• 제목/요약/키워드: transfer vector

검색결과 462건 처리시간 0.037초

Infrared Target Recognition using Heterogeneous Features with Multi-kernel Transfer Learning

  • Wang, Xin;Zhang, Xin;Ning, Chen
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권9호
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    • pp.3762-3781
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    • 2020
  • Infrared pedestrian target recognition is a vital problem of significant interest in computer vision. In this work, a novel infrared pedestrian target recognition method that uses heterogeneous features with multi-kernel transfer learning is proposed. Firstly, to exploit the characteristics of infrared pedestrian targets fully, a novel multi-scale monogenic filtering-based completed local binary pattern descriptor, referred to as MSMF-CLBP, is designed to extract the texture information, and then an improved histogram of oriented gradient-fisher vector descriptor, referred to as HOG-FV, is proposed to extract the shape information. Second, to enrich the semantic content of feature expression, these two heterogeneous features are integrated to get more complete representation for infrared pedestrian targets. Third, to overcome the defects, such as poor generalization, scarcity of tagged infrared samples, distributional and semantic deviations between the training and testing samples, of the state-of-the-art classifiers, an effective multi-kernel transfer learning classifier called MK-TrAdaBoost is designed. Experimental results show that the proposed method outperforms many state-of-the-art recognition approaches for infrared pedestrian targets.

레트로바이러스를 이용한 Tissue Inhibitor of Metalloproteinase-2 유전자 발현이 대장암 세포의 전이 및 종양형성에 미치는 영향 (Anti-tumorigenic and Invasive Activity of Colon Cancer Cells Transfected with the Retroviral Vector Encoding Tissue Inhibitor of Metalloproteinase-2)

  • 오일웅;정자영;장석기;이수해;김연수;손여원
    • 약학회지
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    • 제48권3호
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    • pp.189-196
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    • 2004
  • Matrix metalloproteinases (MMPs) and tissue inhibitors of MMPs (TIMPs) playa key role in tumor invasion and metastasis. As an inhibitor of MMP-2, TIMP-2 is known to block both the invasive and metastatic behavior of cancer cells, and decrease tumor growth activity. We performed this study to investigate the effects of TIMP-2 over-expression induced by retroviral mediated gene transfer in vitro and in vivo. The human colon cancer cell line SW480 was transfected with the retroviral vector encoding TIMP-2. The effects of TIMP-2 over-expression were analyzed by invasion assay and gelatinase activity test in colon cancer cells and tumorigencity in nude mice. In evaluation of the transfection efficiency of the retroviral vector encoding TIMP-2 in colon cancer cells, we confirmed up-regulation of TIMP-2 expression dependent on the time of cell culture. In addition, inhibition of MMP-2 expression in SW480/TIMP-2 was shown by gelatin zymography. In the in vitro invasion assay SW480/TIMP-2 inhibited the invasiveness on matrigel coated with collagen. To determine whether TIMP-2 can modulate in vivo tumorigenicity and metastasis, SW480/TIMP-2 cells were injected subcutaneously in nude mice. The tumor mass formation of SW480/TIMP-2 cells in nude mice was markedly decreased compared to nontransfected cancer cells. These results showed that colon cancer cells transfected with the retroviral vector encoding TIMP-2 inhibits the invasiveness in vitro and tumorigenicity in vivo.

식혜(食醯) 생산(生産)라인의 공정(工程)/배치(配置) 설계(設計)에 대한 사례 연구 (A Case Study for a Process/Layout Design of a Sikhye Production Line)

  • 양문희
    • 산업공학
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    • 제16권4호
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    • pp.450-462
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    • 2003
  • In this paper, we deal with a process and layout design for producing a planned amount of Sikhye in a given limited time period under a reasonable production schedule. We represent a Sikhye production line as a vector N, the element of which denotes the number of tanks required in each process and our objective is to find an appropriate vector which minimizes the total investment cost. We suggest a systematic method for finding an appropriate N and an appropriate layout to N. In detail, first, we decide the required sequence of processes and the required operations for each process and we estimate standard operating times. Second, constructing a precedence diagram, we find a critical path in order to reduce the total production lead time for a batch of Sikhye. Third, given a limited N space, we manage to construct manually each production schedule using both the processing times of the critical operations and transfer times. Finally, we find an optimal vector N which gives a minimum investment cost and meets both the time constraint and quantity constraint. In addition, with the estimated relative size of each tank, we suggest an appropriate conceptual layout design including an expansion area for future demands, based on the span technique used in the field of architectural design.

선형회로에 있어서의 결함식별 매트릭스 (Fault Identification Matrix in Linear Networks)

  • 임광호
    • 대한전자공학회논문지
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    • 제9권1호
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    • pp.17-24
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    • 1972
  • 단순한 외부 측정만으로써 수동 및 능동 회로망에서의 한개의 결함요소(Faulty Element)를 결정하기위해서 벡터를 이용한 한 방법을 연구했다. 큰 회로망은 몇개의 작은 회로망이 연결되었다고 생각할 수 있다. 여러 주파수에서의 전달 함수의 크기와 회로요소의 변화와의 사이에서 일어나는 관계를 이용함으로써 Fault Simulation Curve를 그릴 수 있다. 이곡선으로부터 결함식별영역(Fault Identification Region)을 정의한다. 정의된 결함식별영역에 따라 결함시별 매트릭스(Fault Irlentification Matrix)가 형성된다. 어떤 회로로부터 측정된 치를 성분으로하는 벡터를 결함식별 매트릭스에 곱해줌으로써 다른 한개의 벡터를 유도하는데 이유도된 벡터의 성분이 회로의 결함요소를 식별해주는 것이다. 결함식별방법을 위한 한 시험절차가 계시되고 실험에 의하여 입증되었다.

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UNCERTAINTIES IN AMV ESTIMATION

  • Sohn, Eun-Ha;Cho, Hee-Je;Ou, Mi-Lim;Kim, Yoon-Jae
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2007년도 Proceedings of ISRS 2007
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    • pp.153-155
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    • 2007
  • Korea Meteorological Administration (KMA) has operationally produced Atmospheric Motion Vector (AMV) from the consecutive MTSAT-1R satellite image dataset. Comparing with radiosonde data, our current AMV scheme shows more than 10 m/s RMSE. Therefore we need to improve continuously its accuracy. Many AMV producers have stated that the bad performance of the Height Assignment (HA) algorithm is the main reason of degrading the accuracy of AMV. The uncertainties in AMV HA can occur in the algorithm itself, used NWP profiles, and the performance of Radiative Transfer Model (RTM) etc. This study introduces currently operated AMV HA schemes and the impacts of NWP profile data and RTM that these schemes use were investigated. Finally we analyzed the relationship between vectors by vector tracking and heights assigned to each vector by using collocated wind profile dataset with radiosonde data. This study is a preliminary work to improve the accuracy of AMV by removing or decreasing the uncertainties in AMV estimation.

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영상태 벡터를 사용하지 않는 매트릭스 컨버터의 공통모드 전압 저감에 관한 연구 (The Reduction of Common-Mode Voltage in Matrix Converter without Using Zero Space Vector)

  • 윈민항;이홍희;정의헌;전태원;김흥근
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2005년도 전력전자학술대회 논문집
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    • pp.638-642
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    • 2005
  • This paper proposes a modified space-vector pulse width modulation (PWM) strategy which can restrict the common-mode voltage for three-phase to three-phase matrix converter and still keep sinusoidal input and output waveforms and unity power factor at the input side. The proposed control method has been developed based on contributing the appropriate space vectors instead of using zero space vectors. The advantages of this proposed method is to reduce the peak value of common-mode voltage to 42% beside the lower high harmonic components as compared to the conventional SVM method. Hence, the new table is also presented with the new space vector rearrangement. Furthermore, the voltage transfer ratio is unaffected by the proposed method. A simulation of the overall system has been carried out to validate the advantages of the proposed method.

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벡터 회로망 분석기 측정을 기반으로 한 3상 변압기의 시간영역 펄스 신호에 대한 응답 분석 (The Response to Impulse Signal on Three Phase Transformer using Vector Network Analyzer)

  • 김광호;정종만;나완수
    • KEPCO Journal on Electric Power and Energy
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    • 제1권1호
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    • pp.79-84
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    • 2015
  • Transformer is widely used element on power system and industrial area. Especially the transformers installed at power system are exposed to an environment of arbitrary changed. Thus the prediction of degradation and the analysis of response to impulse are important. To conduct those works, the electrical characteristics of system should be analyzed, effectively. But the analysis of electrical characteristic in electric machine level such as pole and pad-mounted transformer is almost no, thus commercial VNA (Vector Network Analyzer) is used to getting the response in wide frequency range. However, the output power of VNA is usually under 10mW, so verification for effectiveness of measuring electrically large component should be conducted, firstly. Next, after getting total S-parameter of transformer, predicting impulse response can be performed in time-domain with circuit simulator. In this paper, it is introduced that verification effectiveness of VNA using transfer function from SFRA (Sweep Frequency Response Analyzer), firstly. Next, total S-parameter, six by six matix form, was built using measured 2 port S-parameter from vector network analyzer. To get the response to impulse which is defined by IEC 60060-1, time-domain simulation is conducted to ADS (Advenced Design System) circuit simulator.

Hypersonic 뭉뚝 물체 흐름에 적용된 CFD (Computational Fluid Dynamics Applied to Hypersonic Blunt Body Flows)

  • 백두성;한영출;하영민;김득상
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2001년도 춘계학술대회논문집E
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    • pp.311-316
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    • 2001
  • The thin-layer Navier-Stokes equations are solved for the hypersonic flow over blunt cone configurations with applications to laminar as well as turbulent flows. The equations are expressed in the forms of flux-vector splitting and explicit algorithm. The upwind schemes of Steger-Warming and van Leer are investigated in their ability to accurately predict the heating loads along the surface of the body. A comparison with the second order extensions of these schemes is made and a hybrid scheme incorporating a combination of central differencing and flux-vector-splitting is presented. This scheme is also investigated in its ability to accurately predict heat transfer distributions.

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자유 음장에서 빔형성 방법을 이용한 음향 임피던스 측정 (Measurement of the acoustic impedance by using beamforming method in a free-field)

  • 선종천;신창우;백순권;강연준
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2007년도 추계학술대회논문집
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    • pp.969-974
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    • 2007
  • In this paper, a beamforming technique is introduced to measure the acoustic impedance at both normal and oblique incidence in a free field. The acoustic impedance is obtained by separating incident and reflected signals using the adaptive nulling method which is one of the various beamforming algorithms. To obtain better results, pressure vector commonly used in array signal processing is replaced with the transfer function vector between each microphone and the white Gaussian noise is suppressed by a wavelet shrinkage technique. The experiments conducted in a semi-anechoic room show that the proposed method is efficient and accurate in measuring the acoustic impedance of sound absorbing materials under a free field condition.

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Retroviral Gene Expression in Spermatogonial Stem Cells during Long-term Culture

  • Jeong, Dong Kee;Griswold, Michael D.
    • Asian-Australasian Journal of Animal Sciences
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    • 제20권7호
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    • pp.1015-1022
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    • 2007
  • The spermatogonial stem cell (SSCs) is unique in that it is the only cell in the adult male that can contribute genes to a subsequent generation. Permanent modification of the germ cell line may be realized if stem cells could be cultured, transfected with unique genes, and then transplanted into recipient testes. We developed a culture system that supported long-term viability of SSCs. We used a retrovirus vector (pMSCV including ${\beta}$-galactosidase) to stably transfect spermatogonia following long-term culture using the system developed. Expression of the reporter gene ${\beta}$-galactosidase controlled by the retroviral vector was stable in long-term cultured SSCs. We confirmed the retroviral-mediated ${\beta}$-galactsidase gene could be expressed in germ cells in recipient mice following SSCs transplantation.