Ning Zhang

GNSRNet: Geometric Guided Noise Reduction Super-Resolution Network for Remote Sensing Tiny Object Detection

A dual-branch denoising and SR feature pyramid network is proposed, which integrates an adaptive dynamic noise reduction module and an inference decoupled auxiliary SR branch, while a progressive loss-annealing strategy is further introduced to reduce reliance on the SR branch during inference, meeting the requirements...