임 벡터와 반 화소 움직임 벡터의 상관성을 이용한 빠른 반 화소 움직임 추정 기법)

  • Yoon HyoSun;Lee GueeSang
    • The KIPS Transactions:PartB
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    • v.12B no.2 s.98
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    • pp.131-136
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    • 2005
  • Motion Estimation (ME) has been developed to remove redundant data contained in a sequence of image. And ME is an important part of video encoding systems, since it can significantly affect the qualify of an encoded sequences. Generally, ME consists of two stages, the integer pixel motion estimation and the half pixel motion estimation. Many methods have been developed to reduce the computational complexity at the integer pixel motion estimation. However, the studies are needed at the half pixel motion estimation to reduce the complexity. In this paper, a method based on the correlations between integer pixel motion vectors and half pixel motion vectors is proposed for the half pixel motion estimation. The proposed method has less computational complexity than the full half pixel search method (FHSM) that needs the bilinear interpolation of half pixels and examines nine half pixel points to the find the half pixel motion vector. Experimental results show that the speedup improvement of the proposed method over FHSM can be up to $2.5\~80$ times faster and the image quality degradation is about to $0.07\~0.69(dB)$.

A Study on Insider Threat Dataset Sharing Using Blockchain (블록체인을 활용한 내부자 유출위협 데이터 공유 연구)

  • Wonseok Yoon;Hangbae Chang
    • Journal of Platform Technology
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    • v.11 no.2
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    • pp.15-25
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    • 2023
  • This study analyzes the limitations of the insider threat datasets used for insider threat detection research and compares and analyzes the solution-based insider threat data with public insider threat data using a security solution to overcome this. Through this, we design a data format suitable for insider threat detection and implement a system that can safely share insider threat information between different institutions and companies using blockchain technology. Currently, there is no dataset collected based on actual events in the insider threat dataset that is revealed to researchers. Public datasets are virtual synthetic data randomly created for research, and when used as a learning model, there are many limitations in the real environment. In this study, to improve these limitations, a private blockchain was designed to secure information sharing between institutions of different affiliations, and a method was derived to increase reliability and maintain information integrity and consistency through agreement and verification among participants. The proposed method is expected to collect data through an outflow threat collector and collect quality data sets that posed a threat, not synthetic data, through a blockchain-based sharing system, to solve the current outflow threat dataset problem and contribute to the insider threat detection model in the future.

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Automatic generation of reliable DEM using DTED level 2 data from high resolution satellite images (고해상도 위성영상과 기존 수치표고모델을 이용하여 신뢰성이 향상된 수치표고모델의 자동 생성)

  • Lee, Tae-Yoon;Jung, Jae-Hoon;Kim, Tae-Jung
    • Spatial Information Research
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    • v.16 no.2
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    • pp.193-206
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    • 2008
  • If stereo images is used for Digital Elevation Model (DEM) generation, a DEM is generally made by matching left image against right image from stereo images. In stereo matching, tie-points are used as initial match candidate points. The number and distribution of tie-points influence the matching result. DEM made from matching result has errors such as holes, peaks, etc. These errors are usually interpolated by neighbored pixel values. In this paper, we propose the DEM generation method combined with automatic tie-points extraction using existing DEM, image pyramid, and interpolating new DEM using existing DEM for more reliable DEM. For test, we used IKONOS, QuickBird, SPOT5 stereo images and a DTED level 2 data. The test results show that the proposed method automatically makes reliable DEMs. For DEM validation, we compared heights of DEM by proposed method with height of existing DTED level 2 data. In comparison result, RMSE was under than 15 m.

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ROI Based Real Time Image Stitching Using the Directionality of the Image (영상의 방향성을 이용한 ROI 기반 실시간 파노라마 영상 정합)

  • Nam, Ki-Hun;Choi, Se-Jin
    • Journal of IKEEE
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    • v.20 no.4
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    • pp.420-423
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    • 2016
  • In this paper, we proposed an implementation of panoramic image stitching that operates in real time at the embedded environment by applying ROI based PROSAC algorithm using the directionality of the image. The conventional panoramic image stitching applies SURF or SIFT algorithm which contains unnecessary computation and a lots of data to detect feature points. In this paper, we use the direction of the input image and we proposed the method of reducing the unnecessary computation by using ROI. We use a gyro sensor and an acceleration sensor. Output data from gyro and acceleration sensors can be calibrated by complementary filter. The calibration does not affect the operating time of the proposed image stitching algorithm in embedded environment. Therefore, it is possible to operate in real-time.

Data Conversion Automation Tool based on Repository and Processes (레파지토리 및 프로세스 기반의 데이터 전환 자동화 도구)

  • Heo, Min Seok;Kim, Dong Soo;Kim, Hee Wan
    • Journal of Service Research and Studies
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    • v.10 no.2
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    • pp.17-29
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    • 2020
  • This study was performed to derive a modern service management model reflecting the philosophy of the new business administration. Service management as the modern business administration should be faithful to the spirit of modernity. In addition, service management must be faithful to the essence of service in service economy era. And since modern management is to manage organizations those are the central organizations of human society, it must be managed according to the common principles of the world. Management that satisfies these three management philosophy conditions is defined as modern service management. In this study, we analyzed that the existing service management framework does not meet these standards of modern management and derived an improved modern service management model. The modern service management model must be a management model that reflects the essence of intangible goods called service, it must be a management framework that reflects the modern spirit, and it must be a management model that reflects the common principles of the world required by the central organization of the modern economic society. Therefore, this study analyzed the modern spirit in addition to the service essence and the common principle of the world analyzed in the previous study, and presented a modern service management model with these three requirements. Also, examples of modern service management were presented. This study is a conceptual model, and analytical research is needed to demonstrate that this management model can consistently produce excellent management performance by strengthening empirical studies in the future.

Improving the Accuracy of Image Matching using Various Outlier Removal Algorithms (다양한 오정합 제거 알고리즘을 이용한 영상정합의 정확도 향상)

  • Lee, Yong-Il;Kim, Jun-Chul;Lee, Young-Ran;Shin, Sung-Woong
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.27 no.1
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    • pp.667-675
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    • 2009
  • Image matching is widely applied in image application areas, such as remote sensing and GIS. In general, the initial set of matching points always includes outlier which affect the accuracy of image matching. The purpose of this paper is to develop a robust approach for outlier detection and removal in order to keep accuracy in image matching applications. In this paper we use three automatic outlier detection techniques of backward matching and affine transformation, and RANSAC(RANdom SAmple Consensus) algorithm. Moreover, we calculate overlapping apply and steps block-based processing for fast and efficient image matching in pre-processing steps. The suggested approach in this paper has been applied to real frame image pairs and the results have been analyzed in terms of the robustness and the efficiency.

Rapid Rigid Registration Method Between Intra-Operative 2D XA and Pre-operative 3D CTA Images (수술 중 촬영된 2D XA 영상과 수술 전 촬영된 3D CTA 영상의 고속 강체 정합 기법)

  • Park, Taeyong;Shin, Yongbin;Lim, Sunhye;Lee, Jeongjin
    • Journal of Korea Multimedia Society
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    • v.16 no.12
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    • pp.1454-1464
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    • 2013
  • In this paper, we propose a rapid rigid registration method for the fusion visualization of intra-operative 2D XA and pre-operative 3D CTA images. In this paper, we propose a global movement estimation based on a trilateration for the fast and robust initial registration. In addition, the principal axis of each image is generated and aligned, and the bounding box of the vascular shape is compared for more accurate initial registration. For the fine registration, two images are registered where the distance between two vascular structures is minimized by selective distance measure. In the experiment, we evaluate a speed, accuracy and robustness using five patients' data by comparing the previous registration method. Our proposed method shows that two volumes can be registered at optimal location rapidly, and robustly comparing with the previous method.