• Title/Summary/Keyword: 열화상 기법

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A Study on the Conformal Array Beam Synthesis Technique for Integrated Mast Application (통합마스트 적용을 위한 컨포멀 어레이 빔 합성 기법에 관한 연구)

  • Kim, Youngwan;Ra, Young-eun;Lee, Jonghak;Park, Jongkuk
    • Journal of IKEEE
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    • v.24 no.2
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    • pp.626-631
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    • 2020
  • In this paper, a study on beam synthesis technique of conformal array was performed. It is applied to various radar systems that can perform beam steering without deterioration of performance due to beam steering in a general linear arrangement. Unlike the beam synthesis technique in the planar linear array, the conformal array has a radiation element located on a curved surface, so it is necessary to compensate for a difference in length from the radaation element to the wave front surface. In addition, by calculating the offset angle for each radiation element and applying it during actual synthesis, it was possible to predict an accurate beam pattern. In this paper, length compensation and offset angle were calculated and applied to beam pattern synthesis to perform beam pattern comparison, and performance was compared through mathematical analysis.

Performance Analysis of Hybrid CDMA Systems in Impulsive Noise and Nakagami Fading of Wireless Radio Communication (임펄스 잡음과 나카가미 페이딩이 공존하는 무선통신로에서 하이브리드 CDMA 시스템의 성능 해석)

  • 김지웅;강희조;이권현
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.4 no.5
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    • pp.1005-1015
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    • 2000
  • In this paper, the performance of Hybrid CDU MFSK system has been analyzed in the environment that narrowband Class-A impulsive noise include Gaussian noise in wireless communication channel and Nakagami fading. The performance of system improved to adopting both of technique MRC diversity and BCH channel coding. The results show that there is substantial degraded in Hybrid CDMA system performance by impulse index is stronger and the fading index is smaller. But also improvement can be obtained when BCH coding techniques are adopted. Additional MRC diversity techniques is more improvement than BCH coding techniques when degraded environment with the low fading index. But BCH coding techniques is more improvement than MRC diversity techniques when fading index has been increased. The Hybrid CDMA MFSK system is incomplete to voice communication standard BER$(10^{-3})$ in Rayleigh fading by independent each adopting techniques BCH coding and MRC diversity. But it's satisfy(improvement can be obtained) to voice communication standard BER in strong impulse noise(24dB over) by adopting techniques BCH coding and MRC diversity at a time. Additional it's a substantial enhancement $(10^{-3})$satisfaction) in fading index (m=3, 22dB) in addition to strong impulse noise and 24dB over with data service standard $(10^{-5})$ BER satisfaction. This result show that there is error performance improved by diversity branch and coding advantage.

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Study on the Multi-measuring Method for Evaluation of Internal Leak of Power Plant Valve (발전용 밸브누설 평가를 위한 다중계측 연구)

  • Lee, S.G.;Park, S.K.;Park, J.H.;Kim, K.H.;Kim, Y.B.
    • Journal of Power System Engineering
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    • v.11 no.3
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    • pp.35-40
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    • 2007
  • Leak would happen because of the damage of high temperature and high-pressure valve in nuclear power plant. condition based prevention maintenance is essential by using the suitable method based on local condition. Energy loss prevention can prevent from an accurate test, Local actually and ability. The methods of test for high energy fluid leak at present are analysis of ${\Delta}T$, AE(Acoustic Emission) analysis, and thermal image. The result for test of secondary system in nuclear power plant Unit reveals that the AE occurred clearly in leakage situation, but thermal image didn't occur. It is identified that leak is occurred when the orifice located front and back of valve operates. It shows that making a impatient judgment by using the single method if it is leakage is containing uncertainty. So we think that using the Multi-Measuring method is more sound judgment than single-measuring method.

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A Study on Image Noise Reduction Technique for Low Light Level Environment (저조도 환경의 영상 잡음제거 기술에 관한 연구)

  • Lee, Ho-Cheol;Namgung, Jae-Chan;Lee, Seong-Won
    • Journal of the Korean Society for Railway
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    • v.13 no.3
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    • pp.283-289
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    • 2010
  • Recent advance of digital camera results in that image signal processing techniques are widely adopted to railroad security management. However, due to the nature of railroad management many images are acquired in low light level environment such as night scenes. The lack of light causes lots of noise in the image, which degrades image quality and causes errors in the next processes. 3D noise reducing techniques produce better results by using consecutive sequence of images. On the other hand, they cause degradation such as motion blur if there are motions in the sequence. In this paper, we use an adaptive weight filter to estimate more accurate motions and use the result of the adaptive filter to 3D result to improve objective and subjective mage quality.

Development of Integrated Broadcasting Signal Monitoring System (다매체 방송신호 모니터링 시스템 개발)

  • Suh, Young-Woo;Yim, Zungkon;Park, Sung-Choo
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2015.11a
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    • pp.39-40
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    • 2015
  • 방송망의 효율적인 관리 및 운영을 위해 다양한 측정 및 모니터링 방법이 제안되고 있다. 특히 디지털 방송신호의 특징상 송신 장비의 열화가 진행되더라도 수신 장비의 채널 복호 및 오류정정, 다양한 형태의 페이딩(fading) 간섭으로 인해 이를 정확히 파악하기 어렵다. 또한 운영 인력의 축소, 관리 대상 매체의 증가 등 방송사의 인력관리의 문제등도 감안할 때, 다양한 매체의 종합적인 품질 관리를 위해서는 집약적이고 시간 지속적인 측정방법의 도입이 필요하다. 본 논문은 이러한 다매체 다채널 방송 환경에서 효율적인 측정 및 모니터링을 위해 집적화된 형태의 방송 모니터링 시스템의 구현 방법을 제안한다. 제안하는 시스템은 다양한 매체의 튜너를 하나의 제어기에 연결하고 이를 스케줄링 기법에 의해 순차적으로 측정한 후 방송 품질의 핵심 파라미터 측정결과를 네트워크를 통해 원격 서버로 전송한다. 이를 통해 단기 및 장기모니터링을 실시할 수 있으며, 일간, 월간, 연간 신호의 변화를 종합적으로 측정 및 모니터링 할 수 있어 시간 및 계절에 따른 신호 품질의 변화 및 순간적인 방송 신호의 변화 등을 감지할 수 있는 새로운 형태의 방송 품질 모니터링 시스템이다.

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Implementation of Photovoltaic Panel failure detection system using semantic segmentation (시멘틱세그멘테이션을 활용한 태양광 패널 고장 감지 시스템 구현)

  • Shin, Kwang-Seong;Shin, Seong-Yoon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.12
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    • pp.1777-1783
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    • 2021
  • The use of drones is gradually increasing for the efficient maintenance of large-scale renewable energy power generation complexes. For a long time, photovoltaic panels have been photographed with drones to manage panel loss and contamination. Various approaches using artificial intelligence are being tried for efficient maintenance of large-scale photovoltaic complexes. Recently, semantic segmentation-based application techniques have been developed to solve the image classification problem. In this paper, we propose a classification model using semantic segmentation to determine the presence or absence of failures such as arcs, disconnections, and cracks in solar panel images obtained using a drone equipped with a thermal imaging camera. In addition, an efficient classification model was implemented by tuning several factors such as data size and type and loss function customization in U-Net, which shows robust classification performance even with a small dataset.

Subjective Video Quality Evaluation of H.265/HEVC Encoded Low Resolution Videos for Ultra-Low Band Transmission System (초협대역 전송 시스템상에서 H.265/HEVC 부호화 저해상도 비디오에 대한 주관적 화질 평가)

  • Uddina, A.F.M. Shahab;Monira, Mst. Sirazam;Chung, TaeChoong;Kim, Donghyun;Choi, Jeung Won;Jun, Ki Nam;Bae, Sung-Ho
    • Journal of Broadcast Engineering
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    • v.24 no.6
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    • pp.1085-1095
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    • 2019
  • In this paper, we perform a subjective quality assessment on low-resolution surveillance videos, which are encoded with a very low target bit-rate to use in an ultra-low band transmission system and investigate the encoding effects on the perceived video quality. The test videos are collected based on their spatial and temporal characteristics which affect the perceived quality. H.265/HEVC encoder is used to prepare the impaired sequences for three target bit-rates 20, 45, and 65 kbps and subjective quality assessment is conducted to evaluate the quality from a viewing distance of 3H. The experimental results show that the quality of encoded videos, even at target bit-rate of 45 kbps can satisfy the users. Also we compare objective image/video quality assessment methods on the proposed dataset to measure their correlation with subjective scores. The experimental results show that the existing methods poorly performed, that indicates the need for a better quality assessment method.

Interpretation of Making Techniques through Surface Characteristic Analysis and Non-destructive Diagnosis for the Gilt-bronze Seated Buddha in Dangjin Sinamsa Temple, Korea (당진 신암사 금동여래좌상의 표면특성 분석과 비파괴 정밀진단을 통한 제작기술 해석)

  • CHOI Ilkyu ;YANG Hyeri ;HAN Duru;LEE Chan Hee
    • Korean Journal of Heritage: History & Science
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    • v.56 no.1
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    • pp.100-116
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    • 2023
  • The Sinamsa Temple was built in the late Goryeo Dynasty and a gilt-bronze seated Buddha is enshrined in Geungnakjeon hall in the precinct. Various damages occurred in the gilt layer of the Buddha, such as peeling of the gilt layer and deteriorating gloss. In the study, the conservation conditions of the inside and outside on the statue were accurately investigated, and the making technique was interpreted through the material characteristics and non-destructive diagnosis of the statue. As a result, it is estimated that gold-gilding layer is pure gold, coloration pigment of black is carbon, green is malachite, atacamite and verdigris, red is red lead and cinnabar, respectively. In the deterioration evaluation, peeling, cracking, break out and exfoliation of the gilt layer are confirmed as damages, but the conservation condition is relatively wholesome. However, the gloss of the gilt layer is calculated to be wider in the poorer part than the maintenance part. The ultrasonic velocity of the statue was calculated to be 1,230 to 3,987 (mean 2,608) m/s and showed a relatively wide range. In infrared thermography, peeling was not confirmed, and no special bonding marks were found. In endoscope, some biological damage and corrosion were observed on the surface of the internal metal, and sealed artifacts were identified. Manufacturing technique based on the study, it is considered that the gilt-bronze seated Buddha was cast at once, and the mold was inverted to inject molten metal.

Assessment of Applicability of CNN Algorithm for Interpretation of Thermal Images Acquired in Superficial Defect Inspection Zones (포장층 이상구간에서 획득한 열화상 이미지 해석을 위한 CNN 알고리즘의 적용성 평가)

  • Jang, Byeong-Su;Kim, YoungSeok;Kim, Sewon ;Choi, Hyun-Jun;Yoon, Hyung-Koo
    • Journal of the Korean Geotechnical Society
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    • v.39 no.10
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    • pp.41-48
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    • 2023
  • The presence of abnormalities in the subgrade of roads poses safety risks to users and results in significant maintenance costs. In this study, we aimed to experimentally evaluate the temperature distributions in abnormal areas of subgrade materials using infrared cameras and analyze the data with machine learning techniques. The experimental site was configured as a cubic shape measuring 50 cm in width, length, and depth, with abnormal areas designated for water and air. Concrete blocks covered the upper part of the site to simulate the pavement layer. Temperature distribution was monitored over 23 h, from 4 PM to 3 PM the following day, resulting in image data and numerical temperature values extracted from the middle of the abnormal area. The temperature difference between the maximum and minimum values measured 34.8℃ for water, 34.2℃ for air, and 28.6℃ for the original subgrade. To classify conditions in the measured images, we employed the image analysis method of a convolutional neural network (CNN), utilizing ResNet-101 and SqueezeNet networks. The classification accuracies of ResNet-101 for water, air, and the original subgrade were 70%, 50%, and 80%, respectively. SqueezeNet achieved classification accuracies of 60% for water, 30% for air, and 70% for the original subgrade. This study highlights the effectiveness of CNN algorithms in analyzing subgrade properties and predicting subsurface conditions.

Effect of Interference Mitigation Technique and Performance Analysis for Small Cell in Homogeneous Networks (동종네트워크 상에서 셀 소형화 간섭 완화 기법 및 성능 분석)

  • Jang, Ye-Ok;Cho, Eun-Hyung;Hong, Een-Kee
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39C no.10
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    • pp.937-945
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    • 2014
  • As various services requiring high data rate are supported by introducing LTE/LTE-adv., mobile traffic increases rapidly. To cope with the continuous growth of traffic demand, small cell technology is considered as one of the most promising one. Small cell can increase system capacity by increasing the number of base stations with reduced cell radius. In this paper, we analyze the effect of cell densification with small cells in terms of SINR and average UE throughput considering cell split and the number of UE per unit area. As the cell becomes smaller, SINR degradation arises from high ICI(Inter Cell Interference) and we evaluate the effect of interference mitigation scheme in small cell environment where the proper interference mitigation technique is applied.