2025
Deno-IF: Unsupervised Noisy Visible and Infrared Image Fusion Method
NeurIPS 2025spotlight
Most image fusion methods are designed for ideal scenarios and struggle to handle noise. Existing noise-aware fusion methods are supervised and heavily rely on constructed paired data, limiting performance and generalization. This paper proposes a novel unsupervised noisy visible and infrared image…