Thermal/Infrared Sensing

Infrared

• Infrared Object Detection with Ultra Small ConvNets: Is ImageNet Pretraining Still Useful?
• ThermoStereoRT: Thermal Stereo Matching in Real Time via Knowledge Distillation and Attention-based Refinement
• Research on Visual Algorithm for Fire Detection of Firefighting UAVs Based on Infrared Imaging
• A Strategy for training dim and small infrared targets detection networks under sequential cloud background images

Smoke

• Real-Time Smoke Detection with Split Top-k Transformer and Adaptive Dark Channel Prior in Foggy Environments
• SmokeFireNet: A Lightweight Network for Joint Detection of Forest Fire and Smoke
• Deep Learning-Based Rapid Fire Detection in Buildings Using Acoustic Wave Travel Time Information

PINN

• A Multimodal Physics-Informed Neural Network Approach for Mean Radiant Temperature Modeling