• Title/Summary/Keyword: Matrix separation

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Performance Comparison of Two Ellipse Fitting-Based Cell Separation Algorithms

  • Cho, Migyung
    • Journal of information and communication convergence engineering
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    • v.13 no.3
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    • pp.215-219
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    • 2015
  • Cells in a culture process transform with time and produce many overlapping cells in their vicinity. We are interested in a separation algorithm for images of overlapping cells taken using a fluorescence optical microscope system during a cell culture process. In this study, all cells are assumed to have an ellipse-like shape. For an ellipse fitting-based method, an improved least squares method is used by decomposing the design matrix into quadratic and linear parts for the separation of overlapping cells. Through various experiments, the improved least squares method (numerically stable direct least squares fitting [NSDLSF]) is compared with the conventional least squares method (direct least squares fitting [DLSF]). The results reveal that NSDLSF has a successful separation ratio with an average accuracy of 95% for two overlapping cells, an average accuracy of 91% for three overlapping cells, and about 82% accuracy for four overlapping cells.

Influence of Frequency Separation on Modal Coupling in Nonclassically Damped Systems (비고전적 감쇠시스템에서 주파수분리의 모드연관에 대한 영향)

  • 김정수;최기흥;최기상
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.18 no.9
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    • pp.2245-2250
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    • 1994
  • The normal coordinates of a nonclassically damped systems are coupled by nonzero off-diagonal elements of modal damping matrix. The relationship between modal coupling and the frequency separation of the natural modes is presented in this paper. Contrary to widely accepted beliefs, increasing the frequency separation of the natural modes does not neccessarily diminish the effect of modal coupling. Consequently, in the pratical engineering applications, wide frequency separation of the natural modes would not be sufficient for neglecting modal coupling.

Cross-linked Leucaena Seed Gum Matrix: An Affinity Chromatography Tool for Galactose-specific Lectins

  • Seshagirirao, Kottapalli;Leelavathi, Chaganti;Sasidhar, Vemula
    • BMB Reports
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    • v.38 no.3
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    • pp.370-372
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    • 2005
  • A cross-linked leucaena (Leucaena leucocephala) seed gum (CLLSG) matrix was prepared for the isolation of galactose-specific lectins by affinity chromatography. The matrix was evaluated for affinity with a known galactose-specific lectin from the seeds of snake gourd (Trichosanthes anguina). The matrix preparation was simple and inexpensive when compared to commercial galactose-specific matrices (i.e. about 1.5 US$/100 ml of matrix). The current method is also useful for the demonstration of the affinity chromatography technique in laboratories. Since leucaena seeds are abundant and inexpensive, and the matrix preparation is easy, CLLSG appears to be a promising tool for the separation of galactose-specific lectins.

Implementation of Blind Source Recovery Using the Gini Coefficient (Gini 계수를 이용한 Blind Source Recovery 방법의 구현)

  • Jeong, Jae-Woong;Song, Eun-Jung;Park, Young-Cheol;Youn, Dae-Hee
    • The Journal of the Acoustical Society of Korea
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    • v.27 no.1
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    • pp.26-32
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    • 2008
  • UBSS (unde-determined blind source separation) is composed of the stages of BMMR (blind mixing matrix recovery) and BSR (blind source recovery). Generally, these two stages are executed using the sparseness of the observed data, and their performance is influenced by the accuracy of the measure of the sparseness. In this paper, as introducing the measure of the sparseness using the Gini coefficient to BSR stage, we obtained more accurate measure of the sparseness and better performance of BSR than methods using the $l_1$-norm, $l_q$-norm, and hyperbolic tangent, which was confirmed via computer simulations.

Hierarchical 5A Zeolite-Containing Carbon Molecular Sieve Membranes for O2/N2 Separation (산소/질소 분리를 위한 다층구조 제올라이트 5A를 함유한 탄소분자체 분리막 제조)

  • Li, Wen;Chuah, Chong Yang;Bae, Tae-Hyun
    • Membrane Journal
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    • v.30 no.4
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    • pp.260-268
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    • 2020
  • Mixed-matrix carbon molecular sieve membranes containing conventional and hierarchically structured 5A were synthesized for application in oxygen (O2)/nitrogen (N2) separation. In general, incorporating 5A fillers into porous carbon matrices dramatically increased the permeability of the membrane with a marginal decrease in selectivity, resulting in very attractive O2/N2 separation performances. Hierarchical zeolite 5A, which contains both microporous and mesoporous domains, improved the separation performance further, indicating that the mesopores in the zeolite can serve as an additional path for rapid gas diffusion without sacrificing O2/N2 selectivity substantially. This facile strategy successfully and cost-effectively pushed the performance close to the Robeson upper bound. It produced high performance membranes based on Matrimid® 5218 polyimide and zeolite 5A, which are inexpensive commercial products.

A Study on Correlation Between Separation and Orientation of Fibres During Compression Molding of Long Fibre-Reinforced Polymeric Composites (장섬유강화 고분자복합판의 압축성형에 있어서 섬유의 분리와 배향의 상관관계에 관한 연구)

  • 이동기;유정훈;김이곤
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.17 no.1
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    • pp.62-68
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    • 1993
  • During compression molding of fibre-reinforced thermoplastics, the two main problems such as the fibre-matrix separation and the fibre orientation are produced by the flow state. As the molded product tends to be nonhomogeneous and anisotropic due to the separation and the orientation, it is necessary to clarify these in relation to the molding process variables and the fibre structure (fibre entanglement). If the entanglement of fibre structure is strong, the separation increases and the orientation is not easily aligned. Namely, these are inseparably related to each other. The correlation between the separation and the orientation have to be clarified for designing the fibre structure. In this paper, the degree of nonhomogeneity which is a measure of the separation is obtained using one-dimensional rectangular shaped part compression molding. And the orientation function is defined and measured by the image processing using soft X-rayed photograph and image scanner. Correlation between the degree of nonhomogeneity and the orientation function is discussed.

Radiochemical separation of 89Zr: a promising radiolabel for immuno-PET

  • Vyas, Chirag K.;Park, Jeong Hoon;Yang, Seung Dae
    • Journal of Radiopharmaceuticals and Molecular Probes
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    • v.2 no.1
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    • pp.43-50
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    • 2016
  • $^{89}Zr$ with the favorable nuclear decay kinetics and chemical properties is an appealing radiometal for its application in immuno-PET using radiolabeled monoclonal antibodies. Rising demand of ultrahigh purity and high-specific activity $^{89}Zr$ has propelled the radiochemist worldwide to develop an overall efficacious method for its promising separation from the target matrix $^{89}Y$. The requirement of elevated radiochemical purity (${\geq}$ 99.99%) has accelerated the efforts since last two decades to achieve higher decontamination and separation factors of carrier free $^{89}Zr$ over $^{89}Y$ using several suitable separation techniques. However, each of the technique has its own pros and cons which prior to its actual medical application needs to be optimized and thoroughly scrutinized to avoid further complications during radiolabelling of the pharmaceuticals. In this short review article we will specifically consider as well focus on the historical development and the recent advances on the radiochemical separation of $^{89}Zr$ from $^{89}Y$ which will be helpful for the separation scientist involved in this area to understand the existing available means and plan the strategy to investigate and develop the novel techniques to overcome the problems involved in the present methods.

A Consideration on the Identifiability for Blind Signal Separation in MIMO LTI Channels (MIMO LTI 채널에서의 블라인드 신호분리시의 식별성에 대한 고찰)

  • Kwon, Soon-Man;Kim, Seog-Joo;Lee, Jong-Moo;Kim, Choon-Kyung;Cho, Chang-Hee
    • Proceedings of the KIEE Conference
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    • 2004.11c
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    • pp.265-267
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    • 2004
  • A blind separation problem in a multiple-input-multiple-output (MIMO) linear time-invariant (LTI) system with finite-alphabet inputs is considered. A discrete-time matrix equation model is used to describe the input-output relation of the system in order to make full use of the advantages of modern digital signal processing techniques. At first, ambiguity problem is investigated. Then, based on the results of the investigation, a new identifiability condition is proposed for the case of an input-data set which is widely used in digital communication. A probability bound such that an arbitrary input matrix satisfies the identifiability condition is derived. Finally, Monte-Carlo simulation is performed to demonstrate the validity of our suggestions.

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Improvement of convergence speed in FDICA algorithm with weighted inner product constraint of unmixing matrix (분리행렬의 가중 내적 제한조건을 이용한 FDICA 알고리즘의 수렴속도 향상)

  • Quan, Xingri;Bae, Keunsung
    • Phonetics and Speech Sciences
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    • v.7 no.4
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    • pp.17-25
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    • 2015
  • For blind source separation of convolutive mixtures, FDICA(Frequency Domain Independent Component Analysis) algorithms are generally used. Since FDICA algorithm such as Sawada FDICA, IVA(Independent Vector Analysis) works on the frequency bin basis with a natural gradient descent method, it takes much time to converge. In this paper, we propose a new method to improve convergence speed in FDICA algorithm. The proposed method reduces the number of iteration drastically in the process of natural gradient descent method by applying a weighted inner product constraint of unmixing matrix. Experimental results have shown that the proposed method achieved large improvement of convergence speed without degrading the separation performance of the baseline algorithms.

High Temperature Microporous Membrane by Thermally Induced Phase Separation (TIPS) Process

  • 황정림;김성수;김재진;김은영
    • Proceedings of the Membrane Society of Korea Conference
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    • 1992.10a
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    • pp.41-42
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    • 1992
  • 고내열 및 고내화학적 특성을 갖는 미세다공성 고분자막의 개발을 위한 기초연구가 수행되었다. 본 연구에서는 고분자막 제조기법의 첨단기술로 등장한 열유도상 분리공정(Thermally Induced Phase Separation, 이하 TIPS)이 도입되었다. TIPS 공정은 고분자를 고분자의 용융점을 상회하는 온도에서 매우 미세하게 분산시킬 수 있는 희석제를 고분자와 함께 melt-blending하여 균일한 single phase의 용액을 만들고 이를 적당한 막의 형태로 성형한 후, 가해진 열을 제거하여 냉각시킴에 따라 polymer-rich phase 와 polymer-poor phase 로 구성되는 two phase system으로 상분리를 일으키는 방법이다. 이때 polymer-poor phase를 차지하는 희석제를 제거함에 따라 고분자 matrix 내에는 void volume이 형성되고, 그 결과 고분자 matrix 전체적으로 다공성이 부여되어 고분자막으로서의 기본적인 기능을 갖추게 된다.

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