Learning Single Camera Depth Estimation using Dual-Pixels

11 April 2019

Neal Wadhwa

Papers citing "Learning Single Camera Depth Estimation using Dual-Pixels"

28 / 28 papers shown

Title
Disparity Estimation Using a Quad-Pixel Sensor Zhuofeng Wu Doehyung Lee Zihua Liu Kazunori Yoshizaki Yusuke Monno Masatoshi Okutomi MDE 27 1 0 01 Sep 2024
Promoting CNNs with Cross-Architecture Knowledge Distillation for Efficient Monocular Depth Estimation Zhimeng Zheng Tao Huang Gongsheng Li Zuyi Wang 53 2 0 25 Apr 2024
Passive Snapshot Coded Aperture Dual-Pixel RGB-D Imaging B. Ghanekar S. S. Khan Pranav Sharma Shreyas Singh Vivek Boominathan Kaushik Mitra Ashok Veeraraghavan 47 2 0 28 Feb 2024
3D Trajectory Reconstruction of Drones using a Single Camera Seobin Hwang Hanyoung Kim Chaeyeon Heo Youkyoung Na Cheongeun Lee Yeong-Jun Cho 34 2 0 06 Sep 2023
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network Hao Yang Liyuan Pan Yan Yang Richard Hartley Miaomiao Liu VLM 49 9 0 19 Jul 2023
Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild Jucai Zhai Pengcheng Zeng Chihao Ma Yong Zhao Jie Chen 27 5 0 25 Nov 2022
Dual-Pixel Raindrop Removal Yizhou Li Yusuke Monno Masatoshi Okutomi 26 4 0 24 Oct 2022
StyLandGAN: A StyleGAN based Landscape Image Synthesis using Depth-map Gun-Hee Lee Jonghwa Yim Chanran Kim Min-Jung Kim GAN MDE 44 1 0 13 May 2022
Learning Dual-Pixel Alignment for Defocus Deblurring Yu Li Yaling Yi Dongwei Ren Qince Li W. Zuo 39 5 0 26 Apr 2022
Deep Depth from Focal Stack with Defocus Model for Camera-Setting Invariance Yuki Fujimura M. Iiyama Takuya Funatomi Y. Mukaigawa 24 6 0 26 Feb 2022
A Survey on RGB-D Datasets Alexandre Lopes Roberto Souza Hélio Pedrini 3DV MDE 31 34 0 15 Jan 2022
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring Yuhui Quan Zicong Wu Hui Ji 35 37 0 31 Oct 2021
Self-Supervised Monocular Depth Estimation with Internal Feature Fusion Hang Zhou David Greenwood Sarah Taylor SSL MDE 22 110 0 18 Oct 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 25 35 0 12 Oct 2021
SLIDE: Single Image 3D Photography with Soft Layering and Depth-aware Inpainting Varun Jampani Huiwen Chang Kyle Sargent Abhishek Kar Richard Tucker ... D. Kaeser William T. Freeman D. Salesin Brian L. Curless Ce Liu 48 53 0 02 Sep 2021
Iterative Filter Adaptive Network for Single Image Defocus Deblurring Junyong Lee Hyeongseok Son Jaesung Rim Sunghyun Cho Seungyong Lee 30 121 0 31 Aug 2021
Generating Superpixels for High-resolution Images with Decoupled Patch Calibration Yaxiong Wang Yuchao Wei Xueming Qian Li Zhu Yi Yang SupR 29 0 0 19 Aug 2021
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning Abdullah Abuolaim Mahmoud Afifi M. S. Brown 29 31 0 11 Aug 2021
SaccadeCam: Adaptive Visual Attention for Monocular Depth Sensing Brevin Tilmon S. Koppal MDE 30 5 0 24 Mar 2021
Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration Liyuan Pan S. Chowdhury Richard I. Hartley Miaomiao Liu Hongguang Zhang Hongdong Li 3DV 3DH MDE 36 42 0 01 Dec 2020
Learned Dual-View Reflection Removal Simon Niklaus X. Zhang Jonathan T. Barron Neal Wadhwa Rahul Garg Feng Liu Tianfan Xue 38 19 0 01 Oct 2020
Real-time single image depth perception in the wild with handheld devices Filippo Aleotti Giulio Zaccaroni Luca Bartolomei Matteo Poggi Fabio Tosi S. Mattoccia MDE 34 41 0 10 Jun 2020
Defocus Deblurring Using Dual-Pixel Data Abdullah Abuolaim M. S. Brown 24 184 0 01 May 2020
Towards Better Generalization: Joint Depth-Pose Learning without PoseNet Wang Zhao Shaohui Liu Yezhi Shu Yong Liu MDE 45 151 0 03 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 35 36 0 31 Mar 2020
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 193 176 0 11 Jun 2018
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 203 1,710 0 06 Jun 2018
The Fast Bilateral Solver Jonathan T. Barron Ben Poole 186 371 0 10 Nov 2015