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Dual Pixel Exploration: Simultaneous Depth Estimation and Image
  Restoration

Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration

Computer Vision and Pattern Recognition (CVPR), 2020
1 December 2020
Liyuan Pan
S. Chowdhury
Leonid Sigal
Miaomiao Liu
Hongguang Zhang
Hongdong Li
    3DV3DHMDE
ArXiv (abs)PDFHTML

Papers citing "Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration"

30 / 30 papers shown
Dynamic Gaussian Splatting from Defocused and Motion-blurred Monocular Videos
Dynamic Gaussian Splatting from Defocused and Motion-blurred Monocular Videos
Xuankai Zhang
Junjin Xiao
Qing Zhang
3DGS
246
0
0
12 Oct 2025
DiFuse-Net: RGB and Dual-Pixel Depth Estimation using Window Bi-directional Parallax Attention and Cross-modal Transfer Learning
DiFuse-Net: RGB and Dual-Pixel Depth Estimation using Window Bi-directional Parallax Attention and Cross-modal Transfer Learning
Kunal Swami
Debtanu Gupta
A. Muduli
Chirag Jaiswal
Pankaj Bajpai
MDE
357
0
0
17 Jun 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
432
1
0
23 Apr 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
303
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
349
1
0
06 Nov 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
262
4
0
01 Sep 2024
EV-MGDispNet: Motion-Guided Event-Based Stereo Disparity Estimation
  Network with Left-Right Consistency
EV-MGDispNet: Motion-Guided Event-Based Stereo Disparity Estimation Network with Left-Right Consistency
Junjie Jiang
Hao Zhuang
Xinjie Huang
Delei Kong
Zheng Fang
232
4
0
10 Aug 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
423
7
0
08 Jul 2024
Stereo-Knowledge Distillation from dpMV to Dual Pixels for Light Field
  Video Reconstruction
Stereo-Knowledge Distillation from dpMV to Dual Pixels for Light Field Video Reconstruction
Aryan Garg
Raghav Mallampali
Akshat Joshi
Shrisudhan Govindarajan
Kaushik Mitra
359
1
0
20 May 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
377
8
0
28 Feb 2024
SYNAuG: Exploiting Synthetic Data for Data Imbalance Problems
SYNAuG: Exploiting Synthetic Data for Data Imbalance ProblemsPattern Recognition Letters (PR), 2023
Moon Ye-Bin
Nam Hyeon-Woo
Wonseok Choi
Nayeong Kim
Suha Kwak
Tae-Hyun Oh
DiffM
450
11
0
02 Aug 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
319
17
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
237
4
0
13 Jun 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
327
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
276
18
0
06 Apr 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
197
29
0
24 Mar 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
176
12
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
168
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
172
12
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
238
14
0
13 Sep 2022
Learning Depth from Focus in the Wild
Learning Depth from Focus in the WildEuropean Conference on Computer Vision (ECCV), 2022
Changyeon Won
Hae-Gon Jeon
3DV
243
21
0
20 Jul 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
215
9
0
26 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
170
101
0
01 Apr 2022
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
243
13
0
25 Nov 2021
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring
Gaussian Kernel Mixture Network for Single Image Defocus DeblurringNeural Information Processing Systems (NeurIPS), 2021
Yuhui Quan
Zicong Wu
Hui Ji
330
55
0
31 Oct 2021
Stereo Hybrid Event-Frame (SHEF) Cameras for 3D Perception
Stereo Hybrid Event-Frame (SHEF) Cameras for 3D PerceptionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Ziwei Wang
Liyuan Pan
Yonhon Ng
Zheyu Zhuang
Robert E. Mahony
173
30
0
11 Oct 2021
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help
  Through Multi-Task Learning
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Abdullah Abuolaim
Mahmoud Afifi
M. S. Brown
219
40
0
11 Aug 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
213
4
0
31 May 2021
Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel
  Data
Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel DataIEEE International Conference on Computer Vision (ICCV), 2020
Abdullah Abuolaim
M. Delbracio
D. Kelly
M. S. Brown
P. Milanfar
339
69
0
06 Dec 2020
PlueckerNet: Learn to Register 3D Line Reconstructions
PlueckerNet: Learn to Register 3D Line ReconstructionsComputer Vision and Pattern Recognition (CVPR), 2020
Liu Liu
Hongdong Li
Haodong Yao
Ruyi Zha
3DPC3DV
283
9
0
02 Dec 2020
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