“In the field of tropical cyclone intensity prediction, experts have constructed an objective eye TC intensity determination model based on stationary infrared satellite cloud images and correlation vector machine RVM. Through Gaussian smoothing denoising, GAC model segmentation of eye walls, extraction of brightness temperature gradient information, and other methods, the TC intensity is effectively estimated, providing a solution for mitigating the impact of disasters.”