Burst Image Restoration | Lishen Qu的博客

Lishen Qu

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😀 A papers was accepted and selected as highlight in CVPR 2025.

Year	Pub	Paper	Repo
2015	CVPR	Burst Deblurring: Removing Camera Shake Through Fourier Burst Accumulation	None
2016	ACCV	End-to-end learning for image burst deblurring	None
2018	CVPR	Burst Denoising with Kernel Prediction Networks	Code1 Code2
2018	ECCV	Deep Burst Denoising	Code1 Code2
2018	ECCV	Burst Image Deblurring Using Permutation Invariant Convolutional Neural Networks	Code
2019	ICCV	Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images	Code
2019	CVPRW	Burst ranking for blind multi-image deblurring	None
2019	ICIP	Multi-Kernel Prediction Networks for Denoising of Burst Images	Code
2019	Transactions	EBDNet: Integrating Optical Flow with Kernel Prediction for Burst Denoising	Code
2019	arxiv	End-to-End Denoising of Dark Burst Images Using Recurrent Fully Convolutional Networks	Code
2019	Tampere	Burst image denoising	None
2020	CVPR	Basis Prediction Networks for Effective Burst Denoising With Large Kernels	Code
2020	ECCV	Burst denoising via temporally shifted wavelet transforms	Code
2020	ECCV	A Decoupled Learning Scheme for Real-World Burst Denoising from Raw Images	Code
2020	ICASSP	Attention Mechanism Enhanced Kernel Prediction Networks for Denoising of Burst Images	Code
2021	NeurIPS Workshop	RBSRICNN: Raw Burst Super-Resolution through Iterative Convolutional Neural Network	Code
2021	CVPR	Deep Burst Super-Resolution	Code1
2021	CVPRW	EBSR: Feature Enhanced Burst Super-Resolution With Deformable Alignment	Code
2021	CVPRW	Weighted Multi-Kernel Prediction Network for Burst Image Super-Resolution	None
2021	CVPRW	NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results	Page
2021	TIP	Joint Denoising and Demosaicking with Green Channel Prior for Real-world Burst Images	Code
2021	TIP	Burst Photography for Learning to Enhance Extremely Dark Images	Code
2021	IPOL	An Analysis and Implementation of the HDR+ Burst Denoising Method	Code
2022	CVPR	A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large Shift	Code
2022	CVPR	Burst Image Restoration and Enhancement	Code
2022	CVPR	A Differentiable Two-Stage Alignment Scheme for Burst Image Reconstruction With Large Shift	Code
2022	CVPR	NAN: Noise-Aware NeRFs for Burst-Denoising	Code
2022	CVPRW	BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment	Code
2022	CVPRW	Adaptive Feature Consolidation Network for Burst Super-Resolution	None
2022	CVPRW	NTIRE 2022 Burst Super-Resolution Challenge	Page
2022	PRCV	A RAW Burst Super-Resolution Method with Enhanced Denoising	None
2022	Frontiers	Dual-constraint burst image denoising method	None
2023	CVPR	Burstormer: Burst Image Restoration and Enhancement Transformer	Code
2023	CVPR	Gated Multi-Resolution Transfer Network for Burst Restoration and Enhancement	Code
2023	ICCV	Towards Real-World Burst Image Super-Resolution: Benchmark and Method	Code
2023	ICCV	Self-Supervised Burst Super-Resolution	None
2023	PRCV	RBSR: Efficient and Flexible Recurrent Network for Burst Super-Resolution	Code
2023	WRCV	Kernel-Aware Burst Blind Super-Resolution	Code
2023	Intelligence	Burst super-resolution with adaptive feature refinement and enhanced group up-sampling	None
2023	ICMEW	SBSR: A Simple Residual Network for Efficient Burst Super-Resolution	Code
2023	CRV	CANDID: Correspondence AligNment for Deep-burst Image Denoising	None
2024	ACM MM	Reference-based Burst Super-resolution	Code
2024	ECCV	BurstM: Deep Burst Multi-scale SR using Fourier Space with Optical Flow	Code
2024	CVPRW	Burst Image Super-Resolution with Base Frame Selection	None
2024	Sensors	Burst-Enhanced Super-Resolution Network (BESR)	None
2024	Neural Networks	SeBIR: Semantic-guided burst image restoration	None
2024	IJCNN	Burst Super-Resolution with Diffusion Models for Improving Perceptual Quality	Code
2024	PRCV	Advancing Real-World Burst Denoising: A New Benchmark and Dual-Branch Burst Denoising Network	None
2024	arxiv	QMambaBSR: Burst Image Super-Resolution with Query State Space Model	None

Year	Pub	Name	Paper	Downlink
2022	CVPR	Videezy4K	A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large Shift	https://github.com/GuoShi28/2StageAlign?tab=readme-ov-file
2021	TIP	Smartphone Burst (SC_burst)	Joint Denoising and Demosaicking with Green Channel Prior for Real-world Burst Images	https://github.com/GuoShi28/GCP-Net

⭐⭐⭐Awesome Burst Image Restoration and Enhancement (Updated 2024/12/17)

多帧图像修复与增强 (更新于 2024/12/17)

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