• Title/Summary/Keyword: Low-resolution image

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Detection of Settlement Areas from Object-Oriented Classification using Speckle Divergence of High-Resolution SAR Image (고해상도 SAR 위성영상의 스페클 divergence와 객체기반 영상분류를 이용한 주거지역 추출)

  • Song, Yeong Sun
    • Journal of Cadastre & Land InformatiX
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    • v.47 no.2
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    • pp.79-90
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    • 2017
  • Urban environment represent one of the most dynamic regions on earth. As in other countries, forests, green areas, agricultural lands are rapidly changing into residential or industrial areas in South Korea. Monitoring such rapid changes in land use requires rapid data acquisition, and satellite imagery can be an effective method to this demand. In general, SAR(Synthetic Aperture Radar) satellites acquire images with an active system, so the brightness of the image is determined by the surface roughness. Therefore, the water areas appears dark due to low reflection intensity, In the residential area where the artificial structures are distributed, the brightness value is higher than other areas due to the strong reflection intensity. If we use these characteristics of SAR images, settlement areas can be extracted efficiently. In this study, extraction of settlement areas was performed using TerraSAR-X of German high-resolution X-band SAR satellite and KOMPSAT-5 of South Korea, and object-oriented image classification method using the image segmentation technique is applied for extraction. In addition, to improve the accuracy of image segmentation, the speckle divergence was first calculated to adjust the reflection intensity of settlement areas. In order to evaluate the accuracy of the two satellite images, settlement areas are classified by applying a pixel-based K-means image classification method. As a result, in the case of TerraSAR-X, the accuracy of the object-oriented image classification technique was 88.5%, that of the pixel-based image classification was 75.9%, and that of KOMPSAT-5 was 87.3% and 74.4%, respectively.

Clinical Evaluation for System Performance of Image Intensifiers (상강화기의 임상평가)

  • Kim, Chang-Seon;Charles R. Wilson
    • Progress in Medical Physics
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    • v.9 no.3
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    • pp.143-154
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    • 1998
  • The image intensifier is the key component which determines the imaging characteristics in a fluoroscopic imaging system. A system performance program for clinical evaluation of two image intensifiers, that is simple, non-invasive and time effective, was described. Tests were grouped into three headings: x-ray generator, image quality, and collimation. For the x-ray generator, the kVp accuracy and the automatic exposure control operation were compared. Low- and high-contrast resolution measurements, and mesh pattern study belong to the image quality tests and those tests were performed for the video monitor and photospot images. For the collimation, usable field diameter and image distortion of image intensifiers were measured and quantified. The procedures and the results are hoped to be used for the clinical evaluation of system performance and/or acceptance tests for image intensifiers.

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Verification of Micro-vibration Isolation Performance by using Low Rotational Stiffness Isolator under Elevation Direction Operation of the X-band Antenna (저 회전강성 진동 절연기에 의한 X-밴드 안테나의 고각방향 미소진동 절연 효과 검증)

  • Jeon, Su-Hyeon;Lee, Jae-Gyeong;Jeong, Sae-Han-Sol;Lee, Myeong-Jae;Oh, Hyun-Ung
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.25 no.4
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    • pp.238-246
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    • 2015
  • A stepping motor is widely used to operate the elevation and azimuth stage of the X-band antenna with 2-axis gimbal system for effective image data transmission from a satellite to a ground station. However, such stepping motor also generates an undesirable micro-vibration which is one of the main disturbance sources affecting image quality of the high-resolution observation satellite. In order to improve the image quality, the micro-vibration isolation of the X-band antenna system is essential. In this study, the low rotational stiffness isolator has been proposed to reduce the micro-vibration disturbance induced by elevation direction operation of the X-band antenna. In addition, its structural safety was confirmed by the structure analysis based on the derived torque budget. The effectiveness of the design was also verified through the micro-vibration measurement test.

A Hybrid Approach for Automated Building Area Extraction from High-Resolution Satellite Imagery (고해상도 위성영상을 활용한 자동화된 건물 영역 추출 하이브리드 접근법)

  • An, Hyowon;Kim, Changjae;Lee, Hyosung;Kwon, Wonsuk
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.37 no.6
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    • pp.545-554
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    • 2019
  • This research aims to provide a building area extraction approach over the areas where data acquisition is impossible through field surveying, aerial photography and lidar scanning. Hence, high-resolution satellite images, which have high accessibility over the earth, are utilized for the automated building extraction in this study. 3D point clouds or DSM (Digital Surface Models), derived from the stereo image matching process, provides low quality of building area extraction due to their high level of noises and holes. In this regards, this research proposes a hybrid building area extraction approach which utilizes 3D point clouds (from image matching), and color and linear information (from imagery). First of all, ground and non-ground points are separated from 3D point clouds; then, the initial building hypothesis is extracted from the non-ground points. Secondly, color based building hypothesis is produced by considering the overlapping between the initial building hypothesis and the color segmentation result. Afterwards, line detection and space partitioning results are utilized to acquire the final building areas. The proposed approach shows 98.44% of correctness, 95.05% of completeness, and 1.05m of positional accuracy. Moreover, we see the possibility that the irregular shapes of building areas can be extracted through the proposed approach.

Development of High-definition PDP(Plasma Display Panel) Barrier Ribs Using Watersoluble UV-curing Resin (수용성 UV경화성 수지를 이용한 고품질 PDP용 격벽제작 기술 개발)

  • Nam, Su-Yong;Woo, Jin-Ho;Lee, Mi-Young;Lee, Gab-Hee;Kim, Goang-Young
    • Journal of the Korean Graphic Arts Communication Society
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    • v.21 no.2
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    • pp.67-74
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    • 2003
  • Barrier ribs for PDP(plasma display panel) are commonly utilized to have uniform height and width and to prevent opical crosstalk between adjacent cells. The requirements for such barrier ribs are uniform height and shape, low outgassing rate and low porosity, high aspect ratio, and fine resolution. In this study, we are studied about that to make efficiency of material and high quality barrier ribs for PDP. As a result, could got high barrier ribs of $140{\mu}m$ evenly in 1th phenomenon using watersoluble UV curing resin and know that flatness of upper part is also very good.

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Spectral Classification of Man-made Materials in Urban Area Using Hyperspectral Data

  • Kim S. H.;Kook M. J.;Lee K. S.
    • Proceedings of the KSRS Conference
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    • 2004.10a
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    • pp.10-13
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    • 2004
  • Hyperspectral data has a great advantage to classify various surface materials that are spectrally similar. In this study, we attempted to classify man-made materials in urban area using Hyperion data. Hyperion imagery of Seoul was initially processed to minimize radiometric distortions caused by sensor and atmosphere. Using color aerial photographs. we defined seven man-made surfaces (concrete, asphalt road. railroad, buildings, roof, soil, shadow) for the classification in Seoul. The hyperspectral data showed the potential to identify those manmade materials that were difficult to be classified by multispectral data. However. the classification of road and buildings was not quite satisfactory due to the relatively low spatial resolution of Hyperion image. Further, the low radiometric quality of Hyperion sensor was another limitation for the application in urban area.

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THE ANALYSIS OF THE INFLUENCE OF THE COMPRESSION ON THE LOW EARTH ORBIT SATELLITE PAYLOAD SYSTEM

  • Shin, Sang-Youn;Choi, Myung-Jin;Heo, Haeng-Pal;Yong, Sang-Soon
    • Proceedings of the KSRS Conference
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    • 2008.10a
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    • pp.232-235
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    • 2008
  • The mission of the EO(electro-optical) based low earth orbit satellite is provision of the high-resolution images required for GIS(Geographical Information Systems) establishment and the applications for environmental, agriculture and ocean monitoring. AEISS(Advanced Earth Imaging Sensor System) which is the main payload on the satellite consists of EOS(electro-optical subsystem) and PDTS(Payload Data Transmission Sub-system). IDHU(Image Data Handling Unit) which is one of the major unit in PDTS is capable of compression, storage, encryption and encoding. In this paper, the payload system of the EO based satellite is briefly introduced and the influence of the compression on AEISS is analyzed.

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A Study on the Interferometer Configuration for Improvement of Signal-to-Noise Ratio of Optical Coherence Tomography System (OCT 시스템의 SNR 향상을 위한 간섭계 개선에 관한 연구)

  • Yang, Sung-Kuk;Park, Yang-Ha;Chang, Won-Suk;Oh, Sang-Ki
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.18 no.5
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    • pp.126-131
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    • 2004
  • As a noninvasive imaging method, optical coherence tomography system has been extensively studied because it has some advantages such as imaging of high resolution, low cost, and compact size configuration. In order to improve the SNR of OCT system, two types of interferometers were configured and then, we compared simulation with measurement of reference sample. In the OCT system is configured with Michelson interferometer, the contrast of cross-sectional image is reduced with low SNR detection which is due to loss of feedback interference signal from light source part. Also, in order to image measured data with real time, image processing program is constructed. From results of simulation, it is confirmed that improved Michelson interferometer is improved about 10[dB] with a 50 : 50 fiber coupler. And from the measurement of reference sample, about 5[dB] is improved with a 50 : 50 fiber coupler. It is confirmed that the OCT system is configured with the improved Michelson interferometer which has a good distinctive cross-sectional image due to higher contrast.

Design of a Background Image Based Multi-Degree-of-Freedom Pointing Device (배경영상 기반 다자유도 포인팅 디바이스의 설계)

  • Jang, Suk-Yoon;Kho, Jae-Won
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.45 no.6
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    • pp.133-141
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    • 2008
  • As interactive multimedia have come into wide use, user interfaces such as remote controllers or classical computer mice have several limitations that cause inconvenience. We propose a vision-based pointing device to resolve this problem. We analyzed the moving image from the camera which is embedded in the pointing device and estimate the movement of the device. The pose of the cursor can be determined from this result. To process in the real time, we used the low resolution of $288{\times}208$ pixel camera and comer points of the screen were tracked using local optical flow method. The distance from screen and device was calculated from the size of screen in the image. The proposed device has simple configurations, low cost, easy use, and intuitive handhold operation like traditional mice. Moreover it shows reliable performance even in the dark condition.

Recognition of Car License Plate Using Geometric Information from Portable Device Image (휴대단말기 영상에서의 기하학적 정보를 이용한 차량 번호판 인식)

  • Yeom, Hee-Jung;Eun, Sung-Jong;WhangBo, Taeg-Keun
    • The Journal of the Korea Contents Association
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    • v.10 no.10
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    • pp.1-8
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    • 2010
  • Recently, the character image processing technology using portable device camera image at home and abroad are actively conducted, but Practical use are lower rate because of accuracy and time-consuming process problems. In this paper, we propose the license plate recognition method based on geometric information from portable device camera image. In the extracted license plate region we recognize characters using the chain code and the Thickness information through the cumulative projected edge after performing the pre-processing work considering the angle difference, the contrast enhancement and the low resolution from portable device camera image. The proposed algorithm is effective and accurate recognition by light and reducing the processing time. And, the results from the character recognition success rate was 95%. In the future, we will research about license plate recognition algorithm using long distance image or added motion blur image.