Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help
Through Multi-Task Learning

v1v2 (latest)

Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning

11 August 2021

Abdullah Abuolaim

ArXiv (abs)PDF HTML Github (49★)

Papers citing "Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning"

15 / 15 papers shown

Title
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong Haoyang Li Yue Deng ViT 112 0 0 07 May 2025
Simulating Dual-Pixel Images From Ray Tracing For Depth Estimation Fengchen He Dayang Zhao Hao Xu Tingwei Quan Shaoqun Zeng MDE 77 0 0 14 Mar 2025
Revisiting Disparity from Dual-Pixel Images: Physics-Informed Lightweight Depth Estimation Teppei Kurita Yuhi Kondo Legong Sun Takayuki Sasaki Sho Nitta Yasuhiro Hashimoto Yoshinori Muramatsu Y. Moriuchi MDE 3DH 123 0 0 06 Nov 2024
BAGS: Blur Agnostic Gaussian Splatting through Multi-Scale Kernel Modeling Cheng-Fang Peng Yutao Tang Yifan Zhou Nengyu Wang Xijun Liu Deming Li Rama Chellappa 80 28 0 07 Mar 2024
Deblurring 3D Gaussian Splatting Byeonghyeon Lee Howoong Lee Xiangyu Sun Usman Ali Eunbyung Park 3DGS 118 45 0 01 Jan 2024
Sharp-NeRF: Grid-based Fast Deblurring Neural Radiance Fields Using Sharpness Prior Byeonghyeon Lee Howoong Lee Usman Ali Eunbyung Park 106 9 0 01 Jan 2024
BSRAW: Improving Blind RAW Image Super-Resolution Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte 57 8 0 24 Dec 2023
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network Hao Yang Liyuan Pan Yan Yang Richard Hartley Miaomiao Liu VLM 91 9 0 19 Jul 2023
Continuous Cost Aggregation for Dual-Pixel Disparity Extraction Sagi Monin S. Katz Georgios Evangelidis 3DV 59 2 0 13 Jun 2023
Point-and-Shoot All-in-Focus Photo Synthesis from Smartphone Camera Pair Xianrui Luo Juewen Peng Weiyue Zhao Ke Xian Hao Lu Zhiguo Cao 67 3 0 11 Apr 2023
$$\text{DC}^2$: Dual-Camera Defocus Control by Learning to Refocus$ $\text{DC}^2$ : Dual-Camera Defocus Control by Learning to Refocus Hadi Alzayer Abdullah Abuolaim Leung Chun Chan Yang Yang Ying Chen Lou Jia-Bin Huang Abhishek Kar 77 12 0 06 Apr 2023
Revisiting Image Deblurring with an Efficient ConvNet Lingyan Ruan Mojtaba Bemana Hans-peter Seidel K. Myszkowski Bin Chen 73 13 0 04 Feb 2023
Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild Jucai Zhai Pengcheng Zeng Chihao Ma Yong Zhao Jie Chen 63 5 0 25 Nov 2022
Learning to Deblur using Light Field Generated and Real Defocus Images Lingyan Ruan Bin Chen Jizhou Li Miuling Lam 71 72 0 01 Apr 2022
Multi-View Motion Synthesis via Applying Rotated Dual-Pixel Blur Kernels Abdullah Abuolaim Mahmoud Afifi Michael S. Brown MDE 48 4 0 15 Nov 2021