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
EventDiff: A Unified and Efficient Diffusion Model Framework for Event-based Video Frame Interpolation Hanle Zheng Xujie Han Zegang Peng Shangbin Zhang Guangxun Du Zhuo Zou Xinbing Wang Jibin Wu Hao Guo Lei Deng DiffM VGen 53 0 0 13 May 2025
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Tao Huang Ickjai Lee Euijoon Ahn MedIm 26 0 0 09 May 2025
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong Yiming Li Yue Deng ViT 43 0 0 07 May 2025
TimeTracker: Event-based Continuous Point Tracking for Video Frame Interpolation with Non-linear Motion Haoyue Liu Jinghan Xu Yi Chang Hanyu Zhou Haozhi Zhao Lin Wang Luxin Yan 27 0 0 06 May 2025
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration Haoran Wang Jing Zhang Haonan Guo Di Wang Jiayi Ma Bo Du 63 0 0 30 Apr 2025
DPMambaIR:All-in-One Image Restoration via Degradation-Aware Prompt State Space Model Ziqiang Liu Shuigeng Zhou Yuchao Dai Yang Wang Yisheng An Xiangmo Zhao 39 0 0 24 Apr 2025
Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration Junyuan Deng Xinyi Wu Yongxing Yang Congchao Zhu Song Wang Zhenyao Wu 38 0 0 21 Apr 2025
MoBGS: Motion Deblurring Dynamic 3D Gaussian Splatting for Blurry Monocular Video Minh-Quan Viet Bui Jongmin Park J. P. Bello Jaeho Moon Jihyong Oh Munchurl Kim 170 0 0 21 Apr 2025
Frequency-domain Learning with Kernel Prior for Blind Image Deblurring Jixiang Sun Fei Lei Jiawei Zhang Wenxiu Sun Yujiu Yang 36 0 0 20 Apr 2025
Image Editing with Diffusion Models: A Survey Jia Wang Jie Hu Xiaoqi Ma Hanghang Ma Xiaoming Wei Enhua Wu 74 0 0 17 Apr 2025
Multiscale Tensor Summation Factorization as a New Neural Network Layer (MTS Layer) for Multidimensional Data Processing Mehmet Yamaç Muhammad Numan Yousaf S. Kiranyaz Moncef Gabbouj 28 1 0 17 Apr 2025
Event-Enhanced Blurry Video Super-Resolution Dachun Kai Yueyi Zhang Jin Wang Zeyu Xiao Zhiwei Xiong Xiaoyan Sun SupR 47 0 0 17 Apr 2025
Coding-Prior Guided Diffusion Network for Video Deblurring Yike Liu Jianhui Zhang Haipeng Li Shuaicheng Liu B. Zeng DiffM 49 0 0 16 Apr 2025
Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu Liqiang Nie VLM CLL 43 0 0 14 Apr 2025
UniFlowRestore: A General Video Restoration Framework via Flow Matching and Prompt Guidance Shri Kiran Srinivasan Yu Zhang Chen Wu Dianjie Lu Dianjie Lu Guijuan Zhan Yang Weng Zhuoran Zheng DiffM VGen 28 0 0 12 Apr 2025
Beyond Degradation Conditions: All-in-One Image Restoration via HOG Transformers Jiawei Wu Zhifei Yang Zihan Wang Zhi Jin 27 0 0 12 Apr 2025
X-DECODE: EXtreme Deblurring with Curriculum Optimization and Domain Equalization Sushant Gautam Jingdao Chen 29 0 0 10 Apr 2025
Content-Aware Transformer for All-in-one Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu ViT 160 0 0 07 Apr 2025
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision Yuandong Pu Le Zhuo Kaiwen Zhu Liangbin Xie Wenlong Zhang Xiangyu Chen Peng Gao Yu Qiao Chao Dong Yihao Liu MLLM 69 1 0 07 Apr 2025
indiSplit: Bringing Severity Cognizance to Image Decomposition in Fluorescence Microscopy Ashesh Ashesh Florian Jug 54 0 0 29 Mar 2025
Test-Time Visual In-Context Tuning Jiahao Xie A. Tonioni N. Rauschmayr F. Tombari Bernt Schiele OOD VLM 65 0 0 27 Mar 2025
EGVD: Event-Guided Video Diffusion Model for Physically Realistic Large-Motion Frame Interpolation Ziran Zhang Xiaohui Li Yihao Liu Yujin Wang Yueting Chen Tianfan Xue Shi Guo DiffM VGen 92 0 0 26 Mar 2025
Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment Guanglu Dong Xiangyu Liao Mingyang Li Guihuan Guo Chao Ren 42 0 0 25 Mar 2025
Cat-AIR: Content and Task-Aware All-in-One Image Restoration Jiachen Jiang Tianyu Ding Kaipeng Zhang Jinxin Zhou Tianyi Chen Ilya Zharkov Zhihui Zhu Luming Liang 54 0 0 23 Mar 2025
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration Yawei Li Bin Ren Christos Sakaridis Rakesh Ranjan Mengyuan Liu N. Sebe Ming-Hsuan Yang Luca Benini 61 0 0 22 Mar 2025
UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations Debabrata Mandal Soumitri Chattopadhyay Guansen Tong Praneeth Chakravarthula DiffM 57 0 0 20 Mar 2025
SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability Jiankang Wang Zhihan Zhang Zhihang Liu Yong Li Jiannan Ge Hongtao Xie Yongdong Zhang 60 0 0 18 Mar 2025
Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal Rongxin Liao Feng-Qiang Li Yanyan Wei Zenglin Shi Le Zhang H. Bai Hao Wu 56 0 0 12 Mar 2025
One-Step Diffusion Model for Image Motion-Deblurring X. Liu Yuquan Wang Zhaoyu Chen Jingyun Liang He Zhang Yuyao Zhang Xiaokang Yang DiffM 76 0 0 09 Mar 2025
Implicit Neural Representation for Video and Image Super-Resolution M. Aiyetigbo Wanqi Yuan Feng Luo Nianyi Li SupR 56 0 0 06 Mar 2025
DarkDeblur: Learning single-shot image deblurring in low-light condition S. Sharif R. A. Naqvi Farman Alic Mithun Biswas VLM 92 18 0 04 Mar 2025
Adaptive Identification of Blurred Regions for Accurate Image Deblurring Hu Gao Depeng Dang 44 0 0 28 Feb 2025
Towards Differential Handling of Various Blur Regions for Accurate Image Deblurring Hu Gao Depeng Dang 53 0 0 27 Feb 2025
Event-Based Video Frame Interpolation With Cross-Modal Asymmetric Bidirectional Motion Fields Taewoo Kim Yujeong Chae Hyun-Kurl Jang Kuk-Jin Yoon 89 34 0 20 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 95 3 0 20 Feb 2025
Exploiting Deblurring Networks for Radiance Fields Haeyun Choi Heemin Yang Janghyeok Han Sunghyun Cho 59 0 0 20 Feb 2025
MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers Ao Li Wei Fang Hongbo Zhao Le Lu Ge Yang Minfeng Xu DiffM 83 0 0 11 Feb 2025
DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models Lingshun Kong Jiawei Zhang Dongqing Zou Jimmy S. J. Ren Xiaohe Wu Jiangxin Dong Jinshan Pan DiffM 87 0 0 06 Feb 2025
BD-Diff: Generative Diffusion Model for Image Deblurring on Unknown Domains with Blur-Decoupled Learning Junhao Cheng Wei-Ting Chen Xi Lu Ming-Hsuan Yang DiffM 60 0 0 03 Feb 2025
Deblur-Avatar: Animatable Avatars from Motion-Blurred Monocular Videos Xianrui Luo Juewen Peng Zhongang Cai Lei Yang Fan Yang Zhiguo Cao Guosheng Lin VGen 189 0 0 23 Jan 2025
Image Motion Blur Removal in the Temporal Dimension with Video Diffusion Models Wang Pang Zhihao Zhan Xiang Zhu Yechao Bai DiffM 78 1 0 22 Jan 2025
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Jingbo Lin Zhilu Zhang W. J. Li Renjing Pei Hang Xu Hongzhi Zhang Wangmeng Zuo 39 0 0 28 Dec 2024
UNet--: Memory-Efficient and Feature-Enhanced Network Architecture based on U-Net with Reduced Skip-Connections Lingxiao Yin Wei Tao Dongyue Zhao Tadayuki Ito Kinya Osa Masami Kato Tse-Wei Chen 38 0 0 24 Dec 2024
Consistent Diffusion: Denoising Diffusion Model with Data-Consistent Training for Image Restoration Xinlong Cheng Tiantian Cao Guoan Cheng Bangxuan Huang Xinghan Tian Ye Wang Xiaoyu He Weixin Li Tianfan Xue Xuan Dong DiffM 99 0 0 17 Dec 2024
Towards Context-aware Convolutional Network for Image Restoration Fangwei Hao Ji Du Weiyun Liang Jing Xu Xiaoxuan Xu SupR 100 0 0 15 Dec 2024
XYScanNet: A State Space Model for Single Image Deblurring Hanzhou Liu Chengkai Liu Jiacong Xu Peng Jiang Mi Lu Mamba 90 0 0 13 Dec 2024
Modeling Dual-Exposure Quad-Bayer Patterns for Joint Denoising and Deblurring Yuzhi Zhao L. Po Xin Ye Yongzhe Xu Qiong Yan 83 1 0 10 Dec 2024
Adaptive High-Pass Kernel Prediction for Efficient Video Deblurring Bo Ji Angela Yao 78 0 0 02 Dec 2024
FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration Hao Li Xiang Chen Jiangxin Dong Jinhui Tang Jinshan Pan 73 2 0 02 Dec 2024
VISION-XL: High Definition Video Inverse Problem Solver using Latent Image Diffusion Models Taesung Kwon Jong Chul Ye 80 1 0 29 Nov 2024