Semi-Supervised Cross-Spectral Face Recognition With Small Datasets

A Nanduri, R Chellappa - Proceedings of the IEEE/CVF …, 2024 - openaccess.thecvf.com
While systems based on deep neural networks have produced remarkable performance on
many tasks such as face/object detection and recognition, they also require large amounts of …

Tirdet: Mono-modality thermal infrared object detection based on prior thermal-to-visible translation

Z Wang, F Colonnier, J Zheng, J Acharya… - Proceedings of the 31st …, 2023 - dl.acm.org
Cross-modality images that combine visible-infrared spectra can provide complementary
information for object detection. In particular, they are well-suited for autonomous vehicle …

HiFiSketch: High Fidelity Face Photo-Sketch Synthesis and Manipulation

C Peng, C Zhang, D Liu, N Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the rapid development of generative adversarial networks, face photo-sketch synthesis
has achieved promising performance and playing an increasingly important role in law …

TomatoDIFF: On–plant Tomato Segmentation with Denoising Diffusion Models *

M Ivanovska, V Štruc, J Perš - 2023 18th International …, 2023 - ieeexplore.ieee.org
Artificial intelligence applications enable farmers to optimize crop growth and production
while reducing costs and environmental impact. Computer vision-based algorithms in …

Hypergraph-Guided Disentangled Spectrum Transformer Networks for Near-Infrared Facial Expression Recognition

B Luo, H Wang, J Wang, J Zhu, X Zhao… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
With the strong robusticity on illumination variations, near-infrared (NIR) can be an effective
and essential complement to visible (VIS) facial expression recognition in low lighting or …

Multi-Energy Guided Image Translation with Stochastic Differential Equations for Near-Infrared Facial Expression Recognition

B Luo, Z Wang, J Wang, J Zhu, X Zhao… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
Illumination variation has been a long-term challenge in real-world facial expression
recognition (FER). Under uncontrolled or non-visible light conditions, near-infrared (NIR) …

When visible-to-thermal facial GAN beats conditional diffusion

C Ordun, E Raff, S Purushotham - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Thermal facial imagery offers valuable insight into physiological states such as inflammation
and stress by detecting emitted radiation in the infrared spectrum, which is unseen in the …

Vista Morph-Unsupervised Image Registration of Visible-Thermal Facial Pairs

C Ordun, E Raff, S Purushotham - 2023 IEEE International Joint …, 2023 - ieeexplore.ieee.org
For a variety of biometric cross-spectral tasks, Visible-Thermal (VT) facial pairs are used.
However, due to a lack of calibration, photographic capture between two different imaging …

Bearing fault diagnosis based on diffusion model and one-class support vector machine

L Yan, Z Pu, Z Yang, C Li - 2023 Prognostics and Health …, 2023 - ieeexplore.ieee.org
Fault diagnosis is of great importance for reducing economic losses and ensuring the safety
of equipment. As an important part of industrial machine, it is necessary to perform fault …

A Deep Learning Approach for Stochastic Structural Plane Generation Based on Denoising Diffusion Probabilistic Models

H Meng, X Qi, G Mei - Mathematics, 2024 - mdpi.com
The stochastic structural plane of a rock mass is the key factor controlling the stability of rock
mass. Obtaining the distribution of stochastic structural planes within a rock mass is crucial …