Multi-Scale Direction-Aware Network for Infrared Small Target Detection

• Published in: arXiv.org
• Main Authors: Zhao, Jinmiao, Zelin Shi, Chuang, Yu, Liu, Yunpeng
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 04.06.2024
• Subjects: Deep learning; Feature maps; Modules; Neural networks; Target detection

Infrared small target detection faces the problem that it is difficult to effectively separate the background and the target. Existing deep learning-based methods focus on appearance features and ignore high-frequency directional features. Therefore, we propose a multi-scale direction-aware network...