2022 papers.md

2022 Papers

Here is a list of research papers published in 2022 related to image and video deblurring:

Venue	Paper	Link
ECCVW	MSSNet: Multi-Scale-Stage Network for Single Image Deblurring	MSSNet
CVPRW	HINet: Half Instance Normalization Network for Image Restoration	HINet
TIP	BANet: A Blur-Aware Attention Network for Dynamic Scene Deblurring	BANet
CVPR	Learning to Deblur using Light Field Generated and Real Defocus Images	DRBNet
CVPR	Pixel Screening Based Intermediate Correction for Blind Deblurring	-
CVPR	Deblurring via Stochastic Refinement	-
CVPR	XYDeblur: Divide and Conquer for Single Image Deblurring	-
CVPR	Unifying Motion Deblurring and Frame Interpolation with Events	EVDI
CVPR	E-CIR: Event-Enhanced Continuous Intensity Recovery	E-CIR
CVPR	Multi-Scale Memory-Based Video Deblurring	MemDeblur
ECCV	Learning Degradation Representations for Image Deblurring	Learning_degradation
ECCV	Stripformer: Strip Transformer for Fast Image Deblurring	Stripformer-ECCV-2022
ECCV	Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance	Animation-from-Blur
ECCV	United Defocus Blur Detection and Deblurring via Adversarial Promoting Learning	APL
ECCV	Realistic Blur Synthesis for Learning Image Deblurring	RSBlur
ECCV	Event-based Fusion for Motion Deblurring with Cross-modal Attention	EFNet
ECCV	Event-Guided Deblurring of Unknown Exposure Time Videos	UEVD_public
ECCV	Spatio-Temporal Deformable Attention Network for Video Deblurring	STDAN
ECCV	Efficient Video Deblurring Guided by Motion Magnitude	MMP-RNN
ECCV	ERDN: Equivalent Receptive Field Deformable Network for Video Deblurring	ERDN
ECCV	DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting	DeMFI
ECCV	Towards Real-World Video Deblurring by Exploring Blur Formation Process	RAWBlur