• Title/Summary/Keyword: Remote Evaluation

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Semantic Building Segmentation Using the Combination of Improved DeepResUNet and Convolutional Block Attention Module (개선된 DeepResUNet과 컨볼루션 블록 어텐션 모듈의 결합을 이용한 의미론적 건물 분할)

  • Ye, Chul-Soo;Ahn, Young-Man;Baek, Tae-Woong;Kim, Kyung-Tae
    • Korean Journal of Remote Sensing
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    • v.38 no.6_1
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    • pp.1091-1100
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    • 2022
  • As deep learning technology advances and various high-resolution remote sensing images are available, interest in using deep learning technology and remote sensing big data to detect buildings and change in urban areas is increasing significantly. In this paper, for semantic building segmentation of high-resolution remote sensing images, we propose a new building segmentation model, Convolutional Block Attention Module (CBAM)-DRUNet that uses the DeepResUNet model, which has excellent performance in building segmentation, as the basic structure, improves the residual learning unit and combines a CBAM with the basic structure. In the performance evaluation using WHU dataset and INRIA dataset, the proposed building segmentation model showed excellent performance in terms of F1 score, accuracy and recall compared to ResUNet and DeepResUNet including UNet.

Evaluation of GSICS Correction for COMS/MI Visible Channel Using S-NPP/VIIRS

  • Jin, Donghyun;Lee, Soobong;Lee, Seonyoung;Jung, Daeseong;Sim, Suyoung;Huh, Morang;Han, Kyung-soo
    • Korean Journal of Remote Sensing
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    • v.37 no.1
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    • pp.169-176
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    • 2021
  • The Global Space-based Inter-Calibration System (GSICS) is an international partnership sponsored by World Meteorological Organization (WMO) to continue and improve climate monitoring and to ensure consistent accuracy between observation data from meteorological satellites operating around the world. The objective for GSICS is to inter-calibration from pairs of satellites observations, which includes direct comparison of collocated Geostationary Earth Orbit (GEO)-Low Earth Orbit (LEO) observations. One of the GSICS inter-calibration methods, the Ray-matching technique, is a surrogate approach that uses matched, co-angled and co-located pixels to transfer the calibration from a well calibrated satellite sensor to another sensor. In Korea, the first GEO satellite, Communication Ocean and Meteorological Satellite (COMS), is used to participate in the GSICS program. The National Meteorological Satellite Center (NMSC), which operated COMS/MI, calculated the Radiative Transfer Model (RTM)-based GSICS coefficient coefficients. The L1P reproduced through GSICS correction coefficient showed lower RMSE and Bias than L1B without GSICS correction coefficient applied. The calculation cycles of the GSICS correction coefficients for COMS/MI visible channel are provided annual and diurnal (2, 5, 10, 14-day), but long-term evaluation according to these cycles was not performed. The purpose of this paper is to perform evaluation depending on the annual/diurnal cycles of COMS/MI GSICS correction coefficients based on the ray-matching technique using Suomi-NPP/Visible Infrared Imaging Radiometer Suite (VIIRS) data as reference data. As a result of evaluation, the diurnal cycle had a higher coincidence rate with the reference data than the annual cycle, and the 14-day diurnal cycle was the most suitable for use as the GSICS correction coefficient.

Remote Field Eddy Current Testing for Detection of Stress Corrosion Cracks in Gas Transmission Pipelines (가스 파이프라인 상의 압력 부식에 의한 흠집 검사를 위한 원격 와전류 탐상 기술)

  • Kim, Dae-Won
    • Journal of the Korean Magnetics Society
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    • v.16 no.6
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    • pp.305-308
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    • 2006
  • Magnetic flux leakage (MFL) pigs are traditionally used for the detection of gross corrosion on steel pipelines used for the transmission of natural gas. Alternative nondestructive evaluation (NDE) modalities are required for the detection of stress corrosion cracking (SCC) which tends to exist in colonies oriented axially along the length of the pipeline. This paper describes the use of multiphase rotating magnetic fields in the remote region of the probe as a possible SCC detection mechanism. Details of a prototype pig and test rig are given and the challenges associated with the finite element modeling of the device are discussed. Initial experimental results show that this novel NDE modality is sensitive to axially oriented tight cracks.

Development of Unmanned Remote Radiation Detection Module (무인 원격 방사선 검출 모듈 개발)

  • Chang, Bo-Seok
    • Journal of the Korean Society of Radiology
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    • v.15 no.6
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    • pp.795-801
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    • 2021
  • The designed drone-based unmanned remote radiation detection module was developed according to the needs of the nuclear power plant decommissioning workshop. Using the Geiger-Mueller tube sensitive to low-level radiation measurement, It was manufactured to measure the amount of radiation leaking into and out of the containment vessel. The drone-based radiation detection module weighs less than 200g, It can be operated inside and outside the containment vessel of a nuclear power plant. To check the performance of the designed equipment, a performance evaluation test was conducted with reference to the international standard (IEC-60864). The stability of the radiation detection module designed to meet the needs of the field the statistical rate of change by repeated measurements in the rate of change experiment to evaluate the measurement accuracy was ±4.6%. The accuracy ±7.3% in the linearity experiment to evaluate the dose rate dependence, the linear The figure satisfies the international performance evaluation standard of ±3.5%. The radiation detection module developed in this study is a customized equipment for a nuclear power plant dismantling workshop. It will be helpful for accurate measurement of space dose rate and safety management of radiation worksites in sites with a lot of radiation dust.

Image Fusion and Evaluation by using Mapping Satellite-1 Data

  • Huang, He;Hu, Yafei;Feng, Yi;Zhang, Meng;Song, DongSeob
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.31 no.6_2
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    • pp.593-599
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    • 2013
  • China's Mapping Satellite-1, developed by the China Aerospace Science and Technology Corporation (CASC), was launched in three years ago. The data from Mapping Satellite-1 are able to use for efficient surveying and geometric mapping application field. In this paper, we fuse the panchromatic and multispectral images of Changchun area, which are obtained from the Mapping Satellite-1, the one that is the Chinese first transmission-type three-dimensional mapping satellite. The four traditional image fusion methods, which are HPF, Mod.IHS, Panshar and wavelet transform, were used to approach for effectively fusing Mapping Satellite-1 remote sensing data. Subsequently we assess the results with some commonly used methods, which are known a subjective qualitative evaluation and quantitative statistical analysis approach. Consequently, we found that the wavelet transform remote sensing image fusion is the optimal in the degree of distortion, the ability of performance of details and image information availability among four methods. To further understand the optimal methods to fuse Mapping Satellite-1 images, an additional study is necessary.

Efficient Crossroad Wireless LAN Vehicular Communication Network for Remote Driving and Monitoring Autonomous Vehicle (무인자동차 원격운행 및 모니터링을 위한 효율적인 사거리 교차로 무선랜 자동차통신망)

  • Jo, Jun-Mo
    • The Journal of the Korea institute of electronic communication sciences
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    • v.9 no.3
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    • pp.387-392
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    • 2014
  • Now a days, there are various application functions to transmit from vehicles to the Internet and vice versa. And the communication can be operated through a roadside infrastructure including with possible use of routing protocols. Specifically, autonomous vehicles for remote driving and monitoring requires transmitting of high depth of multimedia such as video. Especially in a populated urban area, an efficient network is vital because of handling a great amount of the data. Therefore, in this paper, efficient network topology for a crossroad in urban area is suggested by performance evaluation of vehicular networks using a wireless LAN and a routing protocol. For the performance evaluation, various vehicular network topologies are designed and simulated in OPNet simulator.

Indoor 3D Modeling Using a Rotating Stereo Frame Camera System and Accuracy Evaluation (회전식 프레임 카메라 시스템을 이용한 실내 3차원 모델링 및 정확도 평가)

  • Kang, Jeongin;Lee, Impyeong
    • Korean Journal of Remote Sensing
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    • v.32 no.5
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    • pp.511-527
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    • 2016
  • We propose a rotating stereo frame camera system to acquire indoor images with a low cost. For experiments, we selected a test site and acquired images using the proposed system and control points using a total station. Using these data, we generated various indoor 3D models using commercial photogrammetric software, PhotoScan. We then performed qualitative and quantitative analysis of the generated indoor 3D models to investigate the possibility of the indoor modeling using the proposed system. From the results, it is confirmed that the generated indoor models using the proposed system can be applicable to the services not inquiring high accuracy.

Development of a Remote Cooperative Studying System for ICT Using Education (ICT 활용 교육을 위한 원격지 학급간 협동 학습 시스템)

  • Jeong, Young-Sik;Lee, Young-Hyun;Kim, Hong-Rae;Kim, Myeong-Ryeol
    • The Journal of Korean Association of Computer Education
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    • v.5 no.2
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    • pp.101-109
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    • 2002
  • A remote cooperative studying system based on the Internet consists of a matching system of connecting remote class room with the others, a community system of making practical cooperative study by student's various. compensation and interaction, and a report system of sharing studying results and evaluating of studying achievements for individuals, groups and class. Especially I divide a course of cooperative studying into six parts; pre-preparation stage, group organization stage, interaction stage, result consultation stage, evaluation stage and follow-up stage. Because this system supply various interaction and responsible activity of groups, teachers naturally have confidence of education using ICT and students have basic ICT and the community-sense

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Development of a Remote Operation System for a Quay Crane Simulator (안벽크레인 시뮬레이터 원격운전 시스템 개발)

  • Kang, Seongho;Lee, Sanggin;Choo, Young-Yeol
    • Journal of Institute of Control, Robotics and Systems
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    • v.21 no.4
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    • pp.385-390
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    • 2015
  • Quay cranes are considered core equipment for container terminal operation. However, unmanned operation systems have not as yet been announced due to the technological difficulties of implementation. In this paper, we developed a wireless controller to control a quay crane simulator remotely and conducted its performance test, a first step toward unmanned operation of quay cranes. The communication delay of a developed wireless controller was about 9.4ms on average while that of existing wired controllers was about 5.6ms. The same functions were implemented and tested on a smart phone where the average communication delay was 7.3ms. In addition, to apply the developed system into a real environment, we proposed a network architecture based on IEEE 802.11ac and carried out its performance evaluation. When the distance between two nodes was 50m apart, the throughputs of the TCP (Transmission Control Protocol) and UDP (User Datagram Protocol) were 57Mbps and 189Mbps, respectively. The communication delay of the control data was 9.1ms through the TCP channel. These results reveal the proper working of remote quay crane operation if we adopt the IEEE 802.11ac network.

A Study on the LED Button Guide to improve the IPTV's Usability (IPTV 사용성 향상을 위한 LED 버튼 가이드)

  • Kim, Sung-Hee;Kim, You-Min;Jung, Jae-Wook;Lee, Dong-Wook;Ryu, Won;Hahn, Min-Soo
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.933-937
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    • 2009
  • The IPTV which was commercialized and is being serviced to customers at present has a complicated GUI (Graphical User Interface) to provide two-way services and a remote control containing more than 40 buttons unlike the conventional TV. Accordingly, the remote control becomes one of the causes that make the usability of the IPTV worsen. In this paper, we suggest a LED button guide system as a solution to improve a usability of the IPTV, and analyze the effects of the interface obtained from the user evaluation on the user action.

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