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 …

Visible-to-thermal transfer learning for facial landmark detection

DD Poster, S Hu, NJ Short, BS Riggan… - IEEE …, 2021 - ieeexplore.ieee.org
There has been increasing interest in face recognition in the thermal infrared spectrum. A
critical step in this process is face landmark detection. However, landmark detection in the …

A synthesis-based approach for thermal-to-visible face verification

N Peri, J Gleason, CD Castillo, T Bourlai… - 2021 16th IEEE …, 2021 - ieeexplore.ieee.org
In recent years, visible-spectrum face verification systems have been shown to match the
performance of experienced forensic examiners. However, such systems are ineffective in …

Sf-tl54: A thermal facial landmark dataset with visual pairs

A Kuzdeuov, D Koishigarina… - 2022 IEEE/SICE …, 2022 - ieeexplore.ieee.org
Facial landmark detection is a cornerstone in many facial analysis tasks such as face
recognition, drowsiness detection, and facial expression recognition. Numerous …

A fully annotated thermal face database and its application for thermal facial expression recognition

M Kopaczka, R Kolk, D Merhof - 2018 IEEE international …, 2018 - ieeexplore.ieee.org
A large number of algorithms for processing faces in regular photographs and videos has
been published in recent years, making this field one of the most active research areas in …

Thermal to visible face recognition using deep autoencoders

A Kantarcı, HK Ekenel - … of the biometrics special interest group …, 2019 - ieeexplore.ieee.org
Visible face recognition systems achieve nearly perfect recognition accuracies using deep
learning. However, in lack of light, these systems perform poorly. A way to deal with this …

Charlotte-thermalface: A fully annotated thermal infrared face dataset with various environmental conditions and distances

R Ashrafi, M Azarbayjani, H Tabkhi - Infrared Physics & Technology, 2022 - Elsevier
Facial thermography is one of the most popular research areas in infrared thermal imaging,
with diverse applications in medical, surveillance, and environmental monitoring. However …

Simultaneous face hallucination and translation for thermal to visible face verification using axial-gan

R Immidisetti, S Hu, VM Patel - 2021 IEEE International Joint …, 2021 - ieeexplore.ieee.org
Existing thermal-to-visible face verification approaches expect the thermal and visible face
images to be of similar resolution. This is unlikely in real-world long-range surveillance …

Thermal facial landmark detection by deep multi-task learning

WT Chu, YH Liu - 2019 IEEE 21st international workshop on …, 2019 - ieeexplore.ieee.org
We present a neural network to jointly consider facial landmark detection and emotion
recognition for thermal face images. The first part of this network is based on the U-Net …

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 …