Multi-scale thermal to visible face verification via attribute guided synthesis

X Di, BS Riggan, S Hu, NJ Short… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Thermal-to-visible face verification is a challenging problem due to the large domain
discrepancy between the modalities. Existing approaches either attempt to synthesize …

Polarimetric thermal to visible face verification via attribute preserved synthesis

X Di, H Zhang, VM Patel - 2018 IEEE 9th International …, 2018 - ieeexplore.ieee.org
Thermal to visible face verification is a challenging problem due to the large domain
discrepancy between the modalities. Existing approaches either attempt to synthesize …

Deep cross polarimetric thermal-to-visible face recognition

SM Iranmanesh, A Dabouei, H Kazemi… - … on Biometrics (ICB), 2018 - ieeexplore.ieee.org
In this paper, we present a deep coupled learning framework to address the problem of
matching polarimetric thermal face photos against a gallery of visible faces. Polarization …

Polarimetric thermal to visible face verification via self-attention guided synthesis

X Di, BS Riggan, S Hu, NJ Short… - … on Biometrics (ICB), 2019 - ieeexplore.ieee.org
Polarimetric thermal to visible face verification entails matching two images that contain
significant domain differences. Several recent approaches have attempted to synthesize …

Thermal to visible synthesis of face images using multiple regions

BS Riggan, NJ Short, S Hu - 2018 IEEE Winter Conference on …, 2018 - ieeexplore.ieee.org
Synthesis of visible spectrum faces from thermal facial imagery is a promising approach for
heterogeneous face recognition; enabling existing face recognition software trained on …

Method of apparatus for cross-modal face matching using polarimetric image data

NJ Short, S Hu, AL Chan, KP Gurton - US Patent 9,830,506, 2017 - Google Patents
A method and apparatus for cross-modal matching with polarimetric thermal image data is
provided. According to one embodiment, the method comprises receiving a plurality of …

Coupled generative adversarial network for heterogeneous face recognition

SM Iranmanesh, B Riggan, S Hu… - Image and Vision …, 2020 - Elsevier
The large modality gap between faces captured in different spectra makes heterogeneous
face recognition (HFR) a challenging problem. In this paper, we present a coupled …

Estimation of visible spectrum faces from polarimetric thermal faces

BS Riggan, NJ Short, S Hu… - 2016 IEEE 8th …, 2016 - ieeexplore.ieee.org
A method for synthesizing visible spectrum face imagery from polarimetric-thermal face
imagery is presented. This work extends recent within-spectrum (ie, visible-to-visible) …

Optimal feature learning and discriminative framework for polarimetric thermal to visible face recognition

BS Riggan, NJ Short, S Hu - 2016 IEEE winter conference on …, 2016 - ieeexplore.ieee.org
A face recognition system capable of day-and night-time operation is highly desirable for
surveillance and reconnaissance. Polarimetric thermal imaging is ideal for such …

Paraph: presentation attack rejection by analyzing polarization hypotheses

EM Rudd, M Gunther, TE Boult - Proceedings of the IEEE …, 2016 - cv-foundation.org
For applications such as airport border control, biometric technologies that can process
many capture subjects quickly, efficiently, with weak supervision, and with minimal …