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Image Processing System based on Deep Learning for Safety of Heat Treatment Equipment (열처리 장비의 Safety를 위한 딥러닝 기반 영상처리 시스템)

  • Lee, Jeong-Hoon;Lee, Ro-Woon;Hong, Seung-Taek;Kim, Young-Gon
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.20 no.6
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    • pp.77-83
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    • 2020
  • The heat treatment facility is in a situation where the scope of application of the remote IOT system is expanding due to the harsh environment caused by high heat and long working hours among the root industries. In this heat treatment process environment, the IOT middleware is required to play a pivotal role in interpreting, managing and controlling data information of IoT devices (sensors, etc.). Until now, the system controlled by the heat treatment remotely was operated with the command of the operator's batch system without overall monitoring of the site situation. However, for the safety and precise control of the heat treatment facility, it is necessary to control various sensors and recognize the surrounding work environment. As a solution to this, the heat treatment safety support system presented in this paper proposes a support system that can detect the access of the work manpower to the heat treatment furnace through thermal image detection and operate safely when ordering work from a remote location. In addition, an OPEN CV-based deterioration analysis system using DNN deep learning network was constructed for faster and more accurate recognition than general fixed hot spot monitoring-based thermal image analysis. Through this, we would like to propose a system that can be used universally in the heat treatment environment and support the safety management specialized in the heat treatment industry.

Detection of Tracheal Sounds using PVDF Film and Algorithm Establishment for Sleep Apnea Determination (PVDF 필름을 이용한 기관음 검출 및 수면무호흡 판정 알고리즘 수립)

  • Jae-Joong Im;Xiong Li;Soo-Min Chae
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.23 no.2
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    • pp.119-129
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    • 2023
  • Sleep apnea causes various secondary disease such as hypertension, stroke, myocardial infarction, depression and cognitive impairment. Early detection and continuous management of sleep apnea are urgently needed since it causes cardio-cerebrovascular diseases. In this study, wearable device for monitoring respiration during sleep using PVDF film was developed to detect vibration through trachea caused by breathing, which determines normal breathing and sleep apnea. Variables such as respiration rate and apnea were extracted based on the detected breathing sound data, and a noise reduction algorithm was established to minimize the effect even when there is a noise signal. In addition, it was confirmed that irregular breathing patterns can be analyzed by establishing a moving threshold algorithm. The results show that the accuracy of the respiratory rate from the developed device was 98.7% comparing with the polysomnogrphy result. Accuracy of detection for sleep apnea event was 92.6% and that of the sleep apnea duration was 94.0%. The results of this study will be of great help to the management of sleep disorders and confirmation of treatment by commercialization of wearable devices that can monitor sleep information easily and accurately at home during daily life and confirm the progress of treatment.

Development Plan of Guard Service According to the LBS Introduction (경호경비 발전전략에 따른 위치기반서비스(LBS) 도입)

  • Kim, Chang-Ho;Chang, Ye-Chin
    • Korean Security Journal
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    • no.13
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    • pp.145-168
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    • 2007
  • Like to change to the information-oriented society, the guard service needs to be changed. The communication and hardware technology develop rapidly and according to the internet environment change from cable to wireless, modern person can approach every kinds of information service using wireless communication machinery which can be moved such as laptop, computer, PDA, mobile phone and so on, LBS field which presents the needing information and service at anytime, anywhere, and which kinds of device expands it's territory all the more together with the appearance of ubiquitous concept. LBS use the chip in the mobile phone and make to confirm the position of the joining member anytime within several tens centimeters to hundreds meters. LBS can be divided by the service method which use mobile communication base station and apply satellite. Also each service type can be divided by location chase service, public safe service, location based information service and so on, and it is the part which will plan with guard service development. It will be prospected 8.460 hundred million in 2005 years and 16.561 hundred million in 2007 years scale of market. Like this situation, it can be guessed that the guard service has to change rapidly according to the LBS application. Study method chooses documentary review basically, and at first theory method mainly uses the second documentary examination which depends on learned journal and independent volume which published in the inside and the outside of the country, internet searching, other kinds of all study report, statute book, thesis which published at public order research institute of the Regional Police Headquarter, police operation data, data which related with statute, documents and statistical data which depend on private guard company and so on. So the purpose of the study gropes in accordance with the LBS application, and present the problems and improvement method to analyze indirect of manager side of operate guard adaptation service of LBS, government side which has to activate LBS, systematical, operation management, manpower management and education training which related with guard course side which has to study and educate in accordance with application of the new guard service, as well as intents to excellent quality service of guard.

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A Study on File Transfer Methods on IEEE-1394 Serial Bus (IEEE-1394 버스에서의 파일 전송 기법에 연구)

  • 편기현;강성일;이흥규
    • Proceedings of the Korean Information Science Society Conference
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    • 1998.10a
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    • pp.261-263
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    • 1998
  • IEEE-1394 버스(이하 13394 버스)는 가정용 가전기기와 컴퓨터를 서로연결 할 수 있는 버스로 100Mbps, 200Mbps, 400Mbps의 광대역폭을 제공하고 데이터를 전달하는 방법으로 비동기 (asynchromous)전송뿐만 아니라 등시성(isochronous)전송도 제공한다. 비동기 전송은 시간의 제약이 없고 정확한 전달이 필요한 데이터에 적합한 반면 등시성 전송은 실시간을 요구하고정확한 전잘이 필요없는 데이터에 적합한 특성을 가진다. 1394 버스는 멀티미디어 데이터를 생성하고 편집하는 장치들을 서로 연결시키고 기존의 LAN이 갖는 대역폭의 부족과 프로토콜살의 실시간 전송 방법의 부재 때문에 진정한 의미의 실시간 구현이 어려웠던 화상 전화기, 화상회의 시스템, 비디오편집 시스템을 가능하게 한다. 이러한 멀티미디어 응용 시스템은1)대용향의 멀티미디어 파일 전송을 필요로 하고 화상전화기 혹은 화상회의 시스템은 2) 고속의 파일 전송을 요구하게 된다. 또 두사람이 화상 전화기를 통해 통신을 하면서 여러 가지 문서를 교환하는 경우 최대한 빠르게 파일 전송이 완료될 필요가 있다. 현재 1394버스에서 IP가 올리는 일이 진행중이므로 기존의 FTP는 사용할 수 없다. 게다가 1394 버스에 IP가 올라가더라도 1394 버스 내에서 대용량의 파일을 더 빠르고 정확하게 전달하기 위해서는 IP오버헤드가 없고 1394 버스의 특성을 직접 이용한 새로운 파일 전송 기법이 필요하다. 1394 버스내에서 대용량의 파일을 빠르고 정확하게 전송하는 기법을 찾기 위해서는 비동기 전송과 등기성 전송의 특성을 잘 이해해야하고 각 전송 방법으로 파일을 전송 할 때 생기는 장단점들을 파악해야한다. 본 논문에서는 비동기 전송과 등기성 전송을 이용한 팔일 전송 기법을 각각 제시하고 실험을 통해 이들의 특성을 비교분석하였다.미에서 uronic acid 함량이 두 배 이상으로 나타났다. 흑미의 uronic acid 함량이 가장 많이 용출된 분획은 sodium hydroxide 부분으로서 hemicellulose구조가 polyuronic acid의 형태인 것으로 사료된다. 추출획분의 구성단당은 여러 곡물연구의 보고와 유사하게 glucose, arabinose, xylose 함량이 대체로 높게 나타났다. 점미가 수가용성분에서 goucose대비 용출함량이 고르게 나타나는 경향을 보였고 흑미는 알칼리가용분에서 glucose가 상당량(0.68%) 포함되고 있음을 보여주었고 arabinose(0.68%), xylose(0.05%)도 다른 종류에 비해서 다량 함유한 것으로 나타났다. 흑미는 총식이섬유 함량이 높고 pectic substances, hemicellulose, uronic acid 함량이 높아서 콜레스테롤 저하 등의 효과가 기대되며 고섬유식품으로서 조리 특성 연구가 필요한 것으로 사료된다.리하였다. 얻어진 소견(所見)은 다음과 같았다. 1. 모년령(母年齡), 임신회수(姙娠回數), 임신기간(姙娠其間), 출산시체중등(出産時體重等)의 제요인(諸要因)은 주산기사망(周産基死亡)에 대(對)하여 통계적(統計的)으로 유의(有意)한 영향을 미치고 있어 $25{\sim}29$세(歲)의 연령군에서, 2번째 임신과 2번째의 출산에서 그리고 만삭의 임신 기간에, 출산시체중(出産時體重) $3.50{\sim}3.99kg$사이의 아이에서 그 주산기사망률(周産基死亡率)이 각각 가장 낮았다. 2. 사산(死産)과 초생아사망(初生兒死亡)을 구분(區分)하여 고려해 볼때 사산(死産)은 모성(母性)의 임신력(姙娠歷)과 매우 밀접한 관련이 있는 것으로 사료(思料)되었고 초생아사망(初生兒死亡)은 미숙아(未熟兒)와 이에 관련된 병발이 거의 결정

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A Study of Shielding Property of Magnetic Field for the Film Impregnated with Soft Magnetic Powder (연자성 합금분말을 함침시킨 필름의 자계 차폐 특성 연구)

  • Park, Jong-Hyun;Ra, Keuk-Hwan;Kang, Eun-Kyun;Kim, Jin-Woo
    • Journal of the Institute of Electronics and Information Engineers
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    • v.51 no.1
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    • pp.211-218
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    • 2014
  • In this paper the magnetic field properties of the soft magnetic alloys (Fe-Si-Cr and Fe-Ni-Cr) are studied in advance for the development of electro-magnetic shielding films, which could be used in the IT Devices (NFC, mobile phone, computer, etc.).As a result each of the selected soft magnetic alloy melts of the corresponding compositions is water-dispersed into the disk-shaped grains, which are soaked in polymer resin, and of which two types of thin film of thickness 0.1mm and 1mm are made by passing through the heating calendar roller. And the magnetic permeability and the shielding effectiveness of the polymer films containing the soft magnetic alloy grains are measured over the whole frequency bands from the low frequency to 10GHz. Before the experiments of the soft magnetic alloy, a special equation is proposed to estimate the permeability of the alloy, and the equation is verified with the pre-published data by MATLAB, and from which the most optimal compositions can be decided. And the SE(Shielding Effectiveness) of the polymer films containing the soft magnetic alloy grains is simulated by the HFSS.

Design and Implementation of Event Based Message Exchange Architecture between Servers for Server Push (서버 푸시를 위한 이벤트 기반 서버간 메시지 교환 아키텍처의 설계 및 구현)

  • Cho, Dong-Il;Rhew, Sung-Yul
    • Journal of Internet Computing and Services
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    • v.12 no.4
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    • pp.181-194
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    • 2011
  • Server push which is technology of sending contents from servers to browsers in real time using long polling requests enables real time bidirectional communications between servers and browsers in HTTP environment. Recently, thanks to the rapid supply of mobile devices having ability of full browsing, server push is being applied to various applications. However, because servers providing services should offer distributed contents to a large number of users simultaneously in various user environments, they have a burden that offers contents quickly distinguishing much more concurrent users than before. The method of message exchange so far achieved in distributed server environment has difficulties in the performance of simultaneous user request process, the identification of users and the contents delivery. In this paper, We proposed message exchange architecture between servers for offering server push in the distributed server environment. The proposed architecture enables message exchange in the method of push between servers based on event driven architecture. In addition, the proposed architecture enables flexible identification of a event agent and event processing under the connected environment of a lot of users. In this paper, we designed and implemented the proposed architecture and compared performance with the previous way through a performance test. In addition, function is confirmed through the case realization. As a result of the performance test, the proposed architecture can lessen the use of server Thread and response time of users and increase simultaneous throughput.

Forecasting Future Market Share between Online-and Offline-Shopping Behavior of Korean Consumers with the Application of Double-Cohort and Multinomial Logit Models (생잔효과와 다중로짓모형으로 분석한 구매형태별 시장점유율 예측)

  • Lee, Seong-Woo;Yun, Seong-Do
    • Journal of Distribution Research
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    • v.14 no.1
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    • pp.45-65
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    • 2009
  • As a number of people using the internet for their shopping steadily rises, it is increasingly important for retailers to understand why consumers decide to buy products via online or offline. The main purpose of this study is to develop and test a model that enhance our understanding of how consumers respond future online and offline channels for their purchasing. Rather than merely adopting statistical models like most other studies in this field, the present study develops a model that combines double-cohort method with multinomial logit model. It is desirable if one can adopt an overall encompassing criterion in the study of consumer behaviors form diverse sales channels. This study uses the concept of cohort or aging to enable this comparison. It enables us to analyze how consumers respond to online and offline channels as people aged by measuring their shopping behavior for an online and offline retailers and their subsequent purchase intentions. Based on some empirical findings, this study concludes with policy implications and some necessary fields of future studies desirable.

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Raising Visual Experience of Soccer Video for Mobile Viewers (이동형 단말기 사용자를 위한 축구경기 비디오의 시청경험 향상 방법)

  • Ahn, Il-Koo;Ko, Jae-Seung;Kim, Won-Jun;Kim, Chang-Ick
    • Journal of KIISE:Computing Practices and Letters
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    • v.13 no.3
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    • pp.165-178
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    • 2007
  • The recent progress in multimedia signal processing and transmission technologies has contributed to the extensive use of multimedia devices to watch sports games with small LCD panel. However, the most of video sequences are captured for normal viewing on standard TV or HDTV, for cost reasons, merely resized and delivered without additional editing. This may give the small-display-viewers uncomfortable experiences in understanding what is happening in a scene. For instance, in a soccer video sequence taken by a long-shot camera techniques, the tiny objects (e.g., soccer ball and players) may not be clearly viewed on the small LCD panel. Moreover, it is also difficult to recognize the contents of the scorebox which contains the elapsed time and scores. This renuires intelligent display technique to provide small-display-viewers with better experience. To this end, one of the key technologies is to determine region of interest (ROI) and display the magnified ROI on the screen, where ROI is a part of the scene that viewers pay more attention to than other regions. Examples include a region surrounding a ball in long-shot and a scorebox located in the comer of each frame. In this paper, we propose a scheme for raising viewing experiences of multimedia mobile device users. Instead of taking generic approaches utilizing visually salient features for extraction of ROI in a scene, we take domain-specific approach to exploit unique attributes of the soccer video. The proposed scheme consists of two modules: ROI determination and scorebox extraction. The experimental results show that the proposed scheme offers useful tools for intelligent video display on multimedia mobile devices.

A Mobile Payment System Based-on an Automatic Random-Number Generation in the Virtual Machine (VM의 자동 변수 생성 방식 기반 모바일 지급결제 시스템)

  • Kang, Kyoung-Suk;Min, Sang-Won;Shim, Sang-Beom
    • Journal of KIISE:Computing Practices and Letters
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    • v.12 no.6
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    • pp.367-378
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    • 2006
  • A mobile phone has became as a payment tool in e-commerce and on-line banking areas. This trend of a payment system using various types of mobile devices is rapidly growing, especially in the Internet transaction and small-money payment. Hence, there will be a need to define its standard for secure and safe payment technology. In this thesis, we consider the service types of the current mobile payments and the authentication method, investigate the disadvantages, problems and their solutions for smart and secure payment. Also, we propose a novel authentication method which is easily adopted without modification and addition of the existed mobile hardware platform. Also, we present a simple implementation as a demonstration version. Based on virtual machine (VM) approach, the proposed model is to use a pseudo-random number which is confirmed by the VM in a user's mobile phone and then is sent to the authentication site. This is more secure and safe rather than use of a random number received by the previous SMS. For this payment operation, a user should register the serial number at the first step after downloading the VM software, by which can prevent the illegal payment use by a mobile copy-phone. Compared with the previous SMS approach, the proposed method can reduce the amount of packet size to 30% as well as the time. Therefore, the VM-based method is superior to the previous approaches in the viewpoint of security, packet size and transaction time.

Digital Forensic Investigation of HBase (HBase에 대한 디지털 포렌식 조사 기법 연구)

  • Park, Aran;Jeong, Doowon;Lee, Sang Jin
    • KIPS Transactions on Computer and Communication Systems
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    • v.6 no.2
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    • pp.95-104
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    • 2017
  • As the technology in smart device is growing and Social Network Services(SNS) are becoming more common, the data which is difficult to be processed by existing RDBMS are increasing. As a result of this, NoSQL databases are getting popular as an alternative for processing massive and unstructured data generated in real time. The demand for the technique of digital investigation of NoSQL databases is increasing as the businesses introducing NoSQL database in their system are increasing, although the technique of digital investigation of databases has been researched centered on RDMBS. New techniques of digital forensic investigation are needed as NoSQL Database has no schema to normalize and the storage method differs depending on the type of database and operation environment. Research on document-based database of NoSQL has been done but it is not applicable as itself to other types of NoSQL Database. Therefore, the way of operation and data model, grasp of operation environment, collection and analysis of artifacts and recovery technique of deleted data in HBase which is a NoSQL column-based database are presented in this paper. Also the proposed technique of digital forensic investigation to HBase is verified by an experimental scenario.