• Title/Summary/Keyword: Comprehensive approach

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Convolutional Neural Network with Particle Filter Approach for Visual Tracking

  • Tyan, Vladimir;Kim, Doohyun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.2
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    • pp.693-709
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    • 2018
  • In this paper, we propose a compact Convolutional Neural Network (CNN)-based tracker in conjunction with a particle filter architecture, in which the CNN model operates as an accurate candidates estimator, while the particle filter predicts the target motion dynamics, lowering the overall number of calculations and refines the resulting target bounding box. Experiments were conducted on the Online Object Tracking Benchmark (OTB) [34] dataset and comparison analysis in respect to other state-of-art has been performed based on accuracy and precision, indicating that the proposed algorithm outperforms all state-of-the-art trackers included in the OTB dataset, specifically, TLD [16], MIL [1], SCM [36] and ASLA [15]. Also, a comprehensive speed performance analysis showed average frames per second (FPS) among the top-10 trackers from the OTB dataset [34].

Multiple Case Marking Constructions in Korean Revisited

  • Ryu, Byong-Rae
    • Language and Information
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    • v.17 no.2
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    • pp.1-27
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    • 2013
  • This paper presents a unified approach to multiple nominative and accusative constructions in Korean. We identify 16 semantic relations holding between two consecutive noun phrases (NPs) in multiple case marking constructions, and propose each semantic relation as a licensing condition on double case marking. We argue that the multiple case marking constructions are merely the sequences of double case marking, which are formed by dextrosinistrally sequencing the pairs of the same-case marked NPs of same or different type. Some appealing consequences of this proposal include a new comprehensive classification of the sequences of same-case NPs and a straightforward account of some long standing problems such as how the additional same-case NPs are licensed, and in what respects the multiple nominative marking and the multiple accusative marking are alike and different from each other.

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Diagnostic Evaluation of Enzyme Activity Related to Steroid Metabolism by Mass Spectrometry-Based Steroid Profiling

  • Choi, Man Ho;Chung, Bong Chul
    • Mass Spectrometry Letters
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    • v.5 no.2
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    • pp.35-41
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    • 2014
  • Gas chromatography-mass spectrometry (GC-MS) methods have been used extensively in clinical steroid analyses. Evaluating the metabolic ratios of precursors to products by accurate quantification of individual steroid levels in biological samples can reveal the activities of enzymes associated with steroid metabolism. This review article discusses the impact of GC-MS-based steroid profiling on our understanding of the biochemical role of steroids and their metabolic enzymes in hormone-dependent diseases, such as congenital adrenal hyperplasia (CAH), cortisol-mediated hypertension, apparent mineralocorticoid excess (AME), male-pattern baldness, and breast and thyroid cancers. Steroid profiling is a comprehensive analytical technique that can be applied whenever the highest specificity is required and may be a reasonable initial diagnostic approach.

East Meets West: A Critical Analysis on The Evolution, Growth and Transfer of QFD from Japan to The West

  • Zairi, Mohamed;Ginn, Mr.David
    • International Journal of Quality Innovation
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    • v.4 no.1
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    • pp.1-19
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    • 2003
  • This paper describes the origins, evolution of Quality Function Deployment and its transfer to the West. Following a comprehensive review of the literature and how QFD has been defined, and applied, the paper analyses the critical factors which impinge on QFD implementation success. A discussion which covers the enabling criteria found to be inherent in Japanese applications is contrasted with the Western approaches documented hitherto. In particular the Company Wide Quality Control (CWQC) approach in Japan versus the emerging concept of Total Quality Management and their impact on QFD implementation. A critical analysis of the main differences isolated from the review of the literature and which characterise the Japanese method of QFD implementation which is leading, and The Western approaches which appear to be lagging is included in the paper, together with some useful conclusions:

Characteristices of Composite Hollow Insulator for 170 kV GIS (170 kV GIS용 Composite Hollow Insulator 특성 평가)

  • Jang, Yoon-Ki;Jung, Young-Soo;Lee, Dong-Woen
    • Proceedings of the KIEE Conference
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    • 2011.07a
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    • pp.1534-1535
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    • 2011
  • Composite hollow insulator consist of an insulating tube bearing the mechanical load protected by an elastomer housing the loads being transmitted to the tube by metal fittings. The core processes are comprised briefly and the electrical and mechanical performance were examined according to the IEC standards. In this study, we have manufactured the composite hollow insulator, and carry out the insulator and busing type test according to the IEC standards. Comprehensive approach followed by the test results would give feasible hollow composite insulator compliable to the IEC standards.

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Innovative Management Strategy and Methodologies for Acquisition Programs of the Defense Weapon System (국방무기체계 획득사업의 혁신적 추진전략과 방법론)

  • Lee, Sang-Heon;Yoon, Bong-Kyoo
    • IE interfaces
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    • v.20 no.3
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    • pp.363-375
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    • 2007
  • Under the fast technology changes and budget constraints, the organizations related to national defense face increased demands to develop innovative strategy and methodology to maximize performance with drastically reduced cost. In this context, the management of innovation and change in the defense acquisition area is vital to the Ministry of National Defense, related organizations and industries. In this paper, we discuss three comprehensive innovation strategies and methodologies for the defense acquisition area preparing for next-generation warfare; EVMS (earned value management system), PBL (performance based logistics) and SBA (simulation based acquisition). These collaborating innovative efforts enable us to tackle defense challenges for government and industries with a flexible and optimistic approach that maximizes productivity and performance with minimum cost.

Current Controlled PWM for Multilevel Voltage-Source Inverters with Variable and Constant Switching Frequency Regulation Techniques: A Review

  • Gawande, S.P.;Ramteke, M.R.
    • Journal of Power Electronics
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    • v.14 no.2
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    • pp.302-314
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    • 2014
  • Due to advancements in power electronics and inverter topologies, the current controlled multilevel voltage-source pulse width modulated (PWM) inverter is usually preferred for accurate control, quick response and high dynamic performance. A multilevel topology approach is found to be best suited for overcoming many problems arising from the use of high power converters. This paper presents a comprehensive review and comparative study of several current control (CC) techniques for multilevel inverters with a special emphasis on various approaches of the hysteresis current controller. Since the hysteresis CC technique poses a problem of variable switching frequency, a ramp-comparator controller and a predictive controller to attain constant switching frequency are described along with its quantitative comparison. Furthermore, various methods have been reviewed to achieve hysteresis current control PWM with constant switching frequency operation. This paper complies various guidelines to choose a particular method suitable for application at a given power level, switching frequency and dynamic response.

A Simple Approximation Method for Analyzing MIN Based Switching Architecture (MIN기반 교환기 구조를 분석하기 위한 간단한 근사화 방법 연구)

  • Choe, Won-Je;Chu, Hyeon-Seung;Mun, Yeong-Seong
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.6
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    • pp.1941-1948
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    • 2000
  • Multistage interconnection networks (MINs) have been recognized as an efficient interconnection network for high-performance computer systems and also have been recently identified to be effective for a switching fabric of new communication structures - gigabit ethernet switch, terabit router, and ATM (asynchronous transfer mode). While lots of models analyzing the performance of MINs have been proposed, they are either inaccurate or, even if accurate, very complex for the analysis. In this paper, we propose an extremely simple mode for evaluating the multibuffered MIN with small clock cycles based on the approximation approach. Comprehensive computer simulation shows that the proposed model is very accurate in terms of the throughput and mean delay. Furthermore, it significantly reduces the computing overhead due to its simplicity.

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Choice of Law and Jurisdiction on the e-Trade (전자무역계약에 적용되는 국제적인 사법규범에 관한 연구)

  • Chung, Jae-Hwan
    • THE INTERNATIONAL COMMERCE & LAW REVIEW
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    • v.49
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    • pp.435-459
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    • 2011
  • The electronic trade(e-Trade) revolution is changing the international trade processes dramatically. It permits new kinds of interactions among exporting and importing firms as well as internally within the firms. Ever since the Internet became a popular communications medium in the 1990s, lawmakers have struggled to develop rules for determining which courts can hear disputes involving parties in different choice of law and jurisdictions. In conclusion, I suggest an ongoing research agenda for further refining and developing a more comprehensive cosmopolitan approach. Certainly, as these cases make clear, reconceptualizing the principles underlying court to-court relations is essential in a world where the idea of a transnational community of courts is fast becoming one of the dominant realities of twenty-first century law.

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A Study on the Indexes for Evaluating Technology Competitiveness of Venture Firms using Statistical Factor Analysis (통계적 요인분석을 이용한 벤처기업의 기술경쟁력지수에 관한 연구)

  • 성웅현
    • Journal of Korean Society for Quality Management
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    • v.31 no.2
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    • pp.207-219
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    • 2003
  • The future will see all industries become technology-driven in the competitive global marketplace. Venture firms with deep technological roots and innovation strategies have some advantages. In this situation, existing methods for technology assessment are not enough to evaluate their relative technology competitiveness. Therefore, a more useful and comprehensive approach is needed to obtain the desired outcomes for measuring the relative competitiveness of technology effectively. In this research, I applied factor analysis, which is methodology to be capable of determining the common factors and associated weights reasonably, to the development of the technology competitiveness indexes.