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

11 August 2021

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

17 / 17 papers shown

Title
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong H. Li Yue Deng ViT 43 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 38 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 33 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 32 25 0 07 Mar 2024
Deblurring 3D Gaussian Splatting Byeonghyeon Lee Howoong Lee Xiangyu Sun Usman Ali Eunbyung Park 3DGS 26 41 0 01 Jan 2024
Sharp-NeRF: Grid-based Fast Deblurring Neural Radiance Fields Using Sharpness Prior Byeonghyeon Lee Howoong Lee Usman Ali Eunbyung Park 34 7 0 01 Jan 2024
BSRAW: Improving Blind RAW Image Super-Resolution Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte 33 6 0 24 Dec 2023
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network Hao-Liang Yang Liyuan Pan Yan Yang Richard Hartley Miaomiao Liu VLM 31 9 0 19 Jul 2023
Continuous Cost Aggregation for Dual-Pixel Disparity Extraction Sagi Monin S. Katz Georgios Evangelidis 3DV 19 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 17 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 30 12 0 06 Apr 2023
Revisiting Image Deblurring with an Efficient ConvNet Lingyan Ruan Mojtaba Bemana Hans-peter Seidel K. Myszkowski Bin Chen 36 12 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 17 5 0 25 Nov 2022
Multi-scale frequency separation network for image deblurring Yanni Zhang Qiangjie Li Miao Qi Di Liu Jun Kong Jianzhong Wang 13 32 0 01 Jun 2022
Learning to Deblur using Light Field Generated and Real Defocus Images Lingyan Ruan Bin Chen Jizhou Li Miuling Lam 24 67 0 01 Apr 2022
Multi-View Motion Synthesis via Applying Rotated Dual-Pixel Blur Kernels Abdullah Abuolaim Mahmoud Afifi Michael S. Brown MDE 13 4 0 15 Nov 2021
Synthetic Depth-of-Field with a Single-Camera Mobile Phone Neal Wadhwa Rahul Garg David E. Jacobs Bryan E. Feldman Nori Kanazawa Robert E. Carroll Yair Movshovitz-Attias Jonathan T. Barron Yael Pritch M. Levoy 3DH MDE 179 176 0 11 Jun 2018