基于遥感影像敏感目标的隐写嵌入与图像恢复方法及装置

By combining global binary union masking, distortion-free cropping, and neural network decoder, the problems of multi-target management and concealment in the technology of hiding sensitive targets in remote sensing images are solved, and the recovery of sensitive targets with high fidelity and security is achieved.

CN122156015BActive Publication Date: 2026-07-17XIAMEN UNIV OF TECH

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
XIAMEN UNIV OF TECH
Filing Date
2026-05-07
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing remote sensing image sensitive target hiding technologies suffer from problems such as complex multi-target management logic, limited embedding capacity, insufficient concealment of frequency domain watermarking algorithms, irreversible distortion of micro-texture caused by scaling operations, and low security of key management mechanisms.

Method used

A steganalysis embedding and image restoration method based on remote sensing imagery is adopted. By generating a global binary union mask, distortion-free cropping, secret map management, neural network decoder and joint loss optimization, the method can achieve efficient hiding and accurate restoration of sensitive targets.

Benefits of technology

It achieves high-fidelity restoration of sensitive targets, excellent visual concealment, multi-target synchronous management, lightweight security, and scene-level in-situ accurate restoration, thereby improving the concealment and security of remote sensing images.

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Abstract

本发明提供的基于遥感影像敏感目标的隐写嵌入与图像恢复方法及装置,涉及遥感影像处理技术领域。本发明通过获取原始遥感图像并提取敏感目标边界框,初始化单通道全零矩阵,生成全局二值并集掩膜与载体图;然后对敏感目标执行无缩放图谱化打包,生成秘密图谱与元数据文件;利用随机种子密钥初始化固定解码器;进行基于局部二值模式的纹理选块,通过联合损失优化生成含密图像,并引入分段线性升温调度平衡性能;解密端提取残差扰动并经解码器解析,结合元数据文件将目标原位无缝贴回。本申请能够规避缩放畸变,在保持载体视觉质量的同时实现多尺度敏感目标的高保真隐藏、像素级精准恢复以及场景级原位还原,具有高安全性与强鲁棒性。
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