基于样本互作转换的人脸识别

针对人脸识别问题,因人脸图像具多姿态性、实际样本少等特性,且传统识别方法存在信息利用率低、分类过程繁琐等缺陷。为提高人脸识别精度并简化模型,提出了一种新的多人脸样本互作转换方法,将同时识别多个人脸的多分类问题简化为简单二分类问题,进行统一建模,充分利用图像信息,并基于可交换核函数消除互作样本中因初始样本排列顺序不同带来的影响,然后对产生的新特征进行非线性筛选,最后以简单投票策略对独立测试样本进行类别校正。基于ORL人脸数据库进行仿真,独立测试样本识别准确率高于95%,明显高于参比模型。实验结果表明,样本互作转换能有效简化识别模型,在海量数据识别中具有较好的应用价值。

Bcklund Transformation and Multisoliton Solutions in Terms of Wronskian Determinant for (2+1)-Dimensional Breaking Soliton Equations with Symbolic Computation

In this paper, two types of the （2＋1）-dimensional breaking soliton equations axe investigated, which describe the interactions of the Riemann waves with the long waves. With symbolic computation, the Hirota bilineax forms and Bgcklund transformations are derived for those two systems. Furthermore, multisoliton solutions in terms of the Wronskian determinant are constructed, which are verified through the direct substitution of the solutions into the bilineax equations. Via the Wronskian technique, it is proved that the Bgcklund transformations obtained are the ones between the （ N - 1）- and N-soliton solutions. Propagations and interactions of the kink-/bell-shaped solitons are presented. It is shown that the Riemann waves possess the solitonie properties, and maintain the amplitudes and velocities in the collisions only with some phase shifts.

A Solvable Decorated Ising Lattice Model

A decorated lattice is suggested and the Ising model on it with three kinds of interactions K1, K2, and K3 is studied. Using an equivalent transformation, the square decorated Ising lattice is transformed into a regular square Ising lattice with nearest-neighbor, next-nearest-nelghbor, and four-spin interactions, and the critical fixed point is found at K1 = 0.5769, K2= -0.0671, and K3 = 0.3428, which determines the critical temperature of the system. It is also found that this system and the regular square Ising lattice, and the eight-vertex model belong to the same universality class.

Single‐atom catalysts on metal‐based supports for solar photoreduction catalysis

Metal atoms atomically dispersed on an inorganic metal‐based support compose a unique category of single atom catalysts(SACs)and have important applications in catalytic photoreduction reactions,including H_(2) evolution reaction,CO_(2) reduction reaction,and N_(2) reduction reaction.In this minreview,we summarized the typical metal‐support interaction(M‐SI)patterns for successful anchoring of single‐atom metals on metallic compound supports.Subsequently,the contribution of the dispersed single metal atoms and M‐SI to photocatalytic reactions with improved activity,selectivity,and stability are highlighted,such as by accelerating charge transfer,regulating band structure of the support,acting as the reductive sites,and/or increasing catalytic selectivity.Finally,some challenges and perspectives of future development are proposed.We anticipate that this minireview will be a beneficial supplement for a comprehensive perception of metal‐based material supported SACs and their application in heterogeneous photo‐reductive catalysis.

Corpus, Body, and Sense in Nancy, Deleuze and Charles H. Long

This article investigates the role of the body in Jean-Luc Nancy＇s powerful essay Corpus, and critiques it from the standpoint of Agamben＇s biopolitics. For Nancy, the body becomes the privileged site of both existence and sense in a way that threatens to obscure the logic of exceptional decision that Agamben takes from Carl Schmitt. As an alternative to Nancy＇s understanding of the body, we can see in Deleuze a series of bodies that works in parallel to a series of sense or language, where sense and body do not get collapsed into each other. At the same time, contemporary continental philosophy resists the idealistic separation of thinking and embodiment. Deleuze calls this relation between sense and body a cut, but we could also consider a parallax, following Slavoj Zizek. Finally, African-American historian of religion Charles H. Long＇s work complements some of Deleuze＇s insights in a more explicitly postcolonial context.

Study of nanoscratching of polymers by using molecular dynamics simulations

Molecular dynamic simulations are performed to study the nanoscratching behavior of polymers.The effects of scratching depth,scratching velocity and indenter/polymer interaction strength are investigated.It is found that polymer material in the scratching zone around the indenter can be removed in a ductile manner as the local temperature in the scratching zone exceeds glass transition temperature Tg.The recovery of polymer can be more significant when the temperature approaches or exceeds Tg.The tangential force,normal force and friction coefficient increase as the scratching depth increases.A larger scratching velocity leads to more material deformation and higher pile-up.The tangential force and normal force are larger for a larger scratching velocity whereas the friction coefficient is almost independent of the scratching velocities studied.It is also found that stronger indenter/polymer interaction strength results in a larger tangential force and friction coefficient.

Dynamical Properties of a Diluted Dipolar-Interaction Heisenberg Spin Glass

Up to now the chirality is seldom studied in the diluted spin glass although many investigations have been performed on the site-ordered Edwards-Anderson model. By simulation, we investigate the dynamicaJ properties of both the spin-glass and the chiral-glass phases in a diluted dipolar system, which was manifested to have a spin-glass transition by recent numerical study. By scaling we find that both phases have the same aging behavior and closer aging parameterμ. Similarly, the domains grow in the same way and both phases have a closer barrier exponent g2. It means that both the spins and the chirality have the same dynamical properties and they may freeze at the same temperature.

Green's function calculations of light nuclei

The influence of short-range correlations in nuclei was investigated with realistic nuclear force. The nucleon-nucleon interaction was renormalized with Vlowk technique and applied to the Green's function calculations. The Dyson equation was reformulated with algebraic diagrammatic constructions. We also analyzed the binding energy of 4He, calculated with chiral potential and CD-Bonn potential. The properties of Green's function with realistic nuclear forces are also discussed.