Revisiting Disparity from Dual-Pixel Images: Physics-Informed Lightweight Depth Estimation

6 November 2024

Teppei Kurita

Papers citing "Revisiting Disparity from Dual-Pixel Images: Physics-Informed Lightweight Depth Estimation"

21 / 21 papers shown

Title
Passive Snapshot Coded Aperture Dual-Pixel RGB-D Imaging B. Ghanekar S. S. Khan Pranav Sharma Shreyas Singh Vivek Boominathan Kaushik Mitra Ashok Veeraraghavan 80 3 0 28 Feb 2024
LRRU: Long-short Range Recurrent Updating Networks for Depth Completion Yufei Wang Bo Li Ge Zhang Qi Liu Tao Gao Yuchao Dai 106 48 0 13 Oct 2023
Robust Depth Completion with Uncertainty-Driven Loss Functions Yufan Zhu W. Dong Leida Li Jinjian Wu Xin Li Guangming Shi UQCV 62 43 0 15 Dec 2021
Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image Shumian Xin Neal Wadhwa Tianfan Xue Jonathan T. Barron Pratul P. Srinivasan Jiawen Chen Ioannis Gkioulekas Rahul Garg 123 36 0 12 Oct 2021
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning Abdullah Abuolaim Mahmoud Afifi M. S. Brown 63 32 0 11 Aug 2021
RigNet: Repetitive Image Guided Network for Depth Completion Zhiqiang Yan Kun Wang Xiang Li Zhenyu Zhang Jun Li Jian Yang 3DV VLM 88 119 0 29 Jul 2021
Towards Fast and Accurate Real-World Depth Super-Resolution: Benchmark Dataset and Baseline Lingzhi He Hongguang Zhu Feng Li H. Bai Runmin Cong Chunjie Zhang Chunyu Lin Meiqin Liu Yao Zhao MDE 88 90 0 13 Apr 2021
PENet: Towards Precise and Efficient Image Guided Depth Completion Mu Hu Shuling Wang Bin Li Shiyu Ning Li Fan Xiaojin Gong MDE 145 279 0 01 Mar 2021
Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data Abdullah Abuolaim M. Delbracio D. Kelly M. S. Brown P. Milanfar 98 58 0 06 Dec 2020
Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration Liyuan Pan S. Chowdhury Leonid Sigal Miaomiao Liu Hongguang Zhang Hongdong Li 3DV 3DH MDE 90 44 0 01 Dec 2020
Non-Local Spatial Propagation Network for Depth Completion Jinsun Park Kyungdon Joo Zhe Hu Chi Liu In So Kweon 3DV MDE 122 325 0 20 Jul 2020
Defocus Deblurring Using Dual-Pixel Data Abdullah Abuolaim M. S. Brown 137 194 0 01 May 2020
Learning to Autofocus Charles Herrmann Richard Strong Bowen Neal Wadhwa Rahul Garg Qiurui He Jonathan T. Barron Ramin Zabih 55 46 0 26 Apr 2020
Du $^2$ Net: Learning Depth Estimation from Dual-Cameras and Dual-Pixels Yinda Zhang Neal Wadhwa Sergio Orts Christian Häne S. Fanello Rahul Garg MDE 3DV 138 37 0 31 Mar 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 568 42,677 0 03 Dec 2019
CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion Xinjing Cheng Peng Wang Chenye Guan Ruigang Yang 72 224 0 13 Nov 2019
Learning Single Camera Depth Estimation using Dual-Pixels Rahul Garg Neal Wadhwa S. Ansari Jonathan T. Barron MDE 65 112 0 11 Apr 2019
Depth Estimation via Affinity Learned with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang MDE 107 323 0 01 Aug 2018
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 245 179 0 11 Jun 2018
The Fast Bilateral Solver Jonathan T. Barron Ben Poole 240 372 0 10 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014