3 papers
cs.CV2026
MDAFNet: Multiscale Differential Edge and Adaptive Frequency Guided Network for Infrared Small Target Detection
Shuying Li, Qiang Ma, San Zhang +2
Infrared small target detection (IRSTD) plays a crucial role in numerous military and civilian applications. However, existing methods often face the gradual degradation of target…
cs.CV2026
HA2F: Dual-module Collaboration-Guided Hierarchical Adaptive Aggregation Framework for Remote Sensing Change Detection
Shuying Li, Yuchen Wang, San Zhang +1
Remote sensing change detection (RSCD) aims to identify the spatio-temporal changes of land cover, providing critical support for multi-disciplinary applications (e.g., environment…
cs.CV2026
DCCS-Det: Directional Context and Cross-Scale-Aware Detector for Infrared Small Target
Shuying Li, Qiang Ma, San Zhang +1
Infrared small target detection (IRSTD) is critical for applications like remote sensing and surveillance, which aims to identify small, low-contrast targets against complex backgr…