Visible and infrared self-supervised fusion trained on a single example

arXiv:2307.04100v2 Announce Type: replace
Abstract: Multispectral imaging is an important task of image processing and computer vision, which is especially relevant to applications such as dehazing or object detection. With the development of the RGBT (RGB & Thermal) sensor, the problem of visible (RGB) to Near Infrared (NIR) image fusion has become particularly timely. Indeed, while visible images see color, but suffer from noise, haze, and clouds, the NIR channel captures a clearer picture. The proposed approach fuses these two …

abstract applications arxiv computer computer vision cs.cv detection development example fusion image image processing imaging near object processing sensor type vision