141 citations · 766 across the 81 of their papers we have counts for
5 papers · 1 filter
Multibiometric Secure System Based on Deep Learning
Veeru Talreja, Matthew C. Valenti, Nasser M. Nasrabadi
In this paper, we propose a secure multibiometric system that uses deep neural networks and error-correction coding. We present a feature-level fusion framework to generate a secur…
3D Convolutional Neural Networks for Cross Audio-Visual Matching Recognition
Amirsina Torfi, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi +1
Audio-visual recognition (AVR) has been considered as a solution for speech recognition tasks when the audio is corrupted, as well as a visual recognition method used for speaker v…
Text-Independent Speaker Verification Using 3D Convolutional Neural Networks
Amirsina Torfi, Jeremy Dawson, Nasser M. Nasrabadi
In this paper, a novel method using 3D Convolutional Neural Network (3D-CNN) architecture has been proposed for speaker verification in the text-independent setting. One of the mai…
Learning a Mixture of Deep Networks for Single Image Super-Resolution
Ding Liu, Zhaowen Wang, Nasser Nasrabadi +1
Single image super-resolution (SR) is an ill-posed problem which aims to recover high-resolution (HR) images from their low-resolution (LR) observations. The crux of this problem l…
Supervised Deep Sparse Coding Networks
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
In this paper, we describe the deep sparse coding network (SCN), a novel deep network that encodes intermediate representations with nonnegative sparse coding. The SCN is built upo…