Knowledge-Guided Adversarial Training for Infrared Object Detection via Thermal Radiation Modeling

1. 1Integrate thermal radiation modeling into the training process to provide knowledge guidance
2. 2Implement adversarial training to enhance model robustness against common corruptions and adversarial examples
3. 3Evaluate the performance of the knowledge-guided adversarial training method on infrared object detection tasks

Computer vision engineers and researchers working on object detection tasks can benefit from this approach to improve model robustness, particularly in complex environments with diverse scenarios

💡 Incorporating domain knowledge from thermal radiation modeling can enhance the robustness of infrared object detection models

💡 Improve infrared object detection robustness with knowledge-guided adversarial training via thermal radiation modeling