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Feature Patch Illumination Spaces and Karcher Compression for Face Recognition via Grassmannians 被引量:1
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作者 Jen-Mei Chang Chris Peterson Michael Kirby 《Advances in Pure Mathematics》 2012年第4期226-242,共17页
Recent work has established that digital images of a human face, when collected with a fixed pose but under a variety of illumination conditions, possess discriminatory information that can be used in classification. ... Recent work has established that digital images of a human face, when collected with a fixed pose but under a variety of illumination conditions, possess discriminatory information that can be used in classification. In this paper we perform classification on Grassmannians to demonstrate that sufficient discriminatory information persists in feature patch (e.g., nose or eye patch) illumination spaces. We further employ the use of Karcher mean on the Grassmannians to demonstrate that this compressed representation can accelerate computations with relatively minor sacrifice on performance. The combination of these two ideas introduces a novel perspective in performing face recognition. 展开更多
关键词 grassmannians Karcher Mean Face Recognition ILLUMINATION SPACES Compressions FEATURE PATCHES Principal ANGLES
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HOMOLOGY RIGIDITY OF GRASSMANNIANS
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作者 李方 段海豹 《Acta Mathematica Scientia》 SCIE CSCD 2009年第3期697-704,共8页
Applying the theory of Grbner basis to the Schubert presentation for the cohomology of Grassmannians [2], we extend the homology rigidity results known for the classical Grassmanians to the exceptional cases.
关键词 grassmannians COHOMOLOGY
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Real Hypersurfaces in Complex Two-Plane Grassmannians Whose Jacobi Operators Corresponding to -Directions are of Codazzi Type
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作者 Carlos J. G. Machado Juan de Dios Pérez Young Jin Suh 《Advances in Pure Mathematics》 2011年第3期67-72,共6页
We prove the non-existence of Hopf real hypersurfaces in complex two-plane Grassmannians whose Jacobi operators or the Jacobi corresponding to the directions in the distribution are of Codazzi type if they satisfy a f... We prove the non-existence of Hopf real hypersurfaces in complex two-plane Grassmannians whose Jacobi operators or the Jacobi corresponding to the directions in the distribution are of Codazzi type if they satisfy a further condition. We obtain that that they must be either of type (A) or of type (B) (see [2]), but no one of these satisfies our condition. As a consequence, we obtain the non-existence of Hopf real hypersurfaces in such ambient spaces whose Jacobi operators corresponding to -directions are parallel with the same further condition. 展开更多
关键词 Real HYPERSURFACES Complex Two-Plane grassmannians JACOBI Operators Codazzi TYPE
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超Grassmannian流形上的超Plücker映射
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作者 陈祎家 唐孝敏 《黑龙江大学自然科学学报》 CAS 2024年第1期15-27,共13页
■表示■-维向量空间中的■-维子空间构成的超Grassmannian流形。本文研究超Grassmannian流形上的超Plücker映射,刻画了■和■上的超Plücker映射的齐次坐标矩阵。
关键词 超丛代数 超Grassmannian流形 超Plücker坐标 超Plücker映射
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Hopf Hypersurfaces in Complex Two-Plane Grassmannians with Generalized Tanaka–Webster D-Parallel Shape Operator
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作者 Hyunjin LEE Eunmi PAK Young Jin SUH 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2017年第1期61-70,共10页
In this paper, we consider a new notion of generalized Tanaka Webster З-parallel shape operator for a real hypersurface in a complex two-plane Grassrnannian and prove a non-existence theorem of a real hypersurface.
关键词 Complex two-plane grassmannians real hypersurfaces generalized Tanaka-Webster con-nection parallel shape operator З-parallel shape operator
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Commuting Structure Jacobi Operator for Real Hypersurfaces in Complex Two-plane Grassmannians
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作者 Carlos J.G.MACHADO Juan de Dios PREZ Young Jin SUH 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2015年第1期111-122,共12页
We classify real hypersurfaces in complex two-plane Grassmannians whose structure Jacobi operator commutes either with any other Jacobi operator or with the normal Jacobi operator.
关键词 Real hypersurfaces complex two-plane grassmannians structure Jacobi operator normal Jacobi operator
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Totally real minimal surfaces in complex Grassmannians
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作者 莫小欢 《Chinese Science Bulletin》 SCIE EI CAS 1995年第14期1163-1166,共4页
Given a harmonic map φfrom a Riemann surface M into the complex projectivespace CP^n, by using the -transform associated to the map φ, Chern et al. obtained the se-quence of harmonic maps. We call it a harmonic sequ... Given a harmonic map φfrom a Riemann surface M into the complex projectivespace CP^n, by using the -transform associated to the map φ, Chern et al. obtained the se-quence of harmonic maps. We call it a harmonic sequence. We will say that a harmonicmap φ: M→CP^n is k-orthogonal if k consecutive maps in the harmonic sequence of φ aremutually orthogonal. In particular, φis conformal if and only if φ is 3-orthogonal and, inall cases, φ is at most (n+1)-orthogonal. There are two possible ways in which the 展开更多
关键词 MINIMAL SURFACE COMPLEX GRASSMANNIAN totally real.
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Grassmannian流形上基于高分辨率动态聚焦码本的MIMO信道预测 被引量:3
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作者 李汀 《信号处理》 CSCD 北大核心 2016年第6期724-732,共9页
针对MIMO时变信道下,有限反馈发射预编码存在反馈延迟的问题,提出将多数据流空间复用传输的MIMO信道的主右奇异矩阵的列空间建模于n维复欧氏空间上p维子空间的集合Grassmannian流形Gn,p上,利用Grassmannian流形的测地线对时变信道进行... 针对MIMO时变信道下,有限反馈发射预编码存在反馈延迟的问题,提出将多数据流空间复用传输的MIMO信道的主右奇异矩阵的列空间建模于n维复欧氏空间上p维子空间的集合Grassmannian流形Gn,p上,利用Grassmannian流形的测地线对时变信道进行跟踪预测,以补偿反馈延迟对于系统性能的影响。在此基础上,从Grassmannian流形的几何特性入手,针对Grassmannian流形的切空间提出了一种高分辨率动态聚焦的多维切空间码本。计算机仿真表明,Grassmannian流形上基于高分辨率动态聚焦码本的有限反馈预测预编码的系统性能明显优于存在反馈延迟的无记忆有限反馈预编码和采用固定码本的有限反馈预测预编码。 展开更多
关键词 MIMO系统 时变信道 Grassmannian流形 预编码
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多用户干扰信道下建模于流形上的联合干扰对齐预编码 被引量:1
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作者 李汀 《数据采集与处理》 CSCD 北大核心 2017年第6期1115-1124,共10页
首先从子空间对齐的角度将干扰信号功率和有用信号功率联合优化的问题建模于Grassmannian流形上,有约束的最优化问题被转化为降维的无约束的最优化问题。然后利用Grassmannian流形的几何特性,提出了一种基于Grassmannian流形上共轭梯度... 首先从子空间对齐的角度将干扰信号功率和有用信号功率联合优化的问题建模于Grassmannian流形上,有约束的最优化问题被转化为降维的无约束的最优化问题。然后利用Grassmannian流形的几何特性,提出了一种基于Grassmannian流形上共轭梯度算法的联合干扰对齐预编码方案。计算机仿真表明,该算法兼顾干扰信号功率的最小化和有用信号功率的最大化,可以有效提高系统的和速率性能,而且该算法可以有效解决Grassmannian流形上最陡下降算法每次寻优的90°转折问题,具有更高的收敛速度。 展开更多
关键词 多用户干扰信道 干扰对齐 Grassmannian流形 最优化算法
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多天线有限反馈系统下基于Grassmannian流形的信道预测
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作者 李汀 李飞 《上海交通大学学报》 EI CAS CSCD 北大核心 2016年第5期750-756,共7页
针对时变信道下多天线有限反馈预编码系统存在反馈延迟的问题,在充分利用信道的时域相关性的基础上,提出将多天线时域相关信道的方向向量建模于Grassmannian流形上,利用Grassmannian流形的测地线对时变信道进行跟踪预测,以补偿反馈延迟... 针对时变信道下多天线有限反馈预编码系统存在反馈延迟的问题,在充分利用信道的时域相关性的基础上,提出将多天线时域相关信道的方向向量建模于Grassmannian流形上,利用Grassmannian流形的测地线对时变信道进行跟踪预测,以补偿反馈延迟对于系统性能的影响.同时,从Grassmannian流形的几何特性入手,针对Grassmannian流形的切空间提出了一种自适应的高分辨率动态聚焦码本.计算机仿真表明,基于Grassmannian流形的信道预测预编码的系统性能明显优于无记忆量化预编码,而且采用高分辨率动态聚焦码本对时变信道的跟踪性能也优于采用固定码本的信道预测. 展开更多
关键词 多天线系统 时变信道 有限反馈 Grassmannian流形
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3D MIMO系统下水平和垂直维联合预编码的研究 被引量:8
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作者 白帆 李汀 +1 位作者 李飞 郑宝玉 《信号处理》 CSCD 北大核心 2016年第9期1093-1100,共8页
第五代(5G)移动通信网络将会在很大程度上提高无线通信的速率。由于多入多出系统(MIMO)能够满足5G网络中对信息速率越来越高的要求,现在正受到广泛的关注。然而,传统意义的二维(2D)MIMO技术仅仅能控制水平维的波束。为了满足5G的需求,... 第五代(5G)移动通信网络将会在很大程度上提高无线通信的速率。由于多入多出系统(MIMO)能够满足5G网络中对信息速率越来越高的要求,现在正受到广泛的关注。然而,传统意义的二维(2D)MIMO技术仅仅能控制水平维的波束。为了满足5G的需求,需要引入能同时考虑水平维和垂直维波束的三维(3D)MIMO技术。本文基于3D MIMO信道模型,在分析3D MIMO信道相关性的基础上,针对发射相关和接收相关矩阵在水平维和垂直维的分解,提出了一种利用3D MIMO信道相关性的有限反馈预编码方案。并在此基础上,结合2D MIMO信道下的DFT码本和Grassmannian码本,提出了两种新的3D MIMO信道下的码本。实验结果表明,提出的3D MIMO预编码方案整体性能优于传统2D MIMO和现有的3D MIMO预编码方案。在3D MIMO系统中,由于可以动态调节天线的下倾角,故充分发掘了空间三维自由度。3D MIMO预编码技术减小小区间干扰,增加了系统容量,有效地提高了整个通信系统的性能。 展开更多
关键词 第五代移动通信 三维MIMO 预编码 DFT码本 Grassmannian码本
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LTE系统下行预编码仿真研究
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作者 陈发堂 李方桃 赵宏炜 《广东通信技术》 2014年第10期54-56,72,共4页
LTE技术相比3G通信技术有更快的传输速率,更小的延迟率,更大的带宽。LTE技术相比3G通信技术有更好的用户体验。主要研究LTE物理下行共享信道中的预编码技术,重点研究基于Grassmannian码本和DFT码本的预编码算法。通过MATLAB仿真平台实... LTE技术相比3G通信技术有更快的传输速率,更小的延迟率,更大的带宽。LTE技术相比3G通信技术有更好的用户体验。主要研究LTE物理下行共享信道中的预编码技术,重点研究基于Grassmannian码本和DFT码本的预编码算法。通过MATLAB仿真平台实验对比发现,基于Grassmannian码本的预编码算法有更好的性能。 展开更多
关键词 LTE 预编码 MATLAB Grassmannian码本
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基于Grassmannian流形的自适应量化方案
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作者 马莉 解培中 李汀 《计算机技术与发展》 2015年第6期219-223,共5页
文中研究了有限反馈MIMO系统中基于Grassmannian流形的自适应量化问题。由于反馈延迟的存在,接收端量化的信道状态信息在反馈回发送端时已经过期。文中提出一种建立在Grassmannian流形上的预测算法,利用信道的时间相关性来预测下一时刻... 文中研究了有限反馈MIMO系统中基于Grassmannian流形的自适应量化问题。由于反馈延迟的存在,接收端量化的信道状态信息在反馈回发送端时已经过期。文中提出一种建立在Grassmannian流形上的预测算法,利用信道的时间相关性来预测下一时刻的信道状态信息,以补偿延迟,改善系统性能。为了进一步提高时变信道的量化分辨率,提出动态码本的自适应量化方案,即每一个量化时刻k都会产生一个与该时刻真实值最接近的码本。仿真结果表明,该算法能够提高速率,改善系统性能。 展开更多
关键词 有限反馈 MIMO Grassmannian流形 预测 自适应量化
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THE EXTENDED SOLUTIONS OF PLURIHARMONIC MAPS INTO COMPLEX GRASSMANNIAN MANIFOLDS
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作者 潮小李 《Acta Mathematica Scientia》 SCIE CSCD 1999年第2期168-174,共7页
In this paper, the extended solutions of some pluriharmonic maps into complex Grassmannian manifolds will be given.
关键词 extended solution pluriharmonic map Grassmannian manifold
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Planar matrices and arrays of Feynman diagrams
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作者 Freddy Cachazo Alfredo Guevara +1 位作者 Bruno Umbert Yong Zhang 《Communications in Theoretical Physics》 SCIE CAS CSCD 2024年第3期15-32,共18页
Recently,planar collections of Feynman diagrams were proposed by Borges and one of the authors as the natural generalization of Feynman diagrams for the computation of k=3 biadjoint amplitudes.Planar collections are o... Recently,planar collections of Feynman diagrams were proposed by Borges and one of the authors as the natural generalization of Feynman diagrams for the computation of k=3 biadjoint amplitudes.Planar collections are one-dimensional arrays of metric trees satisfying an induced planarity and compatibility condition.In this work,we introduce planar matrices of Feynman diagrams as the objects that compute k=4 biadjoint amplitudes.These are symmetric matrices of metric trees satisfying compatibility conditions.We introduce two notions of combinatorial bootstrap techniques for finding collections from Feynman diagrams and matrices from collections.As applications of the first,we find all 693,13612 and 346710 collections for(k,n)=(3,7),(3,8)and(3,9),respectively.As applications of the second kind,we find all90608 and 30659424 planar matrices that compute(k,n)=(4,8)and(4,9)biadjoint amplitudes,respectively.As an example of the evaluation of matrices of Feynman diagrams,we present the complete form of the(4,8)and(4,9)biadjoint amplitudes.We also start a study of higher-dimensional arrays of Feynman diagrams,including the combinatorial version of the duality between(k,n)and(n-k,n)objects. 展开更多
关键词 Feynman diagrams biadjoint amplitudes tropical Grassmannian
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Symplectic Conditions on Grassmannian,Flag,and Schubert Varieties
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作者 Jiajun Xu Guanglian Zhang 《Communications in Mathematical Research》 CSCD 2024年第2期154-190,共37页
In this paper,a description of the set-theoretical defining equations of symplectic(type C)Grassmannian/flag/Schubert varieties in corresponding(type A)algebraic varieties is given as linear polynomials in Plucker coo... In this paper,a description of the set-theoretical defining equations of symplectic(type C)Grassmannian/flag/Schubert varieties in corresponding(type A)algebraic varieties is given as linear polynomials in Plucker coordinates,and it is proved that such equations generate the defining ideal of variety of type C in those of type A.As applications of this result,the number of local equations required to obtain the Schubert variety of type C from the Schubert variety of type A is computed,and further geometric properties of the Schubert variety of type C are given in the aspect of complete intersections.Finally,the smoothness of Schubert variety in the non-minuscule or cominuscule Grassmannian of type C is discussed,filling gaps in the study of algebraic varieties of the same type. 展开更多
关键词 Grassmannian variety generalized flag variety Schubert variety Plucker embedding complete intersection.
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Verlinde/Grassmannian Correspondence and Rank 2 δ-Wall-Crossing
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作者 Yongbin Ruan Ming Zhang 《Peking Mathematical Journal》 CSCD 2023年第1期217-306,共90页
Motivated by Witten’s work,we propose a K-theoretic Verlinde/Grassmannian correspondence which relates the GL Verlinde numbers to the K-theoretic quasimap invariants of the Grassmannian.We recover these two types of ... Motivated by Witten’s work,we propose a K-theoretic Verlinde/Grassmannian correspondence which relates the GL Verlinde numbers to the K-theoretic quasimap invariants of the Grassmannian.We recover these two types of invariants by imposing different stability conditions on the gauged linear sigma model associated with the Grassmannian.We construct two families of stability conditions connecting the two theories and prove two wall-crossing results.We confirm the Verlinde/Grassmannian correspondence in the rank two case. 展开更多
关键词 Verlinde/Grassmannian correspondence Quantum K-theory Gauged linear sigma model
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基于Grassmannian流形共轭梯度算法的干扰对齐方案
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作者 李汀 赵娟 《扬州大学学报(自然科学版)》 CAS 北大核心 2017年第4期58-62,共5页
在Grassmannian流形Gn,p上对多用户多入多出(multiple input multiple output,MIMO)干扰系统中的发射子空间和干扰子空间进行建模,使得复欧氏空间中有约束的最优化问题转化为Grassmannian流形上降维的无约束最优化问题.利用微分流形的... 在Grassmannian流形Gn,p上对多用户多入多出(multiple input multiple output,MIMO)干扰系统中的发射子空间和干扰子空间进行建模,使得复欧氏空间中有约束的最优化问题转化为Grassmannian流形上降维的无约束最优化问题.利用微分流形的几何特性设计Grassmannian流形上的共轭梯度干扰对齐算法,交替迭代优化发射预编码矩阵和接收滤波矩阵.仿真结果表明:该算法的收敛性能优越,用户干扰的残余功率小,系统的传输速率及频谱效率高. 展开更多
关键词 MIMO系统 干扰对齐 Grassmannian流形 预编码
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Schubert Class and Cyclotomic NilHecke Algebras
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作者 Kai Zhou Jun Hu 《Algebra Colloquium》 SCIE CSCD 2021年第3期379-398,共20页
Let l and n be positive integers such that l≥n,and let Gn,l be the Grassmannian which consists of the set of n-dimensionsil subspaces of C^(l),There is a Z-graded algebra isomorphism between the cohomology H*(Gn,l,Z)... Let l and n be positive integers such that l≥n,and let Gn,l be the Grassmannian which consists of the set of n-dimensionsil subspaces of C^(l),There is a Z-graded algebra isomorphism between the cohomology H*(Gn,l,Z)of Gn,l and a natural Z-form B of the Z-graded basic algebra of the type A cyclotomic nilHecke algebraH^(0)l,n=<ψ1,…ψn-1,y1,…,yn>.We show that the isomorphism can be chosen such that the image of each(geometrically defined)Schubert class(a1,...,an)coincides with the basis element bλconstructed by Hu and Liang by purely algebraic method,where 0≤q1≤q2≤…≤an≤l-n with ai∈Z for each i,andλis the l-€-multipartition of n associated to(l+1-(an+n),l+1-(an-1+n-),...,l+1-(a1+1)).A similar correspondence between the Schubert class basis of the cohomology of the Grassmanni-an Gl-n,l and the bλ's basis(λis anl-multipartition of n with each component being either(1)or empty)of the natural Z-form B of the Z-graded basic algebra of H^(0)_(l,n)is also obtained.As an application,we obtain a second version of the Giambelli formula for Schubert classes. 展开更多
关键词 cyclotomic nilHecke algebras grassmannians Schur polynomials
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Grassmannian precoding MU-MIMO scheme 被引量:1
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作者 FANG Shu LI Li-hua ZHANG Ping 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2008年第3期105-109,117,共6页
In this article, a Grassmannian precoding multiuser multiple-input multiple-output (MU-MIMO) scheme for downlink transmission is proposed. The proposed MU-MIMO scheme will perform scheduling and precoding simultaneo... In this article, a Grassmannian precoding multiuser multiple-input multiple-output (MU-MIMO) scheme for downlink transmission is proposed. The proposed MU-MIMO scheme will perform scheduling and precoding simultaneously at the base station, to obtain both the multiuser diversity gain and the precoding gain, to maximize the system capacity. The precoding method is related to Grassmannian precoding, which extends the point-to-point single-user Grassmannian precoding to point-to-multipoint multiuser Grassmannian precoding. It provides further significant system capacity enhancement than the single user MIMO (SU-MIMO) system and also outperforms the block dia^onalization (BD) algorithm under the same simulation environment. 展开更多
关键词 multiuser MIMO cochannel interference Grassmannian precoding
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