Network


Latest external collaboration on country level. Dive into details by clicking on the dots.

Hotspot


Dive into the research topics where Sobhan Soleymani is active.

Publication


Featured researches published by Sobhan Soleymani.


conference on information sciences and systems | 2017

Polar coding for achieving the capacity of marginal channels in nonbinary-input setting

Amirsina Torfi; Sobhan Soleymani; Seyed Mehdi Iranmanesh; Hadi Kazemi; Rouzbeh A. Shirvani; Vahid Tabataba Vakili

Achieving information-theoretic security using explicit coding scheme in which unlimited computational power for eavesdropper is assumed, is one of the main topics is security consideration. It is shown that polar codes are capacity achieving codes and have a low complexity in encoding and decoding. It has been proven that polar codes reach to secrecy capacity in the binary-input wiretap channels in symmetric settings for which the wiretappers channel is degraded with respect to the main channel. The first task of this paper is to propose a coding scheme to achieve secrecy capacity in asymmetric nonbinary-input channels while keeping reliability and security conditions satisfied. Our assumption is that the wiretap channel is stochastically degraded with respect to the main channel and message distribution is unspecified. The main idea is to send information set over good channels for Bob and bad channels for Eve and send random symbols for channels that are good for both. In this scheme the frozen vector is defined over all possible choices using polar codes ensemble concept. We proved that there exists a frozen vector for which the coding scheme satisfies reliability and security conditions. It is further shown that uniform distribution of the message is the necessary condition for achieving secrecy capacity.


allerton conference on communication, control, and computing | 2017

On the construction of polar codes for achieving the capacity of marginal channels

Amirsina Torfi; Sobhan Soleymani; Siamak Aram; Vahid Tabataba Vakili


arXiv: Computer Vision and Pattern Recognition | 2018

Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo Recognition.

Hadi Kazemi; Sobhan Soleymani; Ali Dabouei; Seyed Mehdi Iranmanesh; Nasser M. Nasrabadi


2018 IEEE Winter Applications of Computer Vision Workshops (WACVW) | 2018

Facial Attributes Guided Deep Sketch-to-Photo Synthesis

Hadi Kazemi; Mehdi Iranmanesh; Ali Dabouei; Sobhan Soleymani; Nasser M. Nasrabadi


neural information processing systems | 2018

Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound

Hadi Kazemi; Sobhan Soleymani; Fariborz Taherkhani; Seyed Mehdi Iranmanesh; Nasser M. Nasrabadi


international conference on image processing | 2018

Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Identification.

Sobhan Soleymani; Amirsina Torfi; Jeremy M. Dawson; Nasser M. Nasrabadi


arxiv:eess.AS | 2018

Prosodic-Enhanced Siamese Convolutional Neural Networks for Cross-Device Text-Independent Speaker Verification.

Sobhan Soleymani; Ali Dabouei; Seyed Mehdi Iranmanesh; Hadi Kazemi; Jeremy M. Dawson; Nasser M. Nasrabadi


arXiv: Learning | 2018

Multi-Level Feature Abstraction from Convolutional Neural Networks for Multimodal Biometric Identification.

Sobhan Soleymani; Ali Dabouei; Hadi Kazemi; Jeremy M. Dawson; Nasser M. Nasrabadi


arXiv: Learning | 2018

Fast Geometrically-Perturbed Adversarial Faces.

Ali Dabouei; Sobhan Soleymani; Jeremy M. Dawson; Nasser M. Nasrabadi


arXiv: Computer Vision and Pattern Recognition | 2018

ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction.

Ali Dabouei; Sobhan Soleymani; Hadi Kazemi; Seyed Mehdi Iranmanesh; Jeremy M. Dawson; Nasser M. Nasrabadi

Collaboration


Dive into the Sobhan Soleymani's collaboration.

Top Co-Authors

Avatar
Top Co-Authors

Avatar

Hadi Kazemi

West Virginia University

View shared research outputs
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar

Amirsina Torfi

University College of Engineering

View shared research outputs
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar

Siamak Aram

University of Maryland

View shared research outputs
Top Co-Authors

Avatar

Amirsina Torfi

University College of Engineering

View shared research outputs
Researchain Logo
Decentralizing Knowledge