• Title/Summary/Keyword: fusing model.

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Electrochemical Reaction and Short-Circuit Behavior between Lead Borate Glass Doped with Metal Filler and Ni-Cr Alloy Wire (금속 필러가 첨가된 Pb-B-O계 유리와 Ni-Cr 합금 와이어 간의 전기 화학적 반응과 단락 거동)

  • Choi, Jin Sam;Nakayama, Tadachika
    • Korean Journal of Materials Research
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    • v.31 no.8
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    • pp.471-479
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    • 2021
  • The electrochemical reaction between lead borate glass frit doped with Sn metal filler and Ni-Cr wire of a J-type resistor during a term of Joule heating is investigated. The fusing behavior in which the Ni-Cr wire is melted is not observed for the control group but measured for the Sn-doped specimen under 30 V and 500 mA. The Sn-doped lead borate glass frit shows a fusing property compared with other metal-doped specimens. Meanwhile, the redox reaction significantly contributes to the fusing behavior due to the release of free electrons of the metal toward the glass. The electrons derived from the glass, which used Joule heat to reach the melting point of Ni-Cr wire, increase with increasing corrosion rate at interface of metal/glass. Finally, the confidence interval is 95 ± 1.959 %, and the adjusted regression coefficient, R in the optimal linear graph, is 0.93, reflecting 93% of the data and providing great potential for fusible resistor applications.

Introduction of the Advanced Imaging Materials -Micro-encapsulating Treatment of Toner- (최신 화상 재료의 소개 -마이크로 캡슐 토너-)

  • Lee, Yong Kyu;Jeong, Kyoung Mo;Koseki, Ken'ichi
    • Journal of Korea Technical Association of The Pulp and Paper Industry
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    • v.44 no.6
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    • pp.79-86
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    • 2012
  • The aim of this general remarks is to introduce the results concerning the thermo physical, charging, developing and fusing characteristics of micro-encapsulated (MC) model toners in order to apply to the toner of electrophotographic system at the condition of a low temperature. In order to clarify the fusing mechanism of MC toner, rheological analysis of the toner was chosen. It was suggested that MC toner had a different fusing mechanism compared with non-MC toner. Some kinds of MC model toners showed a good result on adhesion test as well as cohesion test. Also, it was possible to get the good charging and development characteristic of MC toner for printing test with laser printer.

Deep Image Annotation and Classification by Fusing Multi-Modal Semantic Topics

  • Chen, YongHeng;Zhang, Fuquan;Zuo, WanLi
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.1
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    • pp.392-412
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    • 2018
  • Due to the semantic gap problem across different modalities, automatically retrieval from multimedia information still faces a main challenge. It is desirable to provide an effective joint model to bridge the gap and organize the relationships between them. In this work, we develop a deep image annotation and classification by fusing multi-modal semantic topics (DAC_mmst) model, which has the capacity for finding visual and non-visual topics by jointly modeling the image and loosely related text for deep image annotation while simultaneously learning and predicting the class label. More specifically, DAC_mmst depends on a non-parametric Bayesian model for estimating the best number of visual topics that can perfectly explain the image. To evaluate the effectiveness of our proposed algorithm, we collect a real-world dataset to conduct various experiments. The experimental results show our proposed DAC_mmst performs favorably in perplexity, image annotation and classification accuracy, comparing to several state-of-the-art methods.

Analysis of AI Model Hub

  • Yo-Seob Lee
    • International Journal of Advanced Culture Technology
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    • v.11 no.4
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    • pp.442-448
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    • 2023
  • Artificial Intelligence (AI) technology has recently grown explosively and is being used in a variety of application fields. Accordingly, the number of AI models is rapidly increasing. AI models are adapted and developed to fit a variety of data types, tasks, and environments, and the variety and volume of models continues to grow. The need to share models and collaborate within the AI community is becoming increasingly important. Collaboration is essential for AI models to be shared and improved publicly and used in a variety of applications. Therefore, with the advancement of AI, the introduction of Model Hub has become more important, improving the sharing, reuse, and collaboration of AI models and increasing the utilization of AI technology. In this paper, we collect data on the model hub and analyze the characteristics of the model hub and the AI models provided. The results of this research can be of great help in developing various multimodal AI models in the future, utilizing AI models in various fields, and building services by fusing various AI models.

Characterization of the Unfolding Intermediate State and Equilibrium Unfolding Pathway of Single Chain Monellin

  • Heedouk Hong;Sung, Yoon-hui;Kim, Yong-Rok;Lee, Weontae
    • Proceedings of the Korean Biophysical Society Conference
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    • 1999.06a
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    • pp.39-39
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    • 1999
  • Single chain-monellin (SCM) was recently constructed by fusing the two chains of monellin. From the view of protein folding, SCM serves as an ideal model system especially in tackling ${\alpha}$-helix-${\beta}$-sheet interactions due to the following reasons: First, it consists of simple distinct structural elements (${\alpha}$-helix and ${\beta}$-sheet) which are assembled in a perpendicular manner.(omitted)

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Multi-modality image fusion via generalized Riesz-wavelet transformation

  • Jin, Bo;Jing, Zhongliang;Pan, Han
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.8 no.11
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    • pp.4118-4136
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    • 2014
  • To preserve the spatial consistency of low-level features, generalized Riesz-wavelet transform (GRWT) is adopted for fusing multi-modality images. The proposed method can capture the directional image structure arbitrarily by exploiting a suitable parameterization fusion model and additional structural information. Its fusion patterns are controlled by a heuristic fusion model based on image phase and coherence features. It can explore and keep the structural information efficiently and consistently. A performance analysis of the proposed method applied to real-world images demonstrates that it is competitive with the state-of-art fusion methods, especially in combining structural information.

Research of soccer robot system strategies

  • Sugisaka, Masanori;Kiyomatsu, Toshiro;Hara, Masayoshi
    • 제어로봇시스템학회:학술대회논문집
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    • 2002.10a
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    • pp.92.4-92
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    • 2002
  • In this paper, as an ideal test bed for studies on multi-agent system, the multiple micro robot soccer playing system is introduced at first. The construction of such experimental system has involved lots of kinds of challenges such as sensors fusing, robot designing, vision processing, motion controlling, and especially the cooperation planning of those robots. So in this paper we want to stress emphasis on how to evolve the system automatically based on the model of behavior-based learning in multi-agent domain. At first we present such model in common sense and then apply it to the realistic experimental system . At last we will give some results showing that the proposed approach is feasi...

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On the Estimation of the Center of Mass of an Autonomous Bipedal Robot (이족보행 로봇의 무게중심 실시간 추정에 관한 연구)

  • Kwon, Sang-Joo;Oh, Yong-Hwan
    • Journal of Institute of Control, Robotics and Systems
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    • v.14 no.9
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    • pp.886-892
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    • 2008
  • In this paper, a closed-loop observer to extract the center of mass (CoM) of a bipedal robot is suggested. Comparing with the simple conversion method of just using joint angle measurements, it enables to get more reliable estimates by fusing both joint angle measurements and F/T sensor outputs at ankle joints. First, a nonlinear-type observer is constructed to estimate the flexible rotational motion of the biped in the extended Kalman filter framework. It adopts the flexible inverted pendulum model which is appropriate to address the flexible motion of bipeds, specifically in the single support phase. The predicted estimates of CoM in terms of the flexible motion observer are combined with measurements (that is, output of the CoM conversion equation with joint angles). Then, we have final CoM estimates depending on the weighting values which penalize the flexible motion model and the CoM conversion equation. Simulation results show the effectiveness of the proposed algorithm.

Analysis of CD Stud Welding Process and Defects Part 1: Process Modeling and Analysis (CD 스터드 용접의 해석 및 결함 분석 Part 1 : 공정 모델링과 해석)

  • Oh Hyun-Seok;Yoo Choong-D.
    • Journal of Welding and Joining
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    • v.24 no.3
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    • pp.34-41
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    • 2006
  • The CD (Capacitor Discharge) stud welding utilizes the arc heat and pressure to attach the stud to the workpiece, which consists of the arc. ignition, arcing and pressure welding stages. In order to predict the dynamic behavior of the CD stud welding process, mechanical and electrical models are employed in this work. While the mechanical model estimates the duration of each stage, the electrical model predicts the voltage and current waveforms using the RLC circuit. Effects of process parameters such as the electric components and spring force are analyzed through simulation. It is found that the contact resistance and gap between the stud and base metal influence the tip fusing and arcing duration. The calculated results showed reasonably good agreements with the experiment results.

A Study of Position Estimation Considering Wheel Slip of Mecanum Wheeled Mobile Robot (메카넘 휠 이동로봇의 바퀴 슬립을 고려한 위치 추정 연구)

  • Oh, Injin;Kwon, Gunwoo;Yang, Hyunseok
    • Journal of the Korea Institute of Military Science and Technology
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    • v.22 no.3
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    • pp.401-407
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    • 2019
  • In this paper, the position estimation considering wheel slip of mecanum wheeled mobile robots is discussed. Since the mecanum wheeled mobile robot does not need a space to rotate, it is very suitable in narrow industrial fields. However, the slip caused by the roller attached to the wheel makes it difficult to estimate the position precisely. Due to these limitations, mecanum wheels are rarely applied to unmanned mobile robots in automation factories. In this paper, a method to compensate the orientation and distance error caused by the slip is proposed. The exact orientation is measured by fusing gyro and magnetometer sensor data with application of Kalman filter. In addition, the kinematic model accounting slip effects will be defined to compensate the distance error.