4 papers
SWAN: Synergistic Wavelet-Attention Network for Infrared Small Target Detection
Yuxin Jing, Jufeng Zhao, Tianpei Zhang +1
Infrared small target detection (IRSTD) is thus critical in both civilian and military applications. This study addresses the challenge of precisely IRSTD in complex backgrounds. R…
Selective Variable Convolution Meets Dynamic Content-Guided Attention for Infrared Small Target Detection
Yirui Chen, Yiming Zhu, Yuxin Jing +2
Infrared Small Target Detection (IRSTD) system aims to identify small targets in complex backgrounds. Due to the convolution operation in Convolutional Neural Networks (CNNs), appl…
Make Both Ends Meet: A Synergistic Optimization Infrared Small Target Detection with Streamlined Computational Overhead
Yuxin Jing, Yuchen Zheng, Jufeng Zhao +2
Infrared small target detection(IRSTD) is widely recognized as a challenging task due to the inherent limitations of infrared imaging, including low signal-to-noise ratios, lack of…
DDFusion:Degradation-Decoupled Fusion Framework for Robust Infrared and Visible Images Fusion
Tianpei Zhang, Jufeng Zhao, Yiming Zhu +2
Conventional infrared and visible image fusion(IVIF) methods often assume high-quality inputs, neglecting real-world degradations such as low-light and noise, which limits their pr…