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User Adaptation Using User Model in Intelligent Image Retrieval System (지능형 화상 검색 시스템에서의 사용자 모델을 이용한 사용자 적응)

  • Kim, Yong-Hwan;Rhee, Phill-Kyu
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.12
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    • pp.3559-3568
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    • 1999
  • The information overload with many information resources is an inevitable problem in modern electronic life. It is more difficult to search some information with user's information needs from an uncontrolled flood of many digital information resources, such as the internet which has been rapidly increased. So, many information retrieval systems have been researched and appeared. In text retrieval systems, they have met with user's information needs. While, in image retrieval systems, they have not properly dealt with user's information needs. In this paper, for resolving this problem, we proposed the intelligent user interface for image retrieval. It is based on HCOS(Human-Computer Symmetry) model which is a layed interaction model between a human and computer. Its' methodology is employed to reduce user's information overhead and semantic gap between user and systems. It is implemented with machine learning algorithms, decision tree and backpropagation neural network, for user adaptation capabilities of intelligent image retrieval system(IIRS).

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A Study on the Speed Sensorless Vector Control for Induction Motor Adaptive Control Method using a High Frequency Boost Chopper of Hybrid Type Piezoelectric Transformer (하이브리드형 압전 변압기의 고주파 승압 초퍼를 이용한 적응제어기법 유도전동기 속도 센서리스 벡터제어에 관한 연구)

  • Hwang, Lark-Hoon;Na, Seung-Kwon;Kim, Yeong-Wook;Choi, Song-Shik
    • Journal of Advanced Navigation Technology
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    • v.17 no.3
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    • pp.332-345
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    • 2013
  • In this paper, recently, it is described to the piezoelectric transformer technology develops, because it was have to favorable characteristics such as electromagnetic-noise free, compact size, higher efficiency, and superior power density, flux linkage, noiseless, etc. its resonance frequency was used to output waveform of a sine wave. A rotor speed identification method of induction motor based on the theory of flux model reference adaptive system(FMRAS). The estimator execute the rotor speed identification so that the vector control of the induction motor may be achieved. The improved auxiliary variable of the model are introduced to perform accurate rotor speed estimation. The control system is composed of the PI controller for speed control and the current controller using space voltage vector PWM techniuqe and DC-DC converter. High speed calculation and processing for vector control is carried out by digital signal one chip microprocessor. Validity of the proposed control method is verified through simulation and experimental results.

Development of Hybrid AVR for Alternator (교류 발전기용 하이브리드 자동 전압 조정기 개발)

  • Yang, Keun-Ho
    • Journal of the Institute of Convergence Signal Processing
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    • v.16 no.4
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    • pp.182-188
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    • 2015
  • An analog AVR has an advantage of short time constant, time to revert again from the abnormal state to a stable one depending on the voltage fluctuations of the load. But the Analog AVR has a disadvantage of large voltage variation according to the load fluctuation. Voltage regulation for digital AVR is very stable, but the time constant is very long compared to that of an analog AVR. Therefore, it indicates that the digital AVR shows unstable output performance in a very large load variations. In this paper, a mixed form of an analog AVR and a digital AVR is proposed. An implemented hybrid AVR has fast time constant and stable voltage regulation capability. Hybrid AVR voltage variations in the load is stable within 1[%] and the voltage stability is also improved. It also showed fast time constant to the level of the analog AVR. Thus hybrid AVR developed in this paper can be used as a power supply for a variety of uses in industry.

Web based RMS Design and Implementation (웹 기반 RMS 설계 및 구현)

  • Kim Young-kyun
    • Journal of the Korea Computer Industry Society
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    • v.6 no.3
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    • pp.509-518
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    • 2005
  • The RMS(Remote Monitoring System) is generalized to adopt in many automatic system by progress of industrial and technical growth. RMS has been developed from simple status monitoring system to realtime control system with multimedia interface. This study is to design and develop monitoring system that client is able to monitor and control target system on web browser. The RMS is consist of 4 functional modes, which is monitoring mode, control mode, setup mode and video mode. Monitoring mode is to observe remote target system with realtime on web browser. Control mode is to change target system status in monitoring mode. Setup mode is to change system variable in control mode. Video mode is to monitor target system environment visually by web camera. This RMS is easy to access and manage target system, and so useful to monitor remote automatic system and closing site.

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A Self-Regulated Robot System using Sensor Network (센서 네트워크를 이용한 자율 로봇 시스템)

  • Park, Chul-Min;Jo, Heung-Kuk;Lee, Hoon-Jae
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.12 no.11
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    • pp.1954-1960
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    • 2008
  • Modem Robot is used in all industries. Previous Robot was used by simplicity work, at recent times, robot is developed in form that can do action such as a person. Robot's action runs according to command repeat or in the every moment according to sensor's output value, achieve other action. In this raper, we studied about self-regulation transfer robot that follow Object autonomously. This robot can be used by purpose that carry heavy burden instead of human. Robot's composition is drive part which run object's position awareness Sensor, Processor that control action and Motor part. After robot is connects with Network, we did robot remote control and monitor the action situation of robot. For the methode to reduce drive error, we developed algorithm for outside environment. For an experiment we made the self-regulation robot. We showed the directivity of sensor, error of directivity and soft moving of robot. We showed the monitoring system and the execution screen for communication between robot and PC.

Application of Deegree of Open Source Middleware to Geo-Portal Implementation (지오 포털 구축을 위한 공개 소스 미들웨어 Deegree의 적용)

  • Park, Yong-Jae;Lee, Ki-Won
    • Korean Journal of Remote Sensing
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    • v.25 no.4
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    • pp.367-374
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    • 2009
  • Recently, new GIS applications such as gee portal and spatial data infrastructure are emerging. These are related to web computing techniques or methodologies based on web 2.0 paradigm, open API of portal, open source GIS, and international GIS standards which are independently on developing. The product of these applications can be realized in the linkage of those components. In this study, a case implementation concerning linkage with Google maps API and open source middleware named Deegree is carried out, and the results are discussed for open source uses in geo portal. Open source middleware supports various levels and types of OGC standards, so that it enables web publishing in the several web standard formats and data exchanges and interoperable uses between external database servers. Also the (unction extensions and the multi tier-based architecture within geo portal for specific purpose are possible.

Image Processing Based Virtual Reality Input Method using Gesture (영상처리 기반의 제스처를 이용한 가상현실 입력기)

  • Hong, Dong-Gyun;Cheon, Mi-Hyeon;Lee, Donghwa
    • Journal of Korea Society of Industrial Information Systems
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    • v.24 no.5
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    • pp.129-137
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    • 2019
  • Ubiquitous computing technology is emerging as information technology advances. In line with this, a number of studies are being carried out to increase device miniaturization and user convenience. Some of the proposed devices are user-friendly and uncomfortable with hand-held operation. To address these inconveniences, this paper proposed a virtual button that could be used in watching television. When watching a video on television, a camera is installed at the top of the TV, using the fact that the user watches the video from the front, so that the camera takes a picture of the top of the head. Extract the background and hand area separately from the filmed image, extract the outline to the extracted hand area, and detect the tip point of the finger. Detection of the end point of the finger produces a virtual button interface at the top of the image being filmed in front, and the button activates when the end point of the detected finger becomes a pointer and is located inside the button.

Determination of the Hybrid Energy Storage Capacity for Wind Farm Output Compensation (풍력발전단지 출력보상용 하이브리드 에너지저장장치의 용량산정)

  • Kim, Seong Hyun;Jin, Kyung-Min;Oh, Sung-Bo;Kim, Eel-Hwan
    • Journal of the Korean Solar Energy Society
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    • v.33 no.4
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    • pp.23-30
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    • 2013
  • This paper presents the determination method of the hybrid energy storage capacity for compensating the output of wind power when disconnecting from the grid. In the wind power output compensation, a lot of charging and discharging time with lithium-ion battery will be deteriorated the life time. And also, this fluctuation will cause some problems of the power quality and power system stability. To solve these kind of problems, many researchers in the world have been studied with BESS(Battery Energy Storage System) in the wind farm. But, BESS has the limitation of its output during very short term period, this means that it is difficult to compensate the very short term output of wind farm. Using the EDLC (Electric Double Layer Capacitor), it is possible to solve the problem. Installing the battery system in the wind farm, it will be possible to decrease the total capacity of BESS consisting of HESS (Hybrid Energy Storage System). This paper shows simulation results when not only BESS is connected to wind farm but also to HESS. To verify the proposed system, results of computer simulation using PSCAD/EMTDC program with actual output data of wind farms of Jeju Island will be presented.

Evaluating the Usefulness of Diagnosis through 3D Printing Technology (3D프린팅 기술을 이용한 심혈관 질환 진단의 유용성 평가)

  • Park, Chun-Kyu;Kim, Jung-Hun
    • Journal of the Korean Society of Radiology
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    • v.15 no.5
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    • pp.691-696
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    • 2021
  • In order to prevent and treat a patient's disease, the anatomical structure of the lesion through medical imaging is one of the important processes. However, there is a limit to the image displayed on the screen, so many studies are underway to overcome this by using 3D printing technology. To this end, this study implemented a three-dimensional cardiovascular model using actual patient image data, printed it out using a 3D printer, and conducted a usefulness test on current medical professionals. As a result of the usefulness evaluation, when the questionnaire conducted by a total of 5 people was converted to the Likert scale, the average value of all items showed a high result of 4.83 points, and the result of the cross-analysis was (P) = 10.000 (0.265), which was equally positive among all the questionnaires survey results were presented. Based on the results, it is expected that 3D printing technology will help advance medical technology.

Group-based speaker embeddings for text-independent speaker verification (문장 독립 화자 검증을 위한 그룹기반 화자 임베딩)

  • Jung, Youngmoon;Eom, Youngsik;Lee, Yeonghyeon;Kim, Hoirin
    • The Journal of the Acoustical Society of Korea
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    • v.40 no.5
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    • pp.496-502
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    • 2021
  • Recently, deep speaker embedding approach has been widely used in text-independent speaker verification, which shows better performance than the traditional i-vector approach. In this work, to improve the deep speaker embedding approach, we propose a novel method called group-based speaker embedding which incorporates group information. We cluster all speakers of the training data into a predefined number of groups in an unsupervised manner, so that a fixed-length group embedding represents the corresponding group. A Group Decision Network (GDN) produces a group weight, and an aggregated group embedding is generated from the weighted sum of the group embeddings and the group weights. Finally, we generate a group-based embedding by adding the aggregated group embedding to the deep speaker embedding. In this way, a speaker embedding can reduce the search space of the speaker identity by incorporating group information, and thereby can flexibly represent a significant number of speakers. We conducted experiments using the VoxCeleb1 database to show that our proposed approach can improve the previous approaches.