Spread Your Wings: A Radial Strip Transformer for Image Deblurring

arXiv:2404.00358v1 Announce Type: new
Abstract: Exploring motion information is important for the motion deblurring task. Recent the window-based transformer approaches have achieved decent performance in image deblurring. Note that the motion causing blurry results is usually composed of translation and rotation movements and the window-shift operation in the Cartesian coordinate system by the window-based transformer approaches only directly explores translation motion in orthogonal directions. Thus, these methods have the limitation of modeling the rotation part. To alleviate this problem, we …

abstract arxiv cs.cv image information movements performance results rotation shift transformer translation type