37 citations · 134 across the 21 of their papers we have counts for
4 papers · 1 filter
Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks
He Zhang, Benjamin S. Riggan, Shuowen Hu +2
The large domain discrepancy between faces captured in polarimetric (or conventional) thermal and visible domain makes cross-domain face verification a highly challenging problem f…
Cross-Modality Distillation: A case for Conditional Generative Adversarial Networks
Siddharth Roheda, Benjamin S. Riggan, Hamid Krim +1
In this paper, we propose to use a Conditional Generative Adversarial Network (CGAN) for distilling (i.e. transferring) knowledge from sensor data and enhancing low-resolution targ…
Thermal to Visible Synthesis of Face Images using Multiple Regions
Benjamin S. Riggan, Nathaniel J. Short, Shuowen Hu
Synthesis of visible spectrum faces from thermal facial imagery is a promising approach for heterogeneous face recognition; enabling existing face recognition software trained on v…
An Order Preserving Bilinear Model for Person Detection in Multi-Modal Data
Oytun Ulutan, Benjamin S. Riggan, Nasser M. Nasrabadi +1
We propose a new order preserving bilinear framework that exploits low-resolution video for person detection in a multi-modal setting using deep neural networks. In this setting ca…