SGDFormer: One-stage Transformer-based Architecture for Cross-Spectral Stereo Image Guided Denoising

arXiv:2404.00349v1 Announce Type: new
Abstract: Cross-spectral image guided denoising has shown its great potential in recovering clean images with rich details, such as using the near-infrared image to guide the denoising process of the visible one. To obtain such image pairs, a feasible and economical way is to employ a stereo system, which is widely used on mobile devices. Current works attempt to generate an aligned guidance image to handle the disparity between two images. However, due to occlusion, spectral …

abstract architecture arxiv cs.cv denoising guide image images near process stage transformer type