[HTML][HTML] An Efficient Knowledge Distillation-Based Detection Method for Infrared Small Targets

W Tang, Q Dai, F Hao - Remote Sensing, 2024 - mdpi.com
Infrared small-target detection is now commonly used in maritime surveillance, flight
guidance, and other fields. However, extracting small targets from complex backgrounds …

[HTML][HTML] SFFNet: Shallow Feature Fusion Network Based on Detection Framework for Infrared Small Target Detection

Z Yu, N Pan, J Zhou - Remote Sensing, 2024 - mdpi.com
Infrared small target detection (IRSTD) is the process of recognizing and distinguishing
small targets from infrared images that are obstructed by crowded backgrounds. This …

Robust infrared small target detection using self-supervised and a contrario paradigms

A Ciocarlan, SL Hégarat-Mascle, S Lefebvre… - arXiv preprint arXiv …, 2024 - arxiv.org
Detecting small targets in infrared images poses significant challenges in defense
applications due to the presence of complex backgrounds and the small size of the targets …

Pinwheel-shaped Convolution and Scale-based Dynamic Loss for Infrared Small Target Detection

J Yang, S Liu, J Wu, X Su, N Hai, X Huang - arXiv preprint arXiv …, 2024 - arxiv.org
These recent years have witnessed that convolutional neural network (CNN)-based
methods for detecting infrared small targets have achieved outstanding performance …