• 제목/요약/키워드: satellite image processing system

검색결과 169건 처리시간 0.024초

Automated Geo-registration for Massive Satellite Image Processing

  • 허준;박완용;방수남
    • 한국공간정보시스템학회:학술대회논문집
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    • 한국공간정보시스템학회 2005년도 GIS/RS 공동 춘계학술대회
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    • pp.345-349
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    • 2005
  • Massive amount of satellite image processing such asglobal/continental-level analysis and monitoring requires automated and speedy georegistration. There could be two major automated approaches: (1) rigid mathematical modeling using sensor model and ephemeris data; (2) heuristic co-registration approach with respect to existing reference image. In case of ETM+, the accuracy of the first approach is known as RMSE 250m, which is far below requested accuracy level for most of satellite image processing. On the other hands, the second approach is to find identical points between new image and reference image and use heuristic regression model for registration. The latter shows better accuracy but has problems with expensive computation. To improve efficiency of the coregistration approach, the author proposed a pre-qualified matching algorithm which is composed of feature extraction with canny operator and area matching algorithm with correlation coefficient. Throughout the pre-qualification approach, the computation time was significantly improved and make the registration accuracy is improved. A prototype was implemented and tested with the proposed algorithm. The performance test of 14 TM/ETM+ images in the U.S. showed: (1) average RMSE error of the approach was 0.47 dependent upon terrain and features; (2) the number average matching points were over 15,000; (3) the time complexity was 12 min per image with 3.2GHz Intel Pentium 4 and 1G Ram.

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Definition and Generation of Level 0 Product for KOMPSAT-2

  • Shin, Ji-Hyeon;Kim, Moon-Gyu;Park, Sung-Og
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2002년도 Proceedings of International Symposium on Remote Sensing
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    • pp.810-814
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    • 2002
  • According to the image level definition for KOMPSAT-2 in KOMPSAT-2 Ground Station Specification, the level 0 is frame formatted, unprocessed data at full resolution; any and all communications artifacts (e.g., synchronization frames, communications headers) removed. The level 0 is used for two purposes: 1) exchange of imagery between image receiving & processing element (IRPE), and 2) image transfer from the Receiving & Archiving Subsystem to Search & Processing Subsystem. On-board processing of imagery data of KOMPSAT-2 includes JPEG-like compression and encryption besides conventional CCSDS packetization. The encryption is used to secure imagery data from any intervention during downlink and compression allows real-time downlink of image data reducing data rate produced from the camera. While developing ground receiving system for KOMPSAT-2, it was necessarily to define level 0 products. In this paper, we will suggest level 0 product definition for KOMPSAT-2 and explain reasons of the decisions made. The key factor used while defining the level 0 products is the efficiency of whole ground receiving system. The latter half of the paper will explain the implementation of software that generates level 0 products. The necessary steps to produce level 0 products will be explained, and the performance achieved will be presented.

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대용량 고해상 위성영상처리 시스템 개발 (Development of an Image Processing System for the Large Size High Resolution Satellite Images)

  • 김경옥;양영규;안충현
    • 대한원격탐사학회지
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    • 제14권4호
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    • pp.376-391
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    • 1998
  • 위성의 발달에 따라 고해상영상이 등장하게 되었고 지표상태 분석에 매우 유용하게 되었다. GeoWatch는 지능형 영상처리 시스템으로서, 고해상도 영상을 이용하여 디지타이징, 지리보정, 강조, 여러 가지 연산, 식생지수 분석, 등을 하여 지표면 분석 등을 할 수 있는 시스템이다. 도한 지능형 분석 방법등 여러 가지 기법을 이용하여 변화지역분석, 토지 분류, 도시정보추출 등을 수행한다. 이 시스템의 강점은 full scene 영상같은 대용량 영상을 다룰 경우 역동적인 알고리즘 저장 방식을 채택하였고, 자동메뉴 생성, 사용자 편의를 위한 비쥬얼 프로그래밍 환경 등을 제공한다. 이 시스템은 또한 위성영상 위에 벡터를 중첩하여 분석하거나 수정 작업을 할 수 있고, 3차원 비행 시뮬레이션도 가능하다. 이 시스템은 영상 처리 모듈 외에도 영상 변환 및 수정 유틸리티 기능을 많이 제공한다. 본 논문에서는 또한 지능형 영상 분석 방법 뿐만 아니라, 대용량처리나, 비쥬얼 프로그램을 위한 디자인 개념을 제공한다.

IMAGE DATA CHAIN ANALYSIS FOR SATELLITE CAMERA ELECTRONIC SYSTEM

  • Park, Jong-Euk;Kong, Jong-Pil;Heo, Haeng-Pal;Kim, Young-Sun;Chang, Young-Jun
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2006년도 Proceedings of ISRS 2006 PORSEC Volume II
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    • pp.791-793
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    • 2006
  • In the satellite camera, the incoming light source is converted to electronic analog signals by the electronic component for example CCD (Charge Coupled Device) detectors. The analog signals are amplified, biased and converted into digital signals (pixel data stream) in the video processor (A/Ds). The outputs of the A/Ds are digitally multiplexed and driven out using differential line drivers (two pairs of wires) for cross strap requirement. The MSC (Multi-Spectral Camera) in the KOMPSAT-2 which is a LEO spacecraft will be used to generate observation imagery data in two main channels. The MSC is to obtain data for high-resolution images by converting incoming light from the earth into digital stream of pixel data. The video data outputs are then MUXd, converted to 8 bit bytes, serialized and transmitted to the NUC (Non-Uniformity Correction) module by the Hotlink data transmitter. In this paper, the video data streams, the video data format, and the image data processing routine for satellite camera are described in terms of satellite camera control hardware. The advanced satellite with very high resolution requires faster and more complex image data chain than this algorithm. So, the effective change of the used image data chain and the fast video data transmission method are discussed in this paper

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KOMPSAT Data Processing System: An Overview and Preliminary Acceptance Test Results

  • Kim, Yong-Seung;Kim, Youn-Soo;Lim, Hyo-Suk;Lee, Dong-Han;Kang, Chi-Ho
    • 대한원격탐사학회지
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    • 제15권4호
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    • pp.357-365
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    • 1999
  • The optical sensors of Electro-Optical Camera (EOC) and Ocean Scanning Multi-spectral Imager (OSMI) aboard the KOrea Multi-Purpose SATellite (KOMPSAT) will be placed in a sun synchronous orbit in late 1999. The EOC and OSMI sensors are expected to produce the land mapping imagery of Korean territory and the ocean color imagery of world oceans, respectively. Utilization of the EOC and OSMI data would encompass the various fields of science and technology such as land mapping, land use and development, flood monitoring, biological oceanography, fishery, and environmental monitoring. Readiness of data support for user community is thus essential to the success of the KOMPSAT program. As a part of testing such readiness prior to the KOMPSAT launch, we have performed the preliminary acceptance test for the KOMPSAT data processing system using the simulated EOC and OSMI data sets. The purpose of this paper is to demonstrate the readiness of the KOMPSAT data processing system, and to help data users understand how the KOMPSAT EOC and OSMI data are processed, archived, and provided. Test results demonstrate that all requirements described in the data processing specification have been met, and that the image integrity is maintained for all products. It is however noted that since the product accuracy is limited by the simulated sensor data, any quantitative assessment of image products can not be made until actual KOMPSAT images will be acquired.

Development of Mobile 3D Terrain Viewer with Texture Mapping of Satellite Images

  • Kim, Seung-Yub;Lee, Ki-Won
    • 대한원격탐사학회지
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    • 제22권5호
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    • pp.351-356
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    • 2006
  • Based on current practical needs for geo-spatial information on mobile platform, the main theme of this study is a design and implementation of dynamic 3D terrain rendering system using spaceborne imagery, as a kind of texture image for photo-realistic 3D scene generation on mobile environment. Image processing and 3D graphic techniques and algorithms, such as TIN-based vertex generation with regular spacing elevation data for generating 3D terrain surface, image tiling and image-vertex texturing in order to resolve limited resource of mobile devices, were applied and implemented by using graphic pipeline of OpenGL|ES (Embedded System) API. Through this implementation and its tested results with actual data sets of DEM and satellite imagery, we demonstrated the realizable possibility and adaptation of complex typed and large sized 3D geo-spatial information in mobile devices. This prototype system can be used to mobile 3D applications with DEM and satellite imagery in near future.

웹 환경에서의 원격탐사기법을 이용한 대용량 영상자료 서비스 시스템개발 (Development of Very Large Image Data Service System with Web Image Processing Technology)

  • 이상익;신상희;최윤수;고준환
    • 한국측량학회:학술대회논문집
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    • 한국측량학회 2004년도 춘계학술발표회논문집
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    • pp.215-220
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    • 2004
  • Satellite and aerial images are very useful means to monitor ecological and environmental situation. Nowadays more and more officials at Ministry of Environment in Korea need to access and use these image data through networks like internet or intranet. However it is very hard to manage and service these image data through internet or intranet, because of its size problem. In this paper very large image data service system for Ministry of Environment is constructed on web environment using image compression and web based image processing technology. Through this system, not only can officials in Ministry of Environment access and use all the image data but also can achieve several image processing effects on web environment. Moreover officials can retrieve attribute information from vector GIS data that are also integrated with the system.

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Imaging Mode Design and Performance Characteristics of the X-band Small SAR Satellite System

  • Kwag, Young-Kil
    • 대한원격탐사학회지
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    • 제16권2호
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    • pp.157-175
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    • 2000
  • A synthetic aperture radar (SAR) system is able to provide all-weather, day-and- night superior imaging capability of the earth surface, and thus is extremely useful in surveillance for both civil and military applications. In this paper, the X-band high resolution spaceborne SAR system design is demonstrated with the key design performance for a given mission and system requirements characterized by the small satellite system. The SAR multi-mode imaging technique is presented with a critical parameter assessment, and the standard mode results are analyzed in terms of the image quality performances. In line with the system requirement X-band SAR payload and ground reception/processing subsystems are designed and the major design results are presented with the key performance characteristics. This small satellite SAR system shows the wide range of imaging capability with high resolution, and proves to be an effective surveillance systems in the light weight, high performance and cost-effective points of view.

단일 위성 영상 기반의 반자동 건물 모델링 시스템 (A Semi-Automatic Building Modeling System Using a Single Satellite Image)

  • 오선호;장경호;정순기
    • 정보처리학회논문지B
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    • 제16B권6호
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    • pp.451-462
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    • 2009
  • 최근 고해상도 위성 영상의 보급에 따라 이를 활용한 서비스가 증가하고 있다. 특히, $Google\;Earth^{TM}$$Virtual\;Earth^{TM}$와 같은 전 지구 차원 의 3차원 가시화 서비스나 최근 일부 도시에 대하여 제공되고 있는 3차원 GIS 서비스는 지형과 지물에 대한 사실적인 기하정보를 제공하고 있다. 이러한 서비스들은 도시 개발 계획의 수립, 도로망의 개선, 엔터테인먼트 사업, 군사 시뮬레이션, 재난 및 재해 관리 등의 다양한 분야에 활용이 가능하다. 이러한 활용을 위해서는 고해상도 위성 영상을 이용하여 지형 및 지물 정보를 효과적으로 추출하는 연구가 요구된다. 본 논문 에서는 단일 위성 영상으로부터 건물의 3차원 모델을 추출하기 위한 요구사항을 살펴본 뒤 이를 기반으로 효과적인 모델 추출을 위한 시스템 을 제안한다. 제안하는 시스템은 영상의 특징 정보와 건물, 위성, 태양의 기하 관계를 이용하여 최소한의 사용자 조작으로 건물의 3차원 모델을 추출한다. 마지막으로 실제 위성 영상으로부터 건물의 3차원 모델 추출을 수행하고 효과적으로 3차원 모델을 획득할 수 있음을 보인다.

다중위성 운영을 위한 통합 자료처리 시스템의 개념적 설계 (A Conceptual Design of Integrated Receiving end for Multi-Satellite Mission Data Processing)

  • 배희진;채태병;오승엽
    • 한국산업정보학회논문지
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    • 제15권2호
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    • pp.17-22
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    • 2010
  • 다목적실용위성 2호 (KOMPSAT-2)의 상용화로 인한 국내외 사용자의 요구사항에 부합하는 고품질 위성자료의 처리를 위한 수신과 제품을 생성하기 위한 처리시스템의 기술적인 진보와 해외 위성 직수신 시스템과 연계된 운용을 위해 체계화된 플랫폼의 구성이 요구되고 있다. 더불어 다목적실용위성 3호 및 5호 등 기 개발 중이거나 개발될 시스템의 유사기능의 중복개발 방지와 원활한 시스템 운영을 위해 통합 자료처리 시스템의 필요성이 절실한 때이다. 이에 본 논문에서는 이미 운용중인 다목적실용위성 2호의 자료처리 시스템을 기반으로 하여 향후 다목적실용위성 시리즈의 상용화를 고려해 통합자료처리 시스템의 개념적 설계를 수행해 보았다.