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Deep Semantic Face Deblurring
v1v2 (latest)

Deep Semantic Face Deblurring

9 March 2018
Ziyi Shen
Wei-Sheng Lai
Tingfa Xu
Jan Kautz
Ming-Hsuan Yang
    CVBM
ArXiv (abs)PDFHTML

Papers citing "Deep Semantic Face Deblurring"

50 / 102 papers shown
Hybrid CNN-ViT Framework for Motion-Blurred Scene Text Restoration
Hybrid CNN-ViT Framework for Motion-Blurred Scene Text Restoration
Umar Rashid
Muhammad Arslan Arshad
Ghulam Ahmad
Muhammad Zeeshan Anjum
Rizwan Khan
Muhammad Akmal
138
0
0
08 Nov 2025
HeadsUp! High-Fidelity Portrait Image Super-Resolution
HeadsUp! High-Fidelity Portrait Image Super-Resolution
Renjie Li
Zihao Zhu
X. Wang
Zhengzhong Tu
DiffMSupR
334
0
0
10 Oct 2025
DynFaceRestore: Balancing Fidelity and Quality in Diffusion-Guided Blind Face Restoration with Dynamic Blur-Level Mapping and Guidance
DynFaceRestore: Balancing Fidelity and Quality in Diffusion-Guided Blind Face Restoration with Dynamic Blur-Level Mapping and Guidance
Huu-Phu Do
Yu-Wei Chen
Yi-Cheng Liao
Chi-Wei Hsiao
Han-Yang Wang
Wei-Chen Chiu
Ching-Chun Huang
DiffM
302
0
0
18 Jul 2025
DicFace: Dirichlet-Constrained Variational Codebook Learning for Temporally Coherent Video Face Restoration
DicFace: Dirichlet-Constrained Variational Codebook Learning for Temporally Coherent Video Face Restoration
Yan Chen
Hanlin Shang
Ce Liu
Yuxuan Chen
Hui Li
Weihao Yuan
Hao Zhu
Zilong Dong
Siyu Zhu
302
0
0
16 Jun 2025
HonestFace: Towards Honest Face Restoration with One-Step Diffusion Model
HonestFace: Towards Honest Face Restoration with One-Step Diffusion Model
Jingkai Wang
Wu Miao
Jue Gong
Z. Chen
Xing Liu
Hong Gu
Yutong Liu
Yulun Zhang
DiffM
290
1
0
24 May 2025
NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results
NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results
Zheng Chen
Jun Wang
Kai Liu
Jue Gong
Lei Sun
...
J. Lee
C. Lee
Chih-Chung Hsu
Hu Peng
Chunming He
376
20
0
20 Apr 2025
CLIP-SR: Collaborative Linguistic and Image Processing for Super-Resolution
CLIP-SR: Collaborative Linguistic and Image Processing for Super-ResolutionIEEE transactions on multimedia (IEEE TMM), 2024
Bingwen Hu
Heng Liu
Zhedong Zheng
Ping Liu
SupR
694
2
0
16 Dec 2024
InstantRestore: Single-Step Personalized Face Restoration with
  Shared-Image Attention
InstantRestore: Single-Step Personalized Face Restoration with Shared-Image Attention
Howard Zhang
Yuval Alaluf
Sizhuo Ma
A. Kadambi
Jian Wang
Kfir Aberman
286
13
0
09 Dec 2024
Analysis and Benchmarking of Extending Blind Face Image Restoration to
  Videos
Analysis and Benchmarking of Extending Blind Face Image Restoration to VideosIEEE Transactions on Image Processing (TIP), 2024
Zhouxia Wang
Jiawei Zhang
Xintao Wang
Tianshui Chen
Y. Shan
Wei Wang
Ping Luo
CVBM
213
2
0
15 Oct 2024
AuthFace: Towards Authentic Blind Face Restoration with Face-oriented Generative Diffusion Prior
AuthFace: Towards Authentic Blind Face Restoration with Face-oriented Generative Diffusion Prior
Guoqiang Liang
Qingnan Fan
Bingtao Fu
Jinwei Chen
Hong Gu
Lin Wang
DiffM
265
5
0
13 Oct 2024
Towards Unsupervised Blind Face Restoration using Diffusion Prior
Towards Unsupervised Blind Face Restoration using Diffusion PriorIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Tianshu Kuai
Sina Honari
Igor Gilitschenski
Alex Levinshtein
DiffM
487
0
0
06 Oct 2024
Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model
Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion ModelInternational Conference on Learning Representations (ICLR), 2024
Keda Tao
Jinjin Gu
Yulun Zhang
Xiucheng Wang
Nan Cheng
DiffM
520
12
0
05 Oct 2024
HySim: An Efficient Hybrid Similarity Measure for Patch Matching in
  Image Inpainting
HySim: An Efficient Hybrid Similarity Measure for Patch Matching in Image Inpainting
Saad Noufel
Nadir Maaroufi
Mehdi Najib
Mohamed Bakhouya
195
2
0
21 Mar 2024
WaveFace: Authentic Face Restoration with Efficient Frequency Recovery
WaveFace: Authentic Face Restoration with Efficient Frequency Recovery
Yunqi Miao
Jiankang Deng
Jungong Han
DiffM
227
20
0
19 Mar 2024
BFRFormer: Transformer-based generator for Real-World Blind Face
  Restoration
BFRFormer: Transformer-based generator for Real-World Blind Face Restoration
Guojing Ge
Qi Song
Guibo Zhu
Yuting Zhang
Jinglu Chen
Miao Xin
Ming Tang
Jinqiao Wang
ViT
202
1
0
29 Feb 2024
CLR-Face: Conditional Latent Refinement for Blind Face Restoration Using
  Score-Based Diffusion Models
CLR-Face: Conditional Latent Refinement for Blind Face Restoration Using Score-Based Diffusion Models
Maitreya Suin
Rama Chellappa
DiffM
252
6
0
08 Feb 2024
ENTED: Enhanced Neural Texture Extraction and Distribution for
  Reference-based Blind Face Restoration
ENTED: Enhanced Neural Texture Extraction and Distribution for Reference-based Blind Face RestorationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Yuen-Fui Lau
Tianjia Zhang
Zhefan Rao
Qifeng Chen
DiffM
228
1
0
13 Jan 2024
Personalized Restoration via Dual-Pivot Tuning
Personalized Restoration via Dual-Pivot Tuning
Pradyumna Chari
Sizhuo Ma
Daniil Ostashev
A. Kadambi
Gurunandan Krishnan
Jian Wang
Kfir Aberman
DiffM
306
4
0
28 Dec 2023
Effective Adapter for Face Recognition in the Wild
Effective Adapter for Face Recognition in the Wild
Yunhao Liu
Yu-Ju Tsai
Kelvin C. K. Chan
Xiangtai Li
Lu Qi
Ming-Hsuan Yang
CVBM
326
1
0
04 Dec 2023
HyperLips: Hyper Control Lips with High Resolution Decoder for Talking
  Face Generation
HyperLips: Hyper Control Lips with High Resolution Decoder for Talking Face Generation
Yaosen Chen
Yu Yao
Zhiqiang Li
Wei Wang
Yanru Zhang
Han Yang
Xuming Wen
428
13
0
09 Oct 2023
A Comprehensive Survey on Deep Neural Image Deblurring
A Comprehensive Survey on Deep Neural Image Deblurring
S. A. Biyouki
Hoon Hwangbo
231
6
0
07 Oct 2023
Survey on Deep Face Restoration: From Non-blind to Blind and Beyond
Survey on Deep Face Restoration: From Non-blind to Blind and Beyond
Wenjie Li
Mei Wang
Kai Zhang
Juncheng Li
Xiaoming Li
Yuhang Zhang
Guangwei Gao
Weihong Deng
Chia-Wen Lin
CVBM
226
18
0
27 Sep 2023
Dual-Camera Joint Deblurring-Denoising
Dual-Camera Joint Deblurring-Denoising
Shayan Shekarforoush
Amanpreet Walia
Marcus A. Brubaker
Konstantinos G. Derpanis
Alex Levinshtein
282
7
0
16 Sep 2023
Dual Associated Encoder for Face Restoration
Dual Associated Encoder for Face RestorationInternational Conference on Learning Representations (ICLR), 2023
Yu-Ju Tsai
Yu-Lun Liu
Lu Qi
Kelvin C. K. Chan
Ming-Hsuan Yang
305
28
0
14 Aug 2023
RestoreFormer++: Towards Real-World Blind Face Restoration from
  Undegraded Key-Value Pairs
RestoreFormer++: Towards Real-World Blind Face Restoration from Undegraded Key-Value PairsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Zhouxia Wang
Jiawei Zhang
Tianshui Chen
Wenping Wang
Ping Luo
281
42
0
14 Aug 2023
Towards Authentic Face Restoration with Iterative Diffusion Models and
  Beyond
Towards Authentic Face Restoration with Iterative Diffusion Models and BeyondIEEE International Conference on Computer Vision (ICCV), 2023
Yang Zhao
Tingbo Hou
Yu-Chuan Su
Xuhui Jia. Yandong Li
Matthias Grundmann
DiffM
249
29
0
18 Jul 2023
FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance
  and Altitude
FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and AltitudeIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Feng Liu
Ryan C Ashbaugh
Nicholas Chimitt
Najmul Hassan
Ali Hassani
...
Arun Ross
Humphrey Shi
Zinan Lin
Anil Jain
Xiaoming Liu
CVBM
349
29
0
29 Jun 2023
DR2: Diffusion-based Robust Degradation Remover for Blind Face
  Restoration
DR2: Diffusion-based Robust Degradation Remover for Blind Face RestorationComputer Vision and Pattern Recognition (CVPR), 2023
Zhixin Wang
Xiaoyun Zhang
Ziying Zhang
Huangjie Zheng
Mingyuan Zhou
Ya Zhang
Yanfeng Wang
DiffM
377
127
0
13 Mar 2023
Take a Prior from Other Tasks for Severe Blur Removal
Take a Prior from Other Tasks for Severe Blur RemovalComputer Vision and Image Understanding (CVIU), 2023
Pei Wang
Danna Xue
Yu Zhu
Jinqiu Sun
Qingsen Yan
Sung-eui Yoon
Yanning Zhang
195
5
0
14 Feb 2023
A survey on facial image deblurring
A survey on facial image deblurringComputational Visual Media (CVM), 2023
Bingnan Wang
Jianwei Niu
Q. Zheng
CVBM
229
7
0
10 Feb 2023
DifFace: Blind Face Restoration with Diffused Error Contraction
DifFace: Blind Face Restoration with Diffused Error ContractionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Zongsheng Yue
Chen Change Loy
DiffM
421
135
0
13 Dec 2022
Blur Interpolation Transformer for Real-World Motion from Blur
Blur Interpolation Transformer for Real-World Motion from BlurComputer Vision and Pattern Recognition (CVPR), 2022
Zhihang Zhong
Ming Cao
Xiang Ji
Yinqiang Zheng
Imari Sato
ViT
272
48
0
21 Nov 2022
Semantic-aware Texture-Structure Feature Collaboration for Underwater
  Image Enhancement
Semantic-aware Texture-Structure Feature Collaboration for Underwater Image EnhancementIEEE International Conference on Robotics and Automation (ICRA), 2022
Di Wang
Long Ma
Risheng Liu
Xin-Yue Fan
279
39
0
19 Nov 2022
Deep Face Restoration: A Survey
Deep Face Restoration: A Survey
Tao Wang
Kaihao Zhang
Jiankang Deng
Tong Lu
Jiankang Deng
Tong Lu
251
40
0
05 Nov 2022
Fantômas: Understanding Face Anonymization Reversibility
Fantômas: Understanding Face Anonymization ReversibilityProceedings on Privacy Enhancing Technologies (PoPETs), 2022
Julian Todt
Simon Hanisch
Thorsten Strufe
PICVCVBM
396
7
0
19 Oct 2022
Learning Dual Memory Dictionaries for Blind Face Restoration
Learning Dual Memory Dictionaries for Blind Face RestorationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Xiaoming Li
Shiguang Zhang
Shangchen Zhou
Lei Zhang
W. Zuo
CVBM
213
58
0
15 Oct 2022
Rethinking Blur Synthesis for Deep Real-World Image Deblurring
Rethinking Blur Synthesis for Deep Real-World Image Deblurring
Hao Wei
Chenyang Ge
Xin Qiao
Pengchao Deng
242
1
0
28 Sep 2022
Towards Real-World Video Deblurring by Exploring Blur Formation Process
Towards Real-World Video Deblurring by Exploring Blur Formation Process
Ming Cao
Zhihang Zhong
Yanbo Fan
Jiahao Wang
Yong Zhang
Jue Wang
Yujiu Yang
Yinqiang Zheng
174
9
0
28 Aug 2022
Error-Aware Spatial Ensembles for Video Frame Interpolation
Error-Aware Spatial Ensembles for Video Frame Interpolation
Zhixiang Chi
Rasoul Mohammadi Nasiri
Zheng Liu
Yuanhao Yu
Juwei Lu
Jingshan Tang
Konstantinos N Plataniotis
207
3
0
25 Jul 2022
Face Deblurring using Dual Camera Fusion on Mobile Phones
Face Deblurring using Dual Camera Fusion on Mobile PhonesACM Transactions on Graphics (TOG), 2022
Wei-Sheng Lai
Yichang Shih
Lun-Cheng Chu
Xiaotong Wu
Sung-Fang Tsai
Michael Krainin
Deqing Sun
Chia-Kai Liang
CVBM3DH
221
29
0
23 Jul 2022
FaceFormer: Scale-aware Blind Face Restoration with Transformers
FaceFormer: Scale-aware Blind Face Restoration with Transformers
Aijin Li
Gengyan Li
Lei Sun
Xintao Wang
CVBM
207
7
0
20 Jul 2022
Continuous Facial Motion Deblurring
Continuous Facial Motion DeblurringIEEE Access (IEEE Access), 2022
Tae Bok Lee
Sujy Han
Y. S. Heo
255
1
0
14 Jul 2022
Rethinking Super-Resolution as Text-Guided Details Generation
Rethinking Super-Resolution as Text-Guided Details GenerationACM Multimedia (ACM MM), 2022
Wenxuan Yang
Bo Yan
Qing Lin
Weimin Tan
Siming Chen
228
7
0
14 Jul 2022
Learning to restore images degraded by atmospheric turbulence using
  uncertainty
Learning to restore images degraded by atmospheric turbulence using uncertaintyInternational Conference on Information Photonics (ICIP), 2021
R. Yasarla
Vishal M. Patel
150
49
0
07 Jul 2022
Multi-Prior Learning via Neural Architecture Search for Blind Face RestorationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yanjiang Yu
Puyang Zhang
Kaihao Zhang
Tong Lu
Changsheng Li
Ye Yuan
Guoren Wang
CVBM
255
10
0
28 Jun 2022
Towards Robust Blind Face Restoration with Codebook Lookup Transformer
Towards Robust Blind Face Restoration with Codebook Lookup TransformerNeural Information Processing Systems (NeurIPS), 2022
Shangchen Zhou
Kelvin C. K. Chan
Chongyi Li
Chen Change Loy
CVBM
339
344
0
22 Jun 2022
3D Face Parsing via Surface Parameterization and 2D Semantic
  Segmentation Network
3D Face Parsing via Surface Parameterization and 2D Semantic Segmentation Network
Wenyuan Sun
Ping Zhou
Yangang Wang
Zongpu Yu
Jing Jin
Guangquan Zhou
3DPC3DV3DH
246
2
0
18 Jun 2022
Blind Face Restoration: Benchmark Datasets and a Baseline Model
Blind Face Restoration: Benchmark Datasets and a Baseline ModelNeurocomputing (Neurocomputing), 2022
Puyang Zhang
Kaihao Zhang
Tong Lu
Changsheng Li
Guoren Wang
CVBM
201
28
0
08 Jun 2022
Priors in Deep Image Restoration and Enhancement: A Survey
Priors in Deep Image Restoration and Enhancement: A Survey
Yunfan Lu
Yi Lin
Hao Wu
Yuan Luo
Xueye Zheng
Hui Xiong
Lin Wang
297
6
0
04 Jun 2022
Enhancing Quality of Pose-varied Face Restoration with Local Weak
  Feature Sensing and GAN Prior
Enhancing Quality of Pose-varied Face Restoration with Local Weak Feature Sensing and GAN Prior
Kaigeng Hu
Yu Liu
Renhe Liu
Wei Lu
Gang Yu
Bin-Bin Fu
CVBM
375
3
0
28 May 2022
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