林秋华

个人信息Personal Information

教授

博士生导师

硕士生导师

性别:女

毕业院校:大连理工大学

学位:博士

所在单位:信息与通信工程学院

学科:信号与信息处理

联系方式:84706002-3326; 84706697

电子邮箱:qhlin@dlut.edu.cn

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COUPLED RANK-(L-m, L-n, .) BLOCK TERM DECOMPOSITION BY COUPLED BLOCK SIMULTANEOUS GENERALIZED SCHUR DECOMPOSITION

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论文类型:会议论文

发表时间:2016-01-01

收录刊物:CPCI-S

页面范围:2554-2558

关键字:Tensor; block term decomposition; coupled tensor decomposition; multi-set data fusion

摘要:Coupled decompositions of multiple tensors are fundamental tools for multi-set data fusion. In this paper, we introduce a coupled version of the rank-(L-m, L-n, .) block term decomposition (BTD), applicable to joint independent subspace analysis. We propose two algorithms for its computation based on a coupled block simultaneous generalized Schur decomposition scheme. Numerical results are given to show the performance of the proposed algorithms.