2024 papers.md

2024 Papers

Here is a list of research papers published in 2024 related to image and video deblurring:

Venue	Paper	Link
arxiv	Blind Image Deblurring using FFT-ReLU with Deep Learning Pipeline Integration	Code
arxiv	Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolution	FastDiffusionEM
SPIE	Estimation of motion blur kernel parameters using regression convolutional neural networks	RegressionBlur
CVPR	A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning	MPT-CataBlur
CVPR	AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring	AdaRevD
CVPR	Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains	Blur2Blur
CVPR	Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring	FourierDiff
CVPR	ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation	ID-Blau
CVPR	LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network	LDP
CVPR	Mitigating Motion Blur in Neural Radiance Fields with Events and Frames	EvDeblurNeRF
CVPR	Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring	MISCFilter
CVPR	Motion Blur Decomposition with Cross-shutter Guidance	dualBR
CVPR	Spike-guided Motion Deblurring with Unknown Modal Spatiotemporal Alignment	UaSDN
CVPR	Blur-aware Spatio-temporal Sparse Transformer for Video Deblurring	BSSTNet
CVPR	Unsupervised Blind Image Deblurring Based on Self-Enhancement	-
CVPR	Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization	-
CVPR	EVS-assisted Joint Deblurring Rolling-Shutter Correction and Video Frame Interpolation through Sensor Inverse Modeling	-
CVPR	Latency Correction for Event-guided Deblurring and Frame Interpolation	-
CVPR	Frequency-aware Event-based Video Deblurring for Real-World Motion Blur	-
arXiv	Gyroscope-Assisted Motion Deblurring Network	-
arXiv	Gyro-based Neural Single Image Deblurring	-
ECCV	BAD-Gaussians: Bundle Adjusted Deblur Gaussian Splatting	BAD-Gaussians
ECCV	BeNeRF: Neural Radiance Fields from a Single Blurry Image and Event Stream	BeNeRF
ECCV	Blind image deblurring with noise-robust kernel estimation	BD_noise_robust_kernel_estimation
ECCV	Domain-adaptive Video Deblurring via Test-time Blurring	DADeblur
ECCV	Gaussian Splatting on the Move: Blur and Rolling Shutter Compensation for Natural Camera Motion	3dgs-deblur
ECCV	Towards Real-world Event-guided Low-light Video Enhancement and Deblurring	ELEDNet
ECCV	UniINR: Event-guided Unified Rolling Shutter Correction, Deblurring, and Interpolation	UniINR