Ali Dabouei | DeepAI

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∙ 09/02/2022

Revisiting Outer Optimization in Adversarial Training

Despite the fundamental distinction between adversarial and natural trai...

0 Ali Dabouei, et al. ∙

∙ 06/10/2022

Superresolution and Segmentation of OCT scans using Multi-Stage adversarial Guided Attention Training

Optical coherence tomography (OCT) is one of the non-invasive and easy-t...

0 Paria Jeihouni, et al. ∙

∙ 12/10/2021

Quality-Aware Multimodal Biometric Recognition

We present a quality-aware multimodal recognition framework that combine...

13 Sobhan Soleymani, et al. ∙

∙ 06/21/2021

FDeblur-GAN: Fingerprint Deblurring using Generative Adversarial Network

While working with fingerprint images acquired from crime scenes, mobile...

0 Amol S. Joshi, et al. ∙

∙ 12/10/2020

Super-resolution Guided Pore Detection for Fingerprint Recognition

Performance of fingerprint recognition algorithms substantially rely on ...

0 Syeda Nyma Ferdous, et al. ∙

∙ 12/04/2020

Matching Distributions via Optimal Transport for Semi-Supervised Learning

Semi-Supervised Learning (SSL) approaches have been an influential frame...

0 Fariborz Taherkhani, et al. ∙

∙ 12/02/2020

Mutual Information Maximization on Disentangled Representations for Differential Morph Detection

In this paper, we present a novel differential morph detection framework...

0 Sobhan Soleymani, et al. ∙

∙ 12/02/2020

Differential Morphed Face Detection Using Deep Siamese Networks

Although biometric facial recognition systems are fast becoming part of ...

0 Sobhan Soleymani, et al. ∙

∙ 09/04/2020

Attribute Adaptive Margin Softmax Loss using Privileged Information

We present a novel framework to exploit privileged information for recog...

0 Seyed Mehdi Iranmanesh, et al. ∙

∙ 07/28/2020

Efficient OCT Image Segmentation Using Neural Architecture Search

In this work, we propose a Neural Architecture Search (NAS) for retinal ...

0 Saba Heidari Gheshlaghi, et al. ∙

∙ 03/10/2020

SuperMix: Supervising the Mixing Data Augmentation

In this paper, we propose a supervised mixing augmentation method, terme...

0 Ali Dabouei, et al. ∙

∙ 01/13/2020

Boosting Deep Face Recognition via Disentangling Appearance and Geometry

In this paper, we propose a framework for disentangling the appearance a...

9 Ali Dabouei, et al. ∙

∙ 01/07/2020

Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces

In this work, we present a practical approach to the problem of facial l...

38 Seyed Mehdi Iranmanesh, et al. ∙

∙ 10/08/2019

SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations

Deep neural networks are susceptible to adversarial manipulations in the...

14 Ali Dabouei, et al. ∙

∙ 08/08/2019

Defending Against Adversarial Iris Examples Using Wavelet Decomposition

Deep neural networks have presented impressive performance in biometric ...

0 Sobhan Soleymani, et al. ∙

∙ 06/21/2019

Adversarial Examples to Fool Iris Recognition Systems

Adversarial examples have recently proven to be able to fool deep learni...

0 Sobhan Soleymani, et al. ∙

∙ 09/24/2018

Fast Geometrically-Perturbed Adversarial Faces

The state-of-the-art performance of deep learning algorithms has led to ...

6 Ali Dabouei, et al. ∙

∙ 07/31/2018

Deep Sketch-Photo Face Recognition Assisted by Facial Attributes

In this paper, we present a deep coupled framework to address the proble...

0 Seyed Mehdi Iranmanesh, et al. ∙

∙ 07/31/2018

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

In this paper a novel cross-device text-independent speaker verification...

0 Sobhan Soleymani, et al. ∙

∙ 07/31/2018

ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction

Performing recognition tasks using latent fingerprint samples is often c...

2 Ali Dabouei, et al. ∙

∙ 07/03/2018

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

In this paper, we propose a deep multimodal fusion network to fuse multi...

0 Sobhan Soleymani, et al. ∙

∙ 04/09/2018

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

Face sketches are able to capture the spatial topology of a face while l...

0 Hadi Kazemi, et al. ∙

∙ 01/04/2018

Deep Cross Polarimetric Thermal-to-visible Face Recognition

In this paper, we present a deep coupled learning frame- work to address...

0 Seyed Mehdi Iranmanesh, et al. ∙

∙ 01/03/2018

Fingerprint Distortion Rectification using Deep Convolutional Neural Networks

Elastic distortion of fingerprints has a negative effect on the performa...

0 Ali Dabouei, et al. ∙

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