A survey on deep learning based face recognition

G Guo, N Zhang - Computer vision and image understanding, 2019 - Elsevier
Deep learning, in particular the deep convolutional neural networks, has received
increasing interests in face recognition recently, and a number of deep learning methods …

Adversarial cross-spectral face completion for NIR-VIS face recognition

R He, J Cao, L Song, Z Sun… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Near infrared-visible (NIR-VIS) heterogeneous face recognition refers to the process of
matching NIR to VIS face images. Current heterogeneous methods try to extend VIS face …

Thermalgan: Multimodal color-to-thermal image translation for person re-identification in multispectral dataset

VV Kniaz, VA Knyaz, J Hladuvka… - Proceedings of the …, 2018 - openaccess.thecvf.com
We propose a ThermalGAN framework for cross-modality color-thermal person re-
identification (ReID). We use a stack of generative adversarial networks (GAN) to translate a …

Deep texture manifold for ground terrain recognition

J Xue, H Zhang, K Dana - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
We present a texture network called Deep Encoding Pooling Network (DEP) for the task of
ground terrain recognition. Recognition of ground terrain is an important task in establishing …

Tv-gan: Generative adversarial network based thermal to visible face recognition

T Zhang, A Wiliem, S Yang… - … conference on biometrics …, 2018 - ieeexplore.ieee.org
This work tackles the face recognition task on images captured using thermal camera
sensors which can operate in the non-light environment. While it can greatly increase the …

Synthesis of high-quality visible faces from polarimetric thermal faces using generative adversarial networks

H Zhang, BS Riggan, S Hu, NJ Short… - International Journal of …, 2019 - Springer
The large domain discrepancy between faces captured in polarimetric (or conventional)
thermal and visible domains makes cross-domain face verification a highly challenging …

A large-scale, time-synchronized visible and thermal face dataset

D Poster, M Thielke, R Nguyen… - Proceedings of the …, 2021 - openaccess.thecvf.com
Thermal face imagery, which captures the naturally emitted heat from the face, is limited in
availability compared to face imagery in the visible spectrum. To help address this scarcity of …

Disentangled variational representation for heterogeneous face recognition

X Wu, H Huang, VM Patel, R He, Z Sun - … of the AAAI conference on artificial …, 2019 - aaai.org
Visible (VIS) to near infrared (NIR) face matching is a challenging problem due to the
significant domain discrepancy between the domains and a lack of sufficient data for training …

Memory-modulated transformer network for heterogeneous face recognition

M Luo, H Wu, H Huang, W He… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Heterogeneous face recognition (HFR) aims at matching face images across different
domains. It is challenging due to the severe domain discrepancies and overfitting caused by …

Noncontact sensing of contagion

FTZ Khanam, LA Chahl, JS Chahl, A Al-Naji… - Journal of …, 2021 - mdpi.com
The World Health Organization (WHO) has declared COVID-19 a pandemic. We review and
reduce the clinical literature on diagnosis of COVID-19 through symptoms that might be …