University of Maragheh
Sahand Communications in Mathematical Analysis
2322-5807
2423-3900
17
3
2020
07
01
Use of the Shearlet Transform and Transfer Learning in Offline Handwritten Signature Verification and Recognition
1
31
EN
Atefeh
Foroozandeh
Department of Applied Mathematics, Faculty of Sciences and Modern Technology, Graduate University of Advanced Technology, Kerman, Iran.
atforoozandeh@yahoo.com
Ataollah
Askari Hemmat
Department of Applied Mathematics, Faculty of
Mathematics and Computer, Shahid Bahonar University of Kerman,
Kerman, Iran.
askari@uk.ac.ir
Hossein
Rabbani
Department of Biomedical Engineering, School of Advanced Technologies in Medicine,
Isfahan University of Medical Sciences, Isfahan, Iran.
h_rabbanimed@mui.ac.ir
10.22130/scma.2019.99098.536
Despite the growing growth of technology, handwritten signature has been selected as the first option between biometrics by users. In this paper, a new methodology for offline handwritten signature verification and recognition based on the Shearlet transform and transfer learning is proposed. Since, a large percentage of handwritten signatures are composed of curves and the performance of a signature verification/recognition system is directly related to the edge structures, subbands of shearlet transform of signature images are good candidates for input information to the system. Furthermore, by using transfer learning of some pre-trained models, appropriate features would be extracted. In this study, four pre-trained models have been used: SigNet and SigNet-F (trained on offline signature datasets), VGG16 and VGG19 (trained on ImageNet dataset). Experiments have been conducted using three datasets: UTSig, FUM-PHSD and MCYT-75. Obtained experimental results, in comparison with the literature, verify the effectiveness of the presented method in both signature verification and signature recognition.
Offline handwritten signature,Signature verification,Signature recognition,Shearlet transform,Transfer learning
https://scma.maragheh.ac.ir/article_38395.html
https://scma.maragheh.ac.ir/article_38395_769e5597049cca8e84755f0dfaccf59c.pdf
University of Maragheh
Sahand Communications in Mathematical Analysis
2322-5807
2423-3900
17
3
2020
07
01
Weighted Composition Operators Between Extended Lipschitz Algebras on Compact Metric Spaces
33
70
EN
Reyhaneh
Bagheri
Department of Mathematics, Faculty of Science, Arak University, Arak 38156-8-8349, Arak, Iran.
bagheri.reyhaneh@gmail.com
Davood
Alimohammadi
0000-0002-9398-6213
Department of Mathematics, Faculty of Science, Arak University, Arak 38156-8-8349, Arak, Iran.
alimohammadi.davood@gmail.com
10.22130/scma.2020.114523.680
In this paper, we provide a complete description of weighted composition operators between extended Lipschitz algebras on compact metric spaces. We give necessary and sufficient conditions for the injectivity and the sujectivity of these operators. We also obtain some sufficient conditions and some necessary conditions for a weighted composition operator between these spaces to be compact.
Compact operator,Extended Lipschitz algebra,Lipschitz mapping,Supercontactive mapping,Weighted composition operator
https://scma.maragheh.ac.ir/article_39952.html
https://scma.maragheh.ac.ir/article_39952_7ea2324810870296cec9a0a0e7dc87fc.pdf
University of Maragheh
Sahand Communications in Mathematical Analysis
2322-5807
2423-3900
17
3
2020
07
01
Strong Convergence of the Iterations of Quasi $\phi$-nonexpansive Mappings and its Applications in Banach Spaces
71
80
EN
Rasoul
Jahed
Department of Mathematics, Sarab Branch, Islamic Azad University, Sarab, Iran.
rjahed@iaugermi.ac.ir
Hamid
Vaezi
Department of Mathematics, Faculty of Mathematical Science, University of Tabriz, Tabriz, Iran.
hvaezi@tabrizu.ac.ir
Hossein
Piri
0000-0003-4220-8697
Department of Mathematics, University of Bonab, Bonab, Iran.
h.piri@bonabu.ac.ir
10.22130/scma.2019.115400.687
In this paper, we study the iterations of quasi $\phi$-nonexpansive mappings and its applications in Banach spaces. At the first, we prove strong convergence of the sequence generated by the hybrid proximal point method to a common fixed point of a family of quasi $\phi$-nonexpansive mappings. Then, we give applications of our main results in equilibrium problems.
Demiclosed,equilibrium problem,fixed point,hybrid projection,quasi nonexpansive mapping,Resolvent
https://scma.maragheh.ac.ir/article_39052.html
https://scma.maragheh.ac.ir/article_39052_3f6d627565d4ef455b8324b2748488a6.pdf
University of Maragheh
Sahand Communications in Mathematical Analysis
2322-5807
2423-3900
17
3
2020
07
01
Uniform Convergence to a Left Invariance on Weakly Compact Subsets
81
91
EN
Ali
Ghaffari
Department of Mathematics, Faculty of Science, University of Semnan, P.O.Box 35195-363, Semnan, Iran.
aghaffari@semnan.ac.ir
Samaneh
Javadi
Faculty of Engineering- East Guilan, University of Guilan, P. O. Box 44891-63157, Rudsar, Iran.
Ebrahim
Tamimi
Department of Mathematics, Faculty of Science, University of Semnan, P.O.Box 35195-363, Semnan, Iran.
10.22130/scma.2019.100548.540
Let $\left\{a_\alpha\right\}_{\alpha\in I}$ be a bounded net in a Banach algebra $A$ and $\varphi$ a nonzero multiplicative linear functional on $A$. In this paper, we deal with the problem of when $\|aa_\alpha-\varphi(a)a_\alpha\|\to0$ uniformly for all $a$ in weakly compact subsets of $A$. We show that Banach algebras associated to locally compact groups such as Segal algebras and $L^1$-algebras are responsive to this concept. It is also shown that $Wap(A)$ has a left invariant $\varphi$-mean if and only if there exists a bounded net $\left\{a_\alpha\right\}_{\alpha\in I}$ in $\left\{a\in A;\ \varphi(a)=1\right\}$ such that $\|aa_\alpha-\varphi(a)a_\alpha\|_{Wap(A)}\to0$ uniformly for all $a$ in weakly compact subsets of $A$. Other results in this direction are also obtained.
Banach algebra,$varphi$-amenability,$varphi$-means,Weak almost periodic,Weak$^*$ topology
https://scma.maragheh.ac.ir/article_40529.html
https://scma.maragheh.ac.ir/article_40529_39e3ab77ffd834379f5aaaed481bdb1a.pdf
University of Maragheh
Sahand Communications in Mathematical Analysis
2322-5807
2423-3900
17
3
2020
07
01
On Some Characterization of Generalized Representation Wave-Packet Frames Based on Some Dilation Group
93
106
EN
Atefe
Razghandi
Department of Mathematics and Computer Sciences, Hakim Sabzevari University, P.O.Box 397, Sabzevar, Iran.
ateferazghandi@yahoo.com
Ali Akbar
Arefijamaal
0000-0003-2153-352X
Department of Mathematics and Computer Sciences, Hakim Sabzevari University, P.O.Box 397, Sabzevar, Iran.
arefijamaal@gmail.com
10.22130/scma.2019.106144.592
In this paper we consider (extended) metaplectic representation of the semidirect product $G_{\mathbb{J}}=\mathbb{R}^{2d}\times\mathbb{J}$ where $\mathbb{J}$ is a closed subgroup of $Sp(d,\mathbb{R})$, the symplectic group. We will investigate continuous representation frame on $G_{\mathbb{J}}$. We also discuss the existence of duals for such frames and give several characterization for them. Finally, we rewrite the dual conditions, by using the Wigner distribution and obtain more reconstruction formulas.
Representation frames,Dilation groups,Dual frames,Continuous frames
https://scma.maragheh.ac.ir/article_40531.html
https://scma.maragheh.ac.ir/article_40531_24c9e8eda66fd4f95602c706a8047474.pdf
University of Maragheh
Sahand Communications in Mathematical Analysis
2322-5807
2423-3900
17
3
2020
07
01
About Subspace-Frequently Hypercyclic Operators
107
116
EN
Mansooreh
Moosapoor
0000-0003-4194-6495
Assistant Professor, Department of Mathematics, Farhangian University, Tehran, Iran.
mosapor110@gmail.com
Mohammad
Shahriari
0000-0002-8982-2451
Department of Mathematics, Faculty of Science, University of Maragheh, P.O. Box55181-83111, Maragheh, Iran.
shahriari@maragheh.ac.ir
10.22130/scma.2020.117046.707
In this paper, we introduce subspace-frequently hypercyclic operators. We show that these operators are subspace-hypercyclic and there are subspace-hypercyclic operators that are not subspace-frequently hypercyclic. There is a criterion like to subspace-hypercyclicity criterion that implies subspace-frequent hypercyclicity and if an operator $T$ satisfies this criterion, then $T\oplus T$ is subspace-frequently hypercyclic. Additionally, operators on finite spaces can not be subspace-frequently hypercyclic.
Subspace-frequently hypercyclic operators,Subspace-hypercyclic operators,Frequently hypercyclic operators,Hypercyclic operators
https://scma.maragheh.ac.ir/article_43323.html
https://scma.maragheh.ac.ir/article_43323_429d1de82424303d55ed2572e19b75cd.pdf
University of Maragheh
Sahand Communications in Mathematical Analysis
2322-5807
2423-3900
17
3
2020
07
01
On the Spaces of $\lambda _{r}$-almost Convergent and $\lambda _{r}$-almost Bounded Sequences
117
130
EN
Sinan
Ercan
0000-0001-9871-2142
Department of Mathematics, Faculty of Science, Firat University, 23119, Elazig, Turkey.
sinanercan45@gmail.com
10.22130/scma.2019.111716.644
The aim of the present work is to introduce the concept of $\lambda _{r}$-almost convergence of sequences. We define the spaces $f\left( \lambda _{r}\right) $ and $f_{0}\left( \lambda _{r}\right) $ of $ \lambda _{r}$-almost convergent and $\lambda _{r}$-almost null sequences. We investigate some inclusion relations concerning those spaces with examples and we determine the $\beta $- and $\gamma $-duals of the space $f\left( \lambda _{r}\right) $. Finally, we give the characterization of some matrix classes.
Almost convergence,Matrix domain,$beta $-,$gamma $-duals,Matrix transformations
https://scma.maragheh.ac.ir/article_40579.html
https://scma.maragheh.ac.ir/article_40579_066143a7d10937a4e6abbbf977cc82f6.pdf
University of Maragheh
Sahand Communications in Mathematical Analysis
2322-5807
2423-3900
17
3
2020
07
01
Almost Multi-Cubic Mappings and a Fixed Point Application
131
143
EN
Nasrin
Ebrahimi Hoseinzadeh
Department of Mathematics, Science and Research Branch, Islamic Azad University, Tehran, Iran.
nasrin_ebrahimi_h@yahoo.com
Abasalt
Bodaghi
0000-0003-0358-4518
Department of Mathematics, Garmsar Branch, Islamic Azad University, Garmsar, Iran.
abasalt.bodaghi@gmail.com
Mohammad Reza
Mardanbeigi
0000-0001-8665-511X
Department of Mathematics, Science and Research Branch, Islamic Azad University, Tehran, Iran.
mrmardanbeigi@srbiau.ac.ir
10.22130/scma.2019.113393.665
The aim of this paper is to introduce $n$-variables mappings which are cubic in each variable and to apply a fixed point theorem for the Hyers-Ulam stability of such mapping in non-Archimedean normed spaces. Moreover, a few corollaries corresponding to some known stability and hyperstability outcomes are presented.
Multi-cubic mapping,Hyers-Ulam stability,Fixed point,non-Archimedean normed space
https://scma.maragheh.ac.ir/article_40581.html
https://scma.maragheh.ac.ir/article_40581_86b9352fd7894d89cbf64c435e1d6161.pdf
University of Maragheh
Sahand Communications in Mathematical Analysis
2322-5807
2423-3900
17
3
2020
07
01
Continuous $ k $-Frames and their Dual in Hilbert Spaces
145
160
EN
Gholamreza
Rahimlou
Department of Mathematics, Shabestar Branch,Islamic Azad University, Shabestar, Iran.
grahimlou@gmail.com
Reza
Ahmadi
Institute of Fundamental Science, University of Tabriz, Tabriz, Iran.
rahmadi@tabrizu.ac.ir
Mohammad Ali
Jafarizadeh
Faculty of Physic, University of Tabriz, Tabriz, Iran.
jafarizadeh@tabrizu.ac.ir
Susan
Nami
Faculty of Physic, University of Tabriz, Tabriz, Iran.
s.nami@tabrizu.ac.ir
10.22130/scma.2019.115719.691
The notion of $k$-frames was recently introduced by G\u avru\c ta in Hilbert spaces to study atomic systems with respect to a bounded linear operator. A continuous frame is a family of vectors in a Hilbert space which allows reproductions of arbitrary elements by continuous super positions. In this manuscript, we construct a continuous $k$-frame, so called c$k$-frame along with an atomic system for this version of frames. Also we introduce a new method for obtaining the dual of a c$k$-frame and prove some new results about it.
c-frame,k-frame,ck-frame,ck-atom,ck-dual
https://scma.maragheh.ac.ir/article_40583.html
https://scma.maragheh.ac.ir/article_40583_dc1f525dd6b30726e40f65c66c109e27.pdf
University of Maragheh
Sahand Communications in Mathematical Analysis
2322-5807
2423-3900
17
3
2020
07
01
$n$-factorization Property of Bilinear Mappings
161
173
EN
Sedigheh
Barootkoob
0000-0003-1489-0975
Department of Mathematics, Faculty of Basic Sciences, University of Bojnord, P.O. Box 1339, Bojnord, Iran.
s.barutkub@ub.ac.ir
10.22130/scma.2019.116000.696
In this paper, we define a new concept of factorization for a bounded bilinear mapping $f:X\times Y\to Z$, depended on a natural number $n$ and a cardinal number $\kappa$; which is called $n$-factorization property of level $\kappa$. Then we study the relation between $n$-factorization property of level $\kappa$ for $X^*$ with respect to $f$ and automatically boundedness and $w^*$-$w^*$-continuity and also strong Arens irregularity. These results may help us to prove some previous problems related to strong Arens irregularity more easier than old. These include some results proved by Neufang in ~\cite{neu1} and ~\cite{neu}. Some applications to certain bilinear mappings on convolution algebras, on a locally compact group, are also included. Finally, some solutions related to the Ghahramani-Lau conjecture is raised.
Bilinear map,Factorization property,Strongly Arens irregular,Automatically bounded and $w^*$-$w^*$-continuous
https://scma.maragheh.ac.ir/article_40584.html
https://scma.maragheh.ac.ir/article_40584_990c83bfc9f25fa8cb60df4af44b78d8.pdf
University of Maragheh
Sahand Communications in Mathematical Analysis
2322-5807
2423-3900
17
3
2020
07
01
Joint and Generalized Spectral Radius of Upper Triangular Matrices with Entries in a Unital Banach Algebra
175
188
EN
Hamideh
Mohammadzadehkan
Department of Mathematics, Faculty of Science, Payame Noor University, P.O.Box 19395-3697, Tehran, Iran.
mohammadzadeh83@gmail.com
Ali
Ebadian
0000-0003-1067-6729
Department of Mathematics, Faculty of Science, Urmia University, Urmia, Iran.
ebadian.ali@gmail.com
Kazem
Haghnejad Azar
0000-0002-2591-3362
Department of Mathematics, University of Mohaghegh Ardabili, Ardabil, Iran.
haghnejad@uma.ac.ir
10.22130/scma.2018.77951.362
In this paper, we discuss some properties of joint spectral {radius(jsr)} and generalized spectral radius(gsr) for a finite set of upper triangular matrices with entries in a Banach algebra and represent relation between geometric and joint/generalized spectral radius. Some of these are in scalar matrices, but some are different. For example for a bounded set of scalar matrices,$\Sigma$, $r_*\left(\Sigma\right)= \hat{r}\left(\Sigma\right)$, but for a bounded set of upper triangular matrices with entries in a Banach algebra($\Sigma$), $r_*\left(\Sigma\right)\neq\hat{r}\left(\Sigma\right)$. We investigate when the set is defective or not and equivalent properties for having a norm equal to jsr, too.
Banach algebra,Upper Triangular Matrix,Generalized Spectral Radius,Joint Spectral Radius,Geometric Joint Spectral Radius
https://scma.maragheh.ac.ir/article_37420.html
https://scma.maragheh.ac.ir/article_37420_bddfc712abf56d71f714c37e0afce8c8.pdf
University of Maragheh
Sahand Communications in Mathematical Analysis
2322-5807
2423-3900
17
3
2020
07
01
On Fixed Point Results for Hemicontractive-type Multi-valued Mapping, Finite Families of Split Equilibrium and Variational Inequality Problems
189
217
EN
Tesfalem Hadush
Meche
Department of Mathematics, College of Natural and Computational Sciences, Aksum University, P.O.Box 1020, Aksum, Ethiopia.
tesfalemh78@gmail.com
Habtu
Zegeye
0000 0002 9273 0830
Department of Mathematics and Statistical Sciences, Faculty of Sciences, Botswana International University of Science and Technology, Private Mail Bag 16, Palapye, Botswana.
habtuzh@yahoo.com
10.22130/scma.2019.99206.533
In this article, we introduced an iterative scheme for finding a common element of the set of fixed points of a multi-valued hemicontractive-type mapping, the set of common solutions of a finite family of split equilibrium problems and the set of common solutions of a finite family of variational inequality problems in real Hilbert spaces. Moreover, the sequence generated by the proposed algorithm is proved to be strongly convergent to a common solution of these three problems under mild conditions on parameters. Our results improve and generalize many well-known recent results existing in the literature in this field of research.
Fixed point,multi-valued, hemicontractive-type, variational inequality, split equilibrium problems,strong convergence,Monotone mapping
https://scma.maragheh.ac.ir/article_39955.html
https://scma.maragheh.ac.ir/article_39955_cd4e2ee271a4d9761a42d691e710bec7.pdf