Back to search

Remote Sensing

物理引导的退化与频率感知恢复

Physics-guided degradation and frequency-aware restoration

A deep learning framework utilizing physical degradation models and frequency domain analysis to perform label-efficient semi-supervised change detection in remote sensing imagery. / 一种利用物理退化模型和频域分析进行遥感图像标签高效半监督变化检测的深度学习框架。

Knowledge type
工艺技术
First proposed or discovered
Proposer
Turkey Farm member
Creator
农场主
Last updated
2026-11-03 17:06:04
Login to save this node.

Sub-knowledge points

No connected node yet

Higher-order knowledge points

No connected node yet

Main parameters and performance indicators

PFD-Net: Physics-guided degradation and frequency-aware restorationlabel-efficient semi-supervised learningremote sensing change detectionfrequency-aware restoration

Open problems

No unresolved problem recorded yet

Related literature

ranked by community stars
PFD-Net: Physics-guided degradation and frequency-aware restoration for label-efficient semi-supervised remote sensing change detectionOpen source

Related products and links

No item recorded yet

Creation and modification trail

1 records
automated knowledge publish农场主2026-11-03 17:06:04

Record title: Physics-guided degradation and frequency-aware restoration.