• Title/Summary/Keyword: Fusion-Integrated

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Design and Implementation of Integrated MapServer Based on GML (GML 기반 통합 맵서버 설계 및 구현)

  • Lee, Hye-Jin;Kim, Dong-Ho;Lee, Hyun-Ah;Kim, Jin-Suk
    • Journal of the Korean Association of Geographic Information Studies
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    • v.6 no.4
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    • pp.71-84
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    • 2003
  • This paper designs and implements an integrated map server to produce an integrated map. Two requirements for the proposed map server are as follows. First, the system should support a customization of metadata to meet user's requirements. The map server designed here will predefine information such as representations, regions required for client-side processing in the metadata. This will allow users easily acquire an integrated map in the required form of clients. Second, the system should be able to support not only the integration of spatial data but also their non-spatial data. Fusion service is realized by using the concept of linking. The integrated map server suggested in this paper can improve the quality of the fusion service by integrating the results of the map servers according to user's requests. Our experiments shows that the integrated map server reduces the response time in web mapping environments.

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A New Three-dimensional Integrated Multi-index Method for CBIR System

  • Zhang, Mingzhu
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.15 no.3
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    • pp.993-1014
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    • 2021
  • This paper proposes a new image retrieval method called the 3D integrated multi-index to fuse SIFT (Scale Invariant Feature Transform) visual words with other features at the indexing level. The advantage of the 3D integrated multi-index is that it can produce finer subdivisions in the search space. Compared with the inverted indices of medium-sized codebook, the proposed method increases time slightly in preprocessing and querying. Particularly, the SIFT, contour and colour features are fused into the integrated multi-index, and the joint cooperation of complementary features significantly reduces the impact of false positive matches, so that effective image retrieval can be achieved. Extensive experiments on five benchmark datasets show that the 3D integrated multi-index significantly improves the retrieval accuracy. While compared with other methods, it requires an acceptable memory usage and query time. Importantly, we show that the 3D integrated multi-index is well complementary to many prior techniques, which make our method compared favorably with the state-of-the-arts.

Development of an Integrated Power Market Simulator for the Korean Electricity Market

  • Hur Jin;Kang Dong-Joo;Moon Young-Hwan
    • KIEE International Transactions on Power Engineering
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    • v.5A no.4
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    • pp.416-424
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    • 2005
  • At present, the Korean electricity industry is undergoing restructuring and the Cost Based-generation Pool (CBP) market is being operated in preparation of a Two Way Bidding Pool (TWBP) market. In deregulated electricity industries, an integrated power market simulator is one of the tools that can be used by market participants and market operators analyzing market behaviors and studying market structures and market codes. In this regard, it is very important to develop an electricity market simulator that reflects market code providing a market operation mechanism. This paper presents the development of an integrated market simulator, called the Power Exchange Simulator (PEXSIM), which is designed to imitate the Korean electricity market considering the various features of the market operating mechanism such as uniform price and constrained on/off payment. The PEXSIM is developed in VB.NET and composed of five modules whose titles are M-SIM, P-SIM, O-SIM, T-SIM and G-SIM interfacing the Access database program. To verify the features and the performance of the PEXSIM, a small Two Way bidding market with a 12-bus system and a One Way bidding market for generator competition will be presented for the electricity market simulations using PEXSIM.

Multimodal audiovisual speech recognition architecture using a three-feature multi-fusion method for noise-robust systems

  • Sanghun Jeon;Jieun Lee;Dohyeon Yeo;Yong-Ju Lee;SeungJun Kim
    • ETRI Journal
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    • v.46 no.1
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    • pp.22-34
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    • 2024
  • Exposure to varied noisy environments impairs the recognition performance of artificial intelligence-based speech recognition technologies. Degraded-performance services can be utilized as limited systems that assure good performance in certain environments, but impair the general quality of speech recognition services. This study introduces an audiovisual speech recognition (AVSR) model robust to various noise settings, mimicking human dialogue recognition elements. The model converts word embeddings and log-Mel spectrograms into feature vectors for audio recognition. A dense spatial-temporal convolutional neural network model extracts features from log-Mel spectrograms, transformed for visual-based recognition. This approach exhibits improved aural and visual recognition capabilities. We assess the signal-to-noise ratio in nine synthesized noise environments, with the proposed model exhibiting lower average error rates. The error rate for the AVSR model using a three-feature multi-fusion method is 1.711%, compared to the general 3.939% rate. This model is applicable in noise-affected environments owing to its enhanced stability and recognition rate.

Development of Multi-sensor Image Fusion software(InFusion) for Value-added applications (고부가 활용을 위한 이종영상 융합 소프트웨어(InFusion) 개발)

  • Choi, Myung-jin;Chung, Inhyup;Ko, Hyeong Ghun;Jang, Sumin
    • Journal of Satellite, Information and Communications
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    • v.12 no.3
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    • pp.15-21
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    • 2017
  • Following the successful launch of KOMPSAT-3 in May 2012, KOMPSAT-5 in August 2013, and KOMPSAT-3A in March 2015 have succeeded in launching the integrated operation of optical, radar and thermal infrared sensors in Korea. We have established a foundation to utilize the characteristics of each sensors. In order to overcome limitations in the range of application and accuracy of the application of a single sensor, multi-sensor image fusion techniques have been developed which take advantage of multiple sensors and complement each other. In this paper, we introduce the development of software (InFusion) for multi-sensor image fusion and valued-added product generation using KOMPSAT series. First, we describe the characteristics of each sensor and the necessity of fusion software development, and describe the entire development process. It aims to increase the data utilization of KOMPSAT series and to inform the superiority of domestic software through creation of high value-added products.

The Influence of Interpersonal Relationship of Fusion·Integrated Generation of Youths on the Organizational Commitment - Focusing on the Mediating Effects of the Work Environment and the Moderating Effects of Gender - (융·복합시대 청년들의 대인관계가 조직몰입에 미치는 영향 -업무환경의 매개효과 및 성별의 조절효과를 중심으로-)

  • Lee, Jae-Bong;Cho, Ouk-Sun
    • Journal of Convergence for Information Technology
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    • v.8 no.1
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    • pp.281-290
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    • 2018
  • The purpose of this study was to analyze the mediating effect of work environment and the moderating effect of gender on the influence of interpersonal relationship of fusion integrated generation of youths on organizational commitment. For this purpose, Korean Labor and Income Panel Study KLIPS 19th year data was used and the effect of interpersonal relationship of youths on the organizational commitment of 540 subjects in accordance with the study was examined and explored focusing on the model in relation to the mediating effects of the work environment and the control effects of gender. The main results are as follows. First, the interpersonal relationship and working environment of youths showed a positive effect on organizational commitment. Second, the working environment was found to be mediated completely in the relationship between the interpersonal relationship of youths and work environment and organizational commitment. Third, in the relationship between interpersonal relationship and organizational commitment of youths, it appeared that there was moderating effects of gender.

Pose Estimation of Ground Test Bed using Ceiling Landmark and Optical Flow Based on Single Camera/IMU Fusion (천정부착 랜드마크와 광류를 이용한 단일 카메라/관성 센서 융합 기반의 인공위성 지상시험장치의 위치 및 자세 추정)

  • Shin, Ok-Shik;Park, Chan-Gook
    • Journal of Institute of Control, Robotics and Systems
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    • v.18 no.1
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    • pp.54-61
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    • 2012
  • In this paper, the pose estimation method for the satellite GTB (Ground Test Bed) using vision/MEMS IMU (Inertial Measurement Unit) integrated system is presented. The GTB for verifying a satellite system on the ground is similar to the mobile robot having thrusters and a reaction wheel as actuators and floating on the floor by compressed air. The EKF (Extended Kalman Filter) is also used for fusion of MEMS IMU and vision system that consists of a single camera and infrared LEDs that is ceiling landmarks. The fusion filter generally utilizes the position of feature points from the image as measurement. However, this method can cause position error due to the bias of MEMS IMU when the camera image is not obtained if the bias is not properly estimated through the filter. Therefore, it is proposed that the fusion method which uses the position of feature points and the velocity of the camera determined from optical flow of feature points. It is verified by experiments that the performance of the proposed method is robust to the bias of IMU compared to the method that uses only the position of feature points.

A Case Study for Effective Course Plan of Integrated Education with Specialized Subject (전문교과의 효과적인 통합교육 수업설계를 위한 사례 분석 연구)

  • Jeon, JongHo;Jung, SoonYoung
    • The Journal of Korean Association of Computer Education
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    • v.15 no.6
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    • pp.11-20
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    • 2012
  • Interest in creativity and fusion in education has led to a lot of research on integrated education. Most of those research were related to integrated education model and educational contents development, so there were insufficient research on planning a course for integrated education. In this study, we developed an integrated education framework as an guidance for teachers on how to plan a course for integrated education. With this, we analyzed successful cases of integrated education. In the result of analysis, we figured out the relations and characteristics between three course types of subjects and four participation types of teachers. On the findings, we suggested an integrated education framework composed of four stages focused on course plan and proposed some considerations for each stage.

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