IPDiff: Diffusion-driven ORSI Salient Object Detection with Information Reconstruction and Multi-Prior Guidance
IPDiff:基于信息重构和多先验引导的扩散驱动光学遥感图像显著目标检测
机构 * School of Communication and Information Engineering, Shanghai University(上海大学通信与信息工程学院) ; Department of Medical Equipment, the First Affiliated Hospital of Zhengzhou University(郑州大学第一附属医院医学装备部) ; School of Control Science and Engineering, Shandong University(山东大学控制科学与工程学院) ; School of Computer Science and Engineering, Nanyang Technological University(南洋理工大学计算机科学与工程学院) ; Shenzhen Key Laboratory of Ubiquitous Data Enabling, Tsinghua Shenzhen International Graduate School, Tsinghua University(清华大学深圳国际研究生院深圳泛在数据赋能重点实验室)
AI总结 提出IPDiff,一种基于独特动态优化策略的扩散驱动光学遥感图像显著目标检测方法,通过提取多先验信息,在去噪网络中迭代去噪生成显著图,并经混合损失函数监督训练,性能优于46种先进方法。
Comments 22 pages, 8 figures, accepted by IJCV 2026