The content discusses the challenges of detecting small targets in infrared clutter background and proposes a generative approach, IRSTD-Diff, to overcome target-level insensitivity. The diffusion model compensates for false alarms and missed detections by modeling mask posterior distribution. A low-frequency isolation module is designed to reduce interference from low-level noise. Experimental results show superior performance over state-of-the-art methods on three datasets.
إلى لغة أخرى
من محتوى المصدر
arxiv.org
الرؤى الأساسية المستخلصة من
by Haoqing Li,J... في arxiv.org 03-14-2024
https://arxiv.org/pdf/2403.08380.pdfاستفسارات أعمق