• 제목/요약/키워드: basis matrix

검색결과 544건 처리시간 0.026초

ITERATIVE FACTORIZATION APPROACH TO PROJECTIVE RECONSTRUCTION FROM UNCALIBRATED IMAGES WITH OCCLUSIONS

  • Shibusawa, Eijiro;Mitsuhashi, Wataru
    • 한국방송∙미디어공학회:학술대회논문집
    • /
    • 한국방송공학회 2009년도 IWAIT
    • /
    • pp.737-741
    • /
    • 2009
  • This paper addresses the factorization method to estimate the projective structure of a scene from feature (points) correspondences over images with occlusions. We propose both a column and a row space approaches to estimate the depth parameter using the subspace constraints. The projective depth parameters are estimated by maximizing projection onto the subspace based either on the Joint Projection matrix (JPM) or on the the Joint Structure matrix (JSM). We perform the maximization over significant observation and employ Tardif's Camera Basis Constraints (CBC) method for the matrix factorization, thus the missing data problem can be overcome. The depth estimation and the matrix factorization alternate until convergence is reached. Result of Experiments on both real and synthetic image sequences has confirmed the effectiveness of our proposed method.

  • PDF

ON SKEW SYMMETRIC OPERATORS WITH EIGENVALUES

  • ZHU, SEN
    • 대한수학회지
    • /
    • 제52권6호
    • /
    • pp.1271-1286
    • /
    • 2015
  • An operator T on a complex Hilbert space H is called skew symmetric if T can be represented as a skew symmetric matrix relative to some orthonormal basis for H. In this paper, we study skew symmetric operators with eigenvalues. First, we provide an upper-triangular operator matrix representation for skew symmetric operators with nonzero eigenvalues. On the other hand, we give a description of certain skew symmetric triangular operators, which is based on the geometric relationship between eigenvectors.

Class function table matrix of finite groups

  • Park, Won-Sun
    • 대한수학회지
    • /
    • 제32권4호
    • /
    • pp.689-695
    • /
    • 1995
  • Let G be a finite group with k distinct conjugacy classes $C_1, C_2, \cdots, C_k$ and F an algebraically closed field such that char$(F){\dag}\left$\mid$ G \right$\mid$$. We denoted by $Irr_F$(G) the set of all irreducible F-characters of G and $Cf_F$(G) the set of all class functions of G into F. Then $Cf_F$(G) is a commutative F-algebra with an F-basis $Irr_F(G) = {\chi_1, \chi_2, \cdots, \chi_k}$.

  • PDF

CE cluster 척도에 의한 생산셀 설계 (Design of Manufacturing Cells with the Converted Entropic Cluster Measure)

  • 정현태
    • 한국경영과학회지
    • /
    • 제17권2호
    • /
    • pp.25-33
    • /
    • 1992
  • Manufacturing cell formation is one of the most important problems faced in designing cellular manufacturing systems. The purpose of this study is to design effective manufacturing cell systems by developing a method which forms machines/parts into optimal machine cells/part families. The 0-1 data matrix structure is used to form a basis for manufacturing cell formation. In this paper, we propose a CE method to reorder the 0-1 data matrix for manufacturing cell formation. The resulting solutions are shown to demonstrate the effectiveness of the CE method.

  • PDF

가려진 얼굴의 인식 (Recognition of Occluded Face)

  • 강현철
    • 한국정보통신학회논문지
    • /
    • 제23권6호
    • /
    • pp.682-689
    • /
    • 2019
  • 부분 기반 영상 표현(part-based image representation)에서는 영상의 부분적인 모습을 기저 벡터로 표현하고 기저 벡터의 선형 조합으로 영상을 분해하며, 이 때 기저 벡터의 계수가 곧 물체의 부분적인 특징을 의미하게 된다. 본 논문에는 부분 기반 영상 표현 기법인 비음수 행렬 분해(non-negative matrix factorization, NMF)를 이용하여 얼굴 영상을 표현하고 신경망 기법을 적용하여 가려진 얼굴을 인식하는 얼굴 인식을 제안한다. 표준 비음수 행렬 분해, 투영 경사 비음수 행렬 분해, 직교 비음수 행렬 분해를 이용하여 얼굴 영상을 표현하였고, 각 기법의 성능을 비교하였다. 인식기로는 학습벡터양자화 신경망을 사용하였으며, 인식기에서의 거리 척도로는 유클리디언 거리를 사용하였다. 실험 결과, 전통적인 얼굴 인식 방법에 비하여 제안한 기법이 가려진 얼굴 인식에 보다 강인함을 보인다.

잔향 환경을 위한 기저집단 빔공간 비음수 행렬 분해 기반의 협대역 지속파 능동 소나 표적 탐지 기법 (Target detection method of the narrow-band continuous-wave active sonar based on basis-group beamspace-domain nonnegative matrix factorization for a reverberant environment)

  • 이석진
    • 한국음향학회지
    • /
    • 제38권3호
    • /
    • pp.290-301
    • /
    • 2019
  • 본 논문에서 제안하는 알고리즘은 수중에서 협대역 지속파 능동 소나를 이용하여 표적 반향음을 탐지하는 문제를 다루고 있다. 능동 소나에서 표적 탐지를 위해 방사한 핑 신호는 주변의 많은 산란체에 의해 반사되는 신호를 만들어내며, 이를 잔향이라 한다. 본 논문에서 제안하는 알고리즘은 잔향 환경에서 낮은 도플러의 표적 반향음을 탐지하는 것을 목표로 한다. 제안하는 알고리즘은 빔공간 다채널 비음수 행렬 분해 기법을 기반으로 하여 방위, 주파수, 시간 기저를 추정하며, 특히 기저를 두 개의 기저집단 -잔향음 기저집단과 반향음 기저집단으로 나누어 독립적으로 추정한다. 제안하는 알고리즘의 성능을 평가하기 위하여 합성된 잔향 신호를 이용하여 시뮬레이션을 진행하였으며, 시뮬레이션 결과 제안하는 알고리즘이 기존의 알고리즘에 비해 향상된 성능을 보이는 것을 확인할 수 있었다.

Single Phase Utility Frequency AC-High Frequency AC Matrix Converter Using One-Chip Reverse Blocking IGBTs based Bidirectional Switches

  • Hisayuki, Sugimura;Kwon, Soon-Kurl;Lee, Hyun-Woo;Mutsuo, Nakaoka
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2006년도 추계학술대회 논문집 전기기기 및 에너지변환시스템부문
    • /
    • pp.125-128
    • /
    • 2006
  • This paper presents a novel type soft switching PWM power frequency AC-AC converter using bidirectional active switches or single phase utility frequency AC-high frequency AC matrix converter. This converter can directly convert utility frequency AC (UFAC, 50Hz/60Hz) power to high frequency AC (HFAC) power ranging more than 20kHz up to 100kHz. A novel soft switching PWM prototype of high frequency multi-resonant PWM controlled UFAC-HFAC matrix converter using antiparallel one-chip reverse blocking IGBTs manufactured by IXYS corp. is based on the soft switching resonance with asymmetrical duty cycle PWM strategy. This single phase UFAC-HFAC matrix converter has some remarkable features as electrolytic capacitor DC busline linkless topology, unity power factor correction and sine-wave line current shaping, simple configuration with minimum circuit components, high efficiency and downsizing. This series load resonant UFAC-HFAC matrix converter, incorporating bidirectional active power switches is developed and implemented for high efficiency consumer induction heated food cooking appliances in home uses and business-uses. Its operating performances as soft switching operating ranges and high frequency effective power regulation characteristics are illustrated and discussed on the basis of simulation and experimental results.

  • PDF

EFFICIENT ALGORITHMS FOR COMPUTING THE MINIMAL POLYNOMIALS AND THE INVERSES OF LEVEL-k Π-CIRCULANT MATRICES

  • Jiang, Zhaolin;Liu, Sanyang
    • 대한수학회보
    • /
    • 제40권3호
    • /
    • pp.425-435
    • /
    • 2003
  • In this paper, a new kind of matrices, i.e., $level-{\kappa}$ II-circulant matrices is considered. Algorithms for computing minimal polynomial of this kind of matrices are presented by means of the algorithm for the Grobner basis of the ideal in the polynomial ring. Two algorithms for finding the inverses of such matrices are also presented based on the Buchberger's algorithm.

The DOA Estimation of Wide Band Moving Sources

  • Cho, Mun-Hyeong
    • Journal of information and communication convergence engineering
    • /
    • 제5권1호
    • /
    • pp.12-16
    • /
    • 2007
  • In this paper, a new method is proposed for tracking the direction-of-arrival (DOA) of the wideband moving source incident on uniform linear array sensors. DOA is estimated by focusing transformation matrices. To update focusing matrices along with new data snap shots, we use the FAST (Fast Approximate Subspace Tracking) method. Present focusing matrices are constructed by previous signal and its orthogonal basis vectors as well as present signal and its orthogonal basis vectors, which are the left and right singular vectors of the inner product of two approximated matrices. Simulation results are shown to illustrate the performance of the proposed method.

사고대비물질 개인보호구 선정에 관한 연구(2): 노출위해성 매트릭스에 의한 분석 (A Study on Selecting Personal Protective Equipment for Listed Hazardous Chemicals (2): Analysis Using an Exposure Risk Matrix)

  • 한돈희;정상태;김종일;조용성;이청수
    • 한국환경보건학회지
    • /
    • 제42권6호
    • /
    • pp.430-437
    • /
    • 2016
  • Objectives: The new Chemical Control Act from the Korean Ministry of Environment (2014-259) simply states only in basic phrases that every worker handling the listed chemicals should wear personal protective equipment (PPE) and does not consider the different hazard characteristics of particular chemicals or work types. The purpose of this study was to produce an exposure risk matrix and assign PPE to the categories of this matrix, which would be useful for revising the act to suggest PPE to suit work types or situations. Methods: An exposure risk matrix was made using hazard ranks of chemicals and workplace exposure risks in the previous study. For the 20 categories of exposure risk matrix PPE, levels A, B, C, D as classified by OSHA/EPA were assigned. After 69 hazardous chemicals were divided into 11 groups according to their physiochemical characteristics, respirators, chemical protective clothing (CPC), gloves and footwear were suggested on the basis of the assigned PPE levels. Results: PPE table sheets for the 11 groups were made on the basis of work types or situations. Full facepiece or half-mask for level C was recommended in accordance with the exposure risk matrix. Level A was, in particular, recommended for loading or unloading work. Level A PPE should be worn in an emergency involving hydrogen fluoride because of the number of recent related accidents in Korea. Conclusion: PPE assignment according to the exposure risk matrix made by chemical hazards and work type or situation was suggested for the first time. Each type of PPE was recommended for the grouped chemicals. The research will be usefully used for the revision of the Chemical Control Act in Korea.