FireSpectral-Attention:Lightweight Cross-Domain Fusion with Guided Attention for Rapid Wildfire Source Localization

Cross domain image fusion technology is of great significance for mountain fire prevention.Attention guided cross domain image fusion technology provides a new solution for early warning and rapid response of mountain fires. This method not only improves the accuracy of detection, but also can effectively deal with the complex and changeable field environment, which is helpful to protect natural resources and human life and property safety.In practical applications, due to the limitations of imaging equipment or the impact of environmental conditions, a single image may not meet the requirements. For example, images in low light conditions may have a lot of noise, while long exposure can reduce noise but cause motion blur. Through Cross domain image fusion technology, useful information can be extracted from a series of images, and adverse factors can be removed to obtain high-quality output images.