Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring

7 December 2016

Kyoung Mu Lee

Papers citing "Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring"

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Title
A Comprehensive Survey on Deep Neural Image Deblurring S. A. Biyouki Hoon Hwangbo 30 2 0 07 Oct 2023
USB-NeRF: Unrolling Shutter Bundle Adjusted Neural Radiance Fields Moyang Li Peng Wang Lingzhe Zhao Bangyan Liao Peidong Liu 26 10 0 04 Oct 2023
Leveraging Classic Deconvolution and Feature Extraction in Zero-Shot Image Restoration Tomás Chobola Gesine Müller V. Dausmann Anton Theileis J. Taucher Jan Huisken Tingying Peng 26 1 0 03 Oct 2023
Controlling Vision-Language Models for Multi-Task Image Restoration Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon VLM 81 31 0 02 Oct 2023
EGVD: Event-Guided Video Deraining Yueyi Zhang Jin Wang Wenming Weng Xiaoyan Sun Zhiwei Xiong 28 0 0 29 Sep 2023
CrossZoom: Simultaneously Motion Deblurring and Event Super-Resolving Hexin Liu Xiang Zhang Mingyuan Lin Cheng Li Chu He Wentao Yang Gui-Song Xia Lei Yu 37 4 0 29 Sep 2023
CalibFPA: A Focal Plane Array Imaging System based on Online Deep-Learning Calibration Alper Gungor M. U. Bahçeci Yasin Ergen Ahmet Sozak O. O. Ekiz Tolga Yelboğa Tolga cCukur 29 0 0 20 Sep 2023
ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images Dongwoo Lee Jeongtaek Oh Jaesung Rim Sung-Jin Cho Kyoung Mu Lee VGen 51 28 0 16 Sep 2023
Dual-Camera Joint Deblurring-Denoising Shayan Shekarforoush Amanpreet Walia Marcus A. Brubaker Konstantinos G. Derpanis Alex Levinshtein 26 2 0 16 Sep 2023
A Multi-scale Generalized Shrinkage Threshold Network for Image Blind Deblurring in Remote Sensing Yujie Feng Yin Yang Xiaohong Fan Zhengpeng Zhang Jianping Zhang 34 2 0 14 Sep 2023
Aggregating Long-term Sharp Features via Hybrid Transformers for Video Deblurring Dongwei Ren Wei Shang Yi Yang W. Zuo ViT 24 0 0 13 Sep 2023
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu VLM 18 12 0 12 Sep 2023
HAT: Hybrid Attention Transformer for Image Restoration Xiangyu Chen Xintao Wang Wenlong Zhang Xiangtao Kong Yu Qiao Jiantao Zhou Chao Dong 32 44 0 11 Sep 2023
InstructDiffusion: A Generalist Modeling Interface for Vision Tasks Zigang Geng Binxin Yang Tiankai Hang Chen Li Shuyang Gu ... Jianmin Bao Zheng-Wei Zhang Han Hu Dongdong Chen Baining Guo DiffM VLM 53 93 0 07 Sep 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration Huiyu Gao Depeng Dang DiffM 35 12 0 06 Sep 2023
SAM-Deblur: Let Segment Anything Boost Image Deblurring Siwei Li Mingxuan Liu Yating Zhang Shu Chen Haoxiang Li Zifei Dou Hong Chen VLM 39 12 0 05 Sep 2023
Memory augment is All You Need for image restoration Xiao Feng Zhang Chao Chen Gu Shan Ying Zhu SupR 53 7 0 04 Sep 2023
SportsSloMo: A New Benchmark and Baselines for Human-centric Video Frame Interpolation Jiaben Chen Huaizu Jiang 3DH 43 6 0 31 Aug 2023
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Radu Timotfe Luc Van Gool DiffM VLM 39 15 0 26 Aug 2023
Residual Denoising Diffusion Models Jiawei Liu Qiang Wang Huijie Fan Yinong Wang Yandong Tang Liangqiong Qu DiffM 31 32 0 25 Aug 2023
MOFA: A Model Simplification Roadmap for Image Restoration on Mobile Devices Xiangyu Chen Ruiwen Zhen Shuai Li Xiaotian Li Guanghui Wang 30 0 0 24 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan X. Wang Wenjun Zeng Xinchao Wang Zhibo Chen 43 86 0 18 Aug 2023
Learning A Coarse-to-Fine Diffusion Transformer for Image Restoration Liyan Wang Qinyu Yang Cong Wang Wen Wang Jin-shan Pan Zhixun Su DiffM 37 2 0 17 Aug 2023
Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring Liang Chen Jiawei Zhang Zhen-hua Li Yunxuan Wei Faming Fang Jimmy S. J. Ren Jin-shan Pan 19 18 0 10 Aug 2023
Blind Motion Deblurring with Pixel-Wise Kernel Estimation via Kernel Prediction Networks Guillermo Varela Carbajal Patricia Vitoria José Lezama Pablo Musé 21 6 0 05 Aug 2023
Decomposition Ascribed Synergistic Learning for Unified Image Restoration Jinghao Zhang Fengmei Zhao 21 2 0 01 Aug 2023
On the unreasonable vulnerability of transformers for image restoration -- and an easy fix Shashank Agnihotri Kanchana Vaishnavi Gandikota Julia Grabinski Paramanand Chandramouli M. Keuper 34 9 0 25 Jul 2023
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining M. Tong Xu Yan Yongzhen Wang 20 0 0 19 Jul 2023
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond Yang Zhao Tingbo Hou Yu-Chuan Su Xuhui Jia. Yandong Li Matthias Grundmann DiffM 38 16 0 18 Jul 2023
Uni-Removal: A Semi-Supervised Framework for Simultaneously Addressing Multiple Degradations in Real-World Images Yongheng Zhang Danfeng Yan Yuanqiang Cai 30 0 0 11 Jul 2023
Image Reconstruction using Enhanced Vision Transformer N. Verma Deepkamal Kaur Lydia W Chau ViT 32 1 0 11 Jul 2023
A Physics-Informed Low-Shot Learning For sEMG-Based Estimation of Muscle Force and Joint Kinematics Yue Shi Shuhao Ma Yihui Zhao Zhi-Li Zhang 37 1 0 08 Jul 2023
Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image Hang Zou Masanori Suganuma Takayuki Okatani 33 1 0 06 Jul 2023
Adaptive Window Pruning for Efficient Local Motion Deblurring Haoying Li Jixin Zhao Shangchen Zhou H. Feng Chongyi Li Chen Change Loy ViT 26 4 0 25 Jun 2023
ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration Jiaqi Ma Tianheng Cheng Guoli Wang Qian Zhang Xinggang Wang Lefei Zhang DiffM VLM 22 45 0 23 Jun 2023
Forest Parameter Prediction by Multiobjective Deep Learning of Regression Models Trained with Pseudo-Target Imputation Sara Björk S. N. Anfinsen Michael C. Kampffmeyer E. Næsset T. Gobakken Lennart Noordermeer 18 1 0 19 Jun 2023
UniBoost: Unsupervised Unimodal Pre-training for Boosting Zero-shot Vision-Language Tasks Yanan Sun Zi-Qi Zhong Qi Fan Chi-Keung Tang Yu-Wing Tai VLM 35 4 0 07 Jun 2023
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring Dan Yang Mehmet Yamaç 33 4 0 01 Jun 2023
A Unified Conditional Framework for Diffusion-based Image Restoration Y. Zhang Xiaoyu Shi Dasong Li Xiaogang Wang Jian Wang Hongsheng Li DiffM 33 22 0 31 May 2023
Enhancing image quality prediction with self-supervised visual masking Ugur Çogalan Mojtaba Bemana Hans-Peter Seidel K. Myszkowski 29 0 0 31 May 2023
Ambiguity in solving imaging inverse problems with deep learning based operators David Evangelista E. Morotti E. L. Piccolomini J. Nagy 35 9 0 31 May 2023
BASED: Benchmarking, Analysis, and Structural Estimation of Deblurring Nikita Alutis Egor Chistov M. Dremin D. Vatolin 24 0 0 27 May 2023
Collaborative Blind Image Deblurring Thomas Eboli Jean-Michel Morel Gabriele Facciolo 19 1 0 25 May 2023
UniINR: Event-guided Unified Rolling Shutter Correction, Deblurring, and Interpolation Yunfan LU Guoqiang Liang Yusheng Wang Lin Wang Hui Xiong 21 6 0 24 May 2023
EgoVSR: Towards High-Quality Egocentric Video Super-Resolution Yichen Chi Junhao Gu Jiamiao Zhang Wenming Yang Yapeng Tian SupR 24 0 0 24 May 2023
Neural Image Re-Exposure Xinyu Zhang Hefei Huang Xu Jia D. Wang Huchuan Lu 38 4 0 23 May 2023
Hierarchical Integration Diffusion Model for Realistic Image Deblurring Zheng Chen Yulun Zhang Ding Liu Bin Xia Jinjin Gu L. Kong X. Yuan DiffM 40 67 0 22 May 2023
Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems Luzhe Huang Jianing Li Xiaofu Ding Yijie Zhang Hanlong Chen Aydogan Ozcan UQCV 19 1 0 22 May 2023
IDO-VFI: Identifying Dynamics via Optical Flow Guidance for Video Frame Interpolation with Events Chenyang Shi Hanxiao Liu Jing Jin Wenzhuo Li Yuzhen Li Boyi Wei Yibo Zhang 37 0 0 17 May 2023
Optical Aberration Correction in Postprocessing using Imaging Simulation Shiqi Chen H. Feng Dexin Pan Zhi-hai Xu Qi Li Yue-ting Chen 36 36 0 10 May 2023