SwinFuSR: an image fusion-inspired model for RGB-guided thermal image super-resolution

arXiv:2404.14533v1 Announce Type: cross
Abstract: Thermal imaging plays a crucial role in various applications, but the inherent low resolution of commonly available infrared (IR) cameras limits its effectiveness. Conventional super-resolution (SR) methods often struggle with thermal images due to their lack of high-frequency details. Guided SR leverages information from a high-resolution image, typically in the visible spectrum, to enhance the reconstruction of a high-res IR image from the low-res input. Inspired by SwinFusion, we propose SwinFuSR, a guided SR architecture …

arxiv cs.cv eess.iv fusion image resolution type