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Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel
  Data
v1v2 (latest)

Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data

IEEE International Conference on Computer Vision (ICCV), 2020
6 December 2020
Abdullah Abuolaim
M. Delbracio
D. Kelly
M. S. Brown
P. Milanfar
ArXiv (abs)PDFHTML

Papers citing "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data"

38 / 38 papers shown
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration
Hanzhou Liu
Binghan Li
Chengkai Liu
Mi Lu
162
1
0
23 Jul 2025
Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention
Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention
Yuang Ai
Huaibo Huang
Tao Wu
Qihang Fan
Ran He
309
2
0
22 May 2025
Dual-Camera All-in-Focus Neural Radiance Fields
Dual-Camera All-in-Focus Neural Radiance FieldsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Xianrui Luo
Zijin Wu
Juewen Peng
Huiqiang Sun
Zhiguo Cao
Guosheng Lin
VGen
403
1
0
23 Apr 2025
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration
Yawei Li
Bin Ren
Christos Sakaridis
Rakesh Ranjan
Mengyuan Liu
Andrii Zadaianchuk
Ming-Hsuan Yang
Luca Benini
380
0
0
22 Mar 2025
Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures
Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures
Tim Seizinger
Florin-Alexandru Vasluianu
Marcos V. Conde
Zongwei Wu
Radu Timofte
385
5
0
20 Mar 2025
Simulating Dual-Pixel Images From Ray Tracing For Depth Estimation
Simulating Dual-Pixel Images From Ray Tracing For Depth Estimation
Fengchen He
Dayang Zhao
Hao Xu
Tingwei Quan
Shaoqun Zeng
MDE
250
0
0
14 Mar 2025
Revisiting Disparity from Dual-Pixel Images: Physics-Informed
  Lightweight Depth Estimation
Revisiting Disparity from Dual-Pixel Images: Physics-Informed Lightweight Depth EstimationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Teppei Kurita
Yuhi Kondo
Legong Sun
Takayuki Sasaki
Sho Nitta
Yasuhiro Hashimoto
Yoshinori Muramatsu
Y. Moriuchi
MDE3DH
333
1
0
06 Nov 2024
Reblurring-Guided Single Image Defocus Deblurring: A Learning Framework with Misaligned Training Pairs
Reblurring-Guided Single Image Defocus Deblurring: A Learning Framework with Misaligned Training PairsInternational Journal of Computer Vision (IJCV), 2024
Xinya Shu
Yu Li
Dongwei Ren
Xiaohe Wu
Jin Li
W. Zuo
284
2
0
26 Sep 2024
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and
  Selective Frequency Transformer for Image Deblurring
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image DeblurringIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Subhajit Paul
Sahil Kumawat
Ashutosh Gupta
Deepak Mishra
264
5
0
03 Sep 2024
Disparity Estimation Using a Quad-Pixel Sensor
Disparity Estimation Using a Quad-Pixel SensorBritish Machine Vision Conference (BMVC), 2024
Zhuofeng Wu
Doehyung Lee
Zihua Liu
Kazunori Yoshizaki
Yusuke Monno
Masatoshi Okutomi
MDE
234
4
0
01 Sep 2024
Dynamic Neural Radiance Field From Defocused Monocular Video
Dynamic Neural Radiance Field From Defocused Monocular Video
Xianrui Luo
Huiqiang Sun
Juewen Peng
Zhiguo Cao
VGen
324
7
0
08 Jul 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical
  Attentions
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions
Zhijun Tu
Kunpeng Du
Hanting Chen
Hai-lin Wang
Wei Li
Jie Hu
Yunhe Wang
ViT
289
9
0
31 Mar 2024
Passive Snapshot Coded Aperture Dual-Pixel RGB-D Imaging
Passive Snapshot Coded Aperture Dual-Pixel RGB-D Imaging
B. Ghanekar
S. S. Khan
Pranav Sharma
Shreyas Singh
Vivek Boominathan
Kaushik Mitra
Ashok Veeraraghavan
290
8
0
28 Feb 2024
Efficient Image Deblurring Networks based on Diffusion Models
Efficient Image Deblurring Networks based on Diffusion Models
Kang Chen
Yuanjie Liu
DiffM
345
4
0
11 Jan 2024
Improving Image Restoration through Removing Degradations in Textual
  Representations
Improving Image Restoration through Removing Degradations in Textual RepresentationsComputer Vision and Pattern Recognition (CVPR), 2023
Jingbo Lin
Zhilu Zhang
Yuxiang Wei
Dongwei Ren
Dongsheng Jiang
Wangmeng Zuo
244
45
0
28 Dec 2023
SPIRE: Semantic Prompt-Driven Image Restoration
SPIRE: Semantic Prompt-Driven Image Restoration
Zhiheng Liu
Zhengzhong Tu
Keren Ye
M. Delbracio
P. Milanfar
Qifeng Chen
Hossein Talebi
DiffM
375
19
0
18 Dec 2023
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network
LDP: Language-driven Dual-Pixel Image Defocus Deblurring NetworkComputer Vision and Pattern Recognition (CVPR), 2023
Hao Yang
Liyuan Pan
Yan Yang
Richard Hartley
Miaomiao Liu
VLM
282
16
0
19 Jul 2023
Continuous Cost Aggregation for Dual-Pixel Disparity Extraction
Continuous Cost Aggregation for Dual-Pixel Disparity ExtractionInternational Conference on 3D Vision (3DV), 2023
Sagi Monin
S. Katz
Georgios Evangelidis
3DV
162
4
0
13 Jun 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration
WaveDM: Wavelet-Based Diffusion Models for Image RestorationIEEE transactions on multimedia (IEEE TMM), 2023
Yi Huang
Jiancheng Huang
Jianzhuang Liu
Mingfu Yan
Yu Dong
Jiaxi Lv
Chaoqi Chen
Shifeng Chen
326
90
0
23 May 2023
Point-and-Shoot All-in-Focus Photo Synthesis from Smartphone Camera Pair
Point-and-Shoot All-in-Focus Photo Synthesis from Smartphone Camera Pair
Xianrui Luo
Juewen Peng
Weiyue Zhao
Ke Xian
Hao Lu
Zhiguo Cao
247
4
0
11 Apr 2023
$\text{DC}^2$: Dual-Camera Defocus Control by Learning to Refocus
DC2\text{DC}^2DC2: Dual-Camera Defocus Control by Learning to RefocusComputer Vision and Pattern Recognition (CVPR), 2023
Hadi Alzayer
Abdullah Abuolaim
Leung Chun Chan
Yang Yang
Ying Chen Lou
Jia-Bin Huang
Abhishek Kar
207
18
0
06 Apr 2023
Masked Autoencoders as Image Processors
Masked Autoencoders as Image Processors
Huiyu Duan
Wei Shen
Xiongkuo Min
Danyang Tu
Long Teng
Jia Wang
Guangtao Zhai
ViT
144
13
0
30 Mar 2023
Image Deblurring by Exploring In-depth Properties of Transformer
Image Deblurring by Exploring In-depth Properties of TransformerIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Pengwei Liang
Junjun Jiang
Xianming Liu
Jiayi Ma
ViT
169
27
0
24 Mar 2023
Efficient and Explicit Modelling of Image Hierarchies for Image
  Restoration
Efficient and Explicit Modelling of Image Hierarchies for Image RestorationComputer Vision and Pattern Recognition (CVPR), 2023
Yawei Li
Yuchen Fan
Xiaoyu Xiang
D. Demandolx
Rakesh Ranjan
Radu Timofte
Luc Van Gool
269
284
0
01 Mar 2023
Revisiting Image Deblurring with an Efficient ConvNet
Revisiting Image Deblurring with an Efficient ConvNet
Lingyan Ruan
Mojtaba Bemana
Hans-peter Seidel
K. Myszkowski
Bin Chen
161
27
0
04 Feb 2023
Learning Single Image Defocus Deblurring with Misaligned Training Pairs
Learning Single Image Defocus Deblurring with Misaligned Training PairsAAAI Conference on Artificial Intelligence (AAAI), 2022
Yu Li
Dongwei Ren
Xinyao Shu
W. Zuo
144
11
0
26 Nov 2022
Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild
Learnable Blur Kernel for Single-Image Defocus Deblurring in the WildAAAI Conference on Artificial Intelligence (AAAI), 2022
Jucai Zhai
Pengcheng Zeng
Chihao Ma
Yong Zhao
Jie Chen
155
7
0
25 Nov 2022
Dual-Pixel Raindrop Removal
Dual-Pixel Raindrop RemovalIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yizhou Li
Yusuke Monno
Masatoshi Okutomi
155
11
0
24 Oct 2022
DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus
  Deblurring with Transformer
DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with TransformerIEEE International Conference on Multimedia and Expo (ICME), 2022
Dafeng Zhang
Xiaobing Wang
ViT
209
14
0
13 Sep 2022
Learning Dual-Pixel Alignment for Defocus Deblurring
Learning Dual-Pixel Alignment for Defocus DeblurringNeurocomputing (Neurocomputing), 2022
Yu Li
Yaling Yi
Dongwei Ren
Qince Li
W. Zuo
183
8
0
26 Apr 2022
Learning Enriched Features for Fast Image Restoration and Enhancement
Learning Enriched Features for Fast Image Restoration and EnhancementIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Syed Waqas Zamir
Aditya Arora
Salman Khan
Munawar Hayat
Fahad Shahbaz Khan
Ming-Hsuan Yang
Ling Shao
SupR
246
541
0
19 Apr 2022
Learning to Deblur using Light Field Generated and Real Defocus Images
Learning to Deblur using Light Field Generated and Real Defocus ImagesComputer Vision and Pattern Recognition (CVPR), 2022
Lingyan Ruan
Bin Chen
Jizhou Li
Miuling Lam
150
97
0
01 Apr 2022
Improving Image Restoration by Revisiting Global Information Aggregation
Improving Image Restoration by Revisiting Global Information Aggregation
Xiaojie Chu
Liangyu Chen
Chengpeng Chen
Xin Lu
462
117
0
08 Dec 2021
Natural & Adversarial Bokeh Rendering via Circle-of-Confusion Predictive
  Network
Natural & Adversarial Bokeh Rendering via Circle-of-Confusion Predictive Network
Yihao Huang
Felix Juefei Xu
Qing Guo
G. Pu
Yang Liu
GAN
241
6
0
25 Nov 2021
Facial Depth and Normal Estimation using Single Dual-Pixel Camera
Facial Depth and Normal Estimation using Single Dual-Pixel Camera
Min-Koo Kang
Jaesung Choe
Hyowon Ha
Hae-Gon Jeon
Sunghoon Im
In So Kweon
KuK-Jin Yoon
3DHCVBMMDE
221
13
0
25 Nov 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration
Restormer: Efficient Transformer for High-Resolution Image Restoration
Syed Waqas Zamir
Aditya Arora
Salman Khan
Munawar Hayat
Fahad Shahbaz Khan
Ming-Hsuan Yang
ViT
595
3,306
0
18 Nov 2021
Multi-View Motion Synthesis via Applying Rotated Dual-Pixel Blur Kernels
Multi-View Motion Synthesis via Applying Rotated Dual-Pixel Blur Kernels
Abdullah Abuolaim
Mahmoud Afifi
Michael S. Brown
MDE
150
4
0
15 Nov 2021
BaMBNet: A Blur-aware Multi-branch Network for Defocus Deblurring
BaMBNet: A Blur-aware Multi-branch Network for Defocus Deblurring
Pengwei Liang
Junjun Jiang
Xianming Liu
Jiayi Ma
Mamba
176
4
0
31 May 2021
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