随着生物特征身份认证技术的发展,无接触式掌纹识别的高识别率、低侵犯性和无接触性等优点,使其得到了越来越广泛的关注.为了满足边缘环境下多设备实时高效的处理需求,本文设计了一套基于边缘计算的紧致化掌纹识别框架,分别在终端设备...随着生物特征身份认证技术的发展,无接触式掌纹识别的高识别率、低侵犯性和无接触性等优点,使其得到了越来越广泛的关注.为了满足边缘环境下多设备实时高效的处理需求,本文设计了一套基于边缘计算的紧致化掌纹识别框架,分别在终端设备层、边缘服务器层、云层搭建掌纹识别子系统.在终端设备层采用基于Tiny YOLO-v3的目标识别算法和基于MobilenetV2的关键点定位算法对采集图像进行预处理,提取掌纹ROI(region of interest),并提出识别请求.在边缘服务器层,对接受到的掌纹ROI利用基于对抗度量学习的GoogLeNet模型进行特征提取和特征匹配,在返回识别结果后进行数据同步.在云层,数据中心将会对所有的识别任务记录日志并归入数据库,同时定时训练更新终端设备和边缘设备的网络模型,以提高系统的跨领域识别能力.该框架是一套完整可行的生物特征识别框架,具有广阔的市场前景和应用价值.展开更多
We have performed Monte Carlo simulations of the rotation of single stars and companions of compact objects(The compact objects are white dwarfs(WDs) and neutron stars(NSs)) in close binaries.We present a comparison b...We have performed Monte Carlo simulations of the rotation of single stars and companions of compact objects(The compact objects are white dwarfs(WDs) and neutron stars(NSs)) in close binaries.We present a comparison between the rotation of companions of compact objects and that of single stars.We find that the rotation of the companions of compact objects is on average faster than that of the single stars.According to the distribution of the orbital period and the rotation angular velocity,we find that the rotation of the companions of compact objects is mostly accelerated by stable mass transfer.Tidal forces of the compact object can also affect the rotation of companion.展开更多
Let ∑be a C^3 compact symmetric convex hypersurface in R^8.We prove that when ∑ carries exactly four geometrically distinct closed characteristics,then all of them must be symmetric.Due to the example of weakly non-...Let ∑be a C^3 compact symmetric convex hypersurface in R^8.We prove that when ∑ carries exactly four geometrically distinct closed characteristics,then all of them must be symmetric.Due to the example of weakly non-resonant ellipsoids,our result is sharp.展开更多
In this paper, let ∑ R2n be a symmetric compact convex hypersurface which is （r, R）-pinched with. Then Z carries at least two elliptic symmetric closed characteristics; moreover,∑ carries at least E[n-1/2] ＋ E[n-...In this paper, let ∑ R2n be a symmetric compact convex hypersurface which is （r, R）-pinched with. Then Z carries at least two elliptic symmetric closed characteristics; moreover,∑ carries at least E[n-1/2] ＋ E[n-1/3] non-hyperbolic symmetric closed characteristics.展开更多
Recently, Cristofaro-Gardiner and Hutchings proved that there exist at least two closed characteristics on every compact star-shaped hypersuface in R4. Then Ginzburg, Hein, Hryniewicz, and Macarini gave this result a ...Recently, Cristofaro-Gardiner and Hutchings proved that there exist at least two closed characteristics on every compact star-shaped hypersuface in R4. Then Ginzburg, Hein, Hryniewicz, and Macarini gave this result a second proof. In this paper, we give it a third proof by using index iteration theory, resonance identities of closed characteristics and a remarkable theorem of Ginzburg et at.展开更多
The aim of this work is to understand better the long time behaviour of asymptotically compact random dynamical systems （RDS）, which can be generated by solutions of some stochastic partial differential equations on...The aim of this work is to understand better the long time behaviour of asymptotically compact random dynamical systems （RDS）, which can be generated by solutions of some stochastic partial differential equations on unbounded domains. The conceptual analysis for the long time behavior of RDS will be done through some examples. An application of those analysis will be demonstrated through the proof of the existence of random attractors for asymptotically compact dissipative RDS.展开更多
A new concept of an equi-attractor is introduced, and defined by the minimal compact set that attracts bounded sets uniformly in the past, for a non-autonomous dynam- ical system. It is shown that the compact equi-att...A new concept of an equi-attractor is introduced, and defined by the minimal compact set that attracts bounded sets uniformly in the past, for a non-autonomous dynam- ical system. It is shown that the compact equi-attraction implies the backward compactness of a pullback attractor. Also, an eventually equi-continuous and strongly bounded process has an equi-attractor if and only if it is strongly point dissipative and strongly asymptotically compact. Those results primely strengthen the known existence result of a backward bounded pullback attractor in the literature. Finally, the theoretical criteria are applied to prove the existence of both equi-attractor and backward compact attractor for a Ginzburg-Landau equation with some varying coefficients and a backward tempered external force.展开更多
文摘随着生物特征身份认证技术的发展,无接触式掌纹识别的高识别率、低侵犯性和无接触性等优点,使其得到了越来越广泛的关注.为了满足边缘环境下多设备实时高效的处理需求,本文设计了一套基于边缘计算的紧致化掌纹识别框架,分别在终端设备层、边缘服务器层、云层搭建掌纹识别子系统.在终端设备层采用基于Tiny YOLO-v3的目标识别算法和基于MobilenetV2的关键点定位算法对采集图像进行预处理,提取掌纹ROI(region of interest),并提出识别请求.在边缘服务器层,对接受到的掌纹ROI利用基于对抗度量学习的GoogLeNet模型进行特征提取和特征匹配,在返回识别结果后进行数据同步.在云层,数据中心将会对所有的识别任务记录日志并归入数据库,同时定时训练更新终端设备和边缘设备的网络模型,以提高系统的跨领域识别能力.该框架是一套完整可行的生物特征识别框架,具有广阔的市场前景和应用价值.
基金supported by the National Natural Science Foundation of China (Grant No. 11163005)the Natural Science Foundation of Xinjiang(Grant No. 2009211B01)the Foundation of Huoyingdong (Grant No.121107)
文摘We have performed Monte Carlo simulations of the rotation of single stars and companions of compact objects(The compact objects are white dwarfs(WDs) and neutron stars(NSs)) in close binaries.We present a comparison between the rotation of companions of compact objects and that of single stars.We find that the rotation of the companions of compact objects is on average faster than that of the single stars.According to the distribution of the orbital period and the rotation angular velocity,we find that the rotation of the companions of compact objects is mostly accelerated by stable mass transfer.Tidal forces of the compact object can also affect the rotation of companion.
基金Hui Liu Partially supported by NSFC(No.11401555)China Postdoctoral Science Foundation No.2014T70589,CUSF(No.WK0010000037)Yiming Long Partially supported by NSFC。
文摘Let ∑be a C^3 compact symmetric convex hypersurface in R^8.We prove that when ∑ carries exactly four geometrically distinct closed characteristics,then all of them must be symmetric.Due to the example of weakly non-resonant ellipsoids,our result is sharp.
基金Partially supported by NNSF, RFDP of MOE of China
文摘In this paper, let ∑ R2n be a symmetric compact convex hypersurface which is （r, R）-pinched with. Then Z carries at least two elliptic symmetric closed characteristics; moreover,∑ carries at least E[n-1/2] ＋ E[n-1/3] non-hyperbolic symmetric closed characteristics.
基金partially supported by China Postdoctoral Science Foundation(Grant No.2013M540512)partially supported by NSFC(Grant No.11131004),MCME,LPMC of MOE of China,Nankai University and BCMIIS of Capital Normal University
文摘Recently, Cristofaro-Gardiner and Hutchings proved that there exist at least two closed characteristics on every compact star-shaped hypersuface in R4. Then Ginzburg, Hein, Hryniewicz, and Macarini gave this result a second proof. In this paper, we give it a third proof by using index iteration theory, resonance identities of closed characteristics and a remarkable theorem of Ginzburg et at.
基金the National NSFC under grant No.50579022the Foundation of Pre-973 Program of China under grant No.2004CCA02500+1 种基金the SRF for the ROCS,SEMthe Talent Recruitment Foundation of HUST
文摘The aim of this work is to understand better the long time behaviour of asymptotically compact random dynamical systems （RDS）, which can be generated by solutions of some stochastic partial differential equations on unbounded domains. The conceptual analysis for the long time behavior of RDS will be done through some examples. An application of those analysis will be demonstrated through the proof of the existence of random attractors for asymptotically compact dissipative RDS.
基金supported by the National Natural Science Foundation of China(11571283)supported by Natural Science Foundation of Guizhou Province
文摘A new concept of an equi-attractor is introduced, and defined by the minimal compact set that attracts bounded sets uniformly in the past, for a non-autonomous dynam- ical system. It is shown that the compact equi-attraction implies the backward compactness of a pullback attractor. Also, an eventually equi-continuous and strongly bounded process has an equi-attractor if and only if it is strongly point dissipative and strongly asymptotically compact. Those results primely strengthen the known existence result of a backward bounded pullback attractor in the literature. Finally, the theoretical criteria are applied to prove the existence of both equi-attractor and backward compact attractor for a Ginzburg-Landau equation with some varying coefficients and a backward tempered external force.
