Dual-Branch Dual-Head Neural Network for Accurate Localization of Invisible Embedded Regions

A novel Dual-Branch Dual-Head neural network tailored for accurate localization of invisible embedded regions, which incorporates a low-level branch with high-pass filters to capture high-frequency embedding signals and an auxiliary segmentation head to provide region-wise supervision.