Deep Unfolding for Iterative Stripe Noise Removal. (arXiv:2209.14973v1 [eess.IV])

The non-uniform photoelectric response of infrared imaging systems results in
fixed-pattern stripe noise being superimposed on infrared images, which
severely reduces image quality. As the applications of degraded infrared images
are limited, it is crucial to effectively preserve original details. Existing
image destriping methods struggle to concurrently remove all stripe noise
artifacts, preserve image details and structures, and balance real-time
performance. In this paper we propose a novel algorithm for destriping degraded
images, which takes advantage of neighbouring column signal …

arxiv iterative noise stripe