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Joint-SRVDNet: Joint Super Resolution and Vehicle Detection Network

May 03, 2020
Moktari Mostofa, Syeda Nyma Ferdous, Benjamin S. Riggan, Nasser M. Nasrabadi


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PF-cpGAN: Profile to Frontal Coupled GAN for Face Recognition in the Wild

Apr 25, 2020
Fariborz Taherkhani, Veeru Talreja, Jeremy Dawson, Matthew C. Valenti, Nasser M. Nasrabadi


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Error-Corrected Margin-Based Deep Cross-Modal Hashing for Facial Image Retrieval

Apr 03, 2020
Fariborz Taherkhani, Veeru Talreja, Matthew C. Valenti, Nasser M. Nasrabadi

* IEEE TRANSACTIONS ON BIOMETRICS, BEHAVIOR, AND IDENTITY SCIENCE, 2020 

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SuperMix: Supervising the Mixing Data Augmentation

Mar 10, 2020
Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani, Nasser M. Nasrabadi


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Boosting Deep Face Recognition via Disentangling Appearance and Geometry

Jan 13, 2020
Ali Dabouei, Fariborz Taherkhani, Sobhan Soleymani, Jeremy Dawson, Nasser M. Nasrabadi

* WACV 2020 

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Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces

Jan 07, 2020
Seyed Mehdi Iranmanesh, Ali Dabouei, Sobhan Soleymani, Hadi Kazemi, Nasser M. Nasrabadi


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SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations

Oct 08, 2019
Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani, Jeremy Dawson, Nasser M. Nasrabadi


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Identity-Aware Deep Face Hallucination via Adversarial Face Verification

Sep 17, 2019
Hadi Kazemi, Fariborz Taherkhani, Nasser M. Nasrabadi

* BTAS 2019 

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Deep Sparse Band Selection for Hyperspectral Face Recognition

Aug 15, 2019
Fariborz Taherkhani, Jeremy Dawson, Nasser M. Nasrabadi


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Defending Against Adversarial Iris Examples Using Wavelet Decomposition

Aug 08, 2019
Sobhan Soleymani, Ali Dabouei, Jeremy Dawson, Nasser M. Nasrabadi

* The Tenth IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS 2019) 

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Zero-Shot Deep Hashing and Neural Network Based Error Correction for Face Template Protection

Aug 05, 2019
Veeru Talreja, Matthew C. Valenti, Nasser M. Nasrabadi

* arXiv admin note: text overlap with arXiv:1902.04149 

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Attribute-Guided Deep Polarimetric Thermal-to-visible Face Recognition

Jul 27, 2019
Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi


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Adversarial Examples to Fool Iris Recognition Systems

Jul 18, 2019
Sobhan Soleymani, Ali Dabouei, Jeremy Dawson, Nasser M. Nasrabadi

* 2019 International Conference on Biometrics (ICB 2019) 

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Learning to Authenticate with Deep Multibiometric Hashing and Neural Network Decoding

Mar 07, 2019
Veeru Talreja, Sobhan Soleymani, Matthew C. Valenti, Nasser M. Nasrabadi

* To be published in Proc. IEEE ICC 2019 

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Using Deep Cross Modal Hashing and Error Correcting Codes for Improving the Efficiency of Attribute Guided Facial Image Retrieval

Feb 11, 2019
Veeru Talreja, Fariborz Taherkhani, Matthew C. Valenti, Nasser M. Nasrabadi

* To be published in Proc. IEEE Global SIP 2018 

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

Nov 29, 2018
Hadi Kazemi, Sobhan Soleymani, Fariborz Taherkhani, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi

* NIPS 2018 

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Style and Content Disentanglement in Generative Adversarial Networks

Nov 14, 2018
Hadi Kazemi, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi

* WACV 2019 

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Unsupervised Facial Geometry Learning for Sketch to Photo Synthesis

Oct 12, 2018
Hadi Kazemi, Fariborz Taherkhani, Nasser M. Nasrabadi

* Published as a conference paper in BIOSIG 2018 

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Fast Geometrically-Perturbed Adversarial Faces

Sep 28, 2018
Ali Dabouei, Sobhan Soleymani, Jeremy Dawson, Nasser M. Nasrabadi


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Convolutional Neural Networks for Aerial Vehicle Detection and Recognition

Aug 26, 2018
Amir Soleimani, Nasser M. Nasrabadi, Elias Griffith, Jason Ralph, Simon Maskell

* This paper has been accepted in the National Aerospace Electronics Conference (NAECON) 2018 and would be indexed in IEEE 

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Deep Sketch-Photo Face Recognition Assisted by Facial Attributes

Jul 31, 2018
Seyed Mehdi Iranmanesh, Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Nasser M. Nasrabadi


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

Jul 31, 2018
Sobhan Soleymani, Ali Dabouei, Seyed Mehdi Iranmanesh, Hadi Kazemi, Jeremy Dawson, Nasser M. Nasrabadi

* Accepted in 9th IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS 2018) 

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ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction

Jul 31, 2018
Ali Dabouei, Sobhan Soleymani, Hadi Kazemi, Seyed Mehdi Iranmanesh, Jeremy Dawson, Nasser M. Nasrabadi

* Accepted in BTAS 2018 

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Convolutional Neural Networks for Aerial Multi-Label Pedestrian Detection

Jul 16, 2018
Amir Soleimani, Nasser M. Nasrabadi

* This paper has been accepted in the 21st International Conference on Information Fusion and would be indexed in IEEE 

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Attention-Based Guided Structured Sparsity of Deep Neural Networks

Jul 14, 2018
Amirsina Torfi, Rouzbeh A. Shirvani, Sobhan Soleymani, Nasser M. Nasrabadi


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

Jul 03, 2018
Sobhan Soleymani, Ali Dabouei, Hadi Kazemi, Jeremy Dawson, Nasser M. Nasrabadi

* Accepted in "2018 International Conference on Pattern Recognition" 

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Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Identification

Jul 03, 2018
Sobhan Soleymani, Amirsina Torfi, Jeremy Dawson, Nasser M. Nasrabadi

* Accepted in 2018 IEEE International Conference on Image Processing 

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Text-Independent Speaker Verification Using 3D Convolutional Neural Networks

Jun 06, 2018
Amirsina Torfi, Jeremy Dawson, Nasser M. Nasrabadi

* Accepted to be published in IEEE International Conference on Multimedia and Expo (ICME) 2018 

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