EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth from Light Field Images

6 April 2018

In So Kweon

Papers citing "EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth from Light Field Images"

23 / 23 papers shown

Title
LGFN: Lightweight Light Field Image Super-Resolution using Local Convolution Modulation and Global Attention Feature Extraction Zhongxin Yu Liang Chen Zhiyun Zeng Kunping Yang Shaofei Luo Shaorui Chen Cheng Zhong SupR 49 0 0 26 Sep 2024
Iterative Occlusion-Aware Light Field Depth Estimation using 4D Geometrical Cues Rui Lourenço Lucas A. Thomaz Eduardo A. B. da Silva Sérgio M. M. de Faria 26 0 0 04 Mar 2024
Modeling Stereo-Confidence Out of the End-to-End Stereo-Matching Network via Disparity Plane Sweep Jae Young Lee Woonghyun Ka Jaehyun Choi Junmo Kim 20 1 0 22 Jan 2024
Joint 3D Shape and Motion Estimation from Rolling Shutter Light-Field Images Hermes McGriff Renato Martins Nicolas Andreff Cédric Demonceaux 3DV 23 2 0 02 Nov 2023
Probabilistic-based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising Xianqiang Lyu Junhui Hou 46 3 0 15 Jun 2023
A Novel Approach For Generating Customizable Light Field Datasets for Machine Learning Julia Huang Toure Smith Aloukika Patro V. Chhabra 11 0 0 13 Dec 2022
Matching entropy based disparity estimation from light field Ligen Shi Chang Liu Di He Xingke Zhao Jun Qiu 3DV 45 2 0 28 Oct 2022
Fast Disparity Estimation from a Single Compressed Light Field Measurement Emmanuel Martinez Edwin Vargas Henry Arguello 19 0 0 22 Sep 2022
Self-Supervised Light Field Depth Estimation Using Epipolar Plane Images Kunyuan Li Jun Zhang Jun Gao Meibin Qi MDE 36 5 0 29 Mar 2022
DiFT: Differentiable Differential Feature Transform for Multi-View Stereo Kaizhang Kang Chong Zeng Hongzhi Wu Kun Zhou 24 0 0 16 Mar 2022
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation Peng Li Jiayin Zhao Jingyao Wu Chao Deng Haoqian Wang Tao Yu 26 19 0 04 Mar 2022
Occlusion-Aware Cost Constructor for Light Field Depth Estimation Yingqian Wang Longguang Wang Zhengyu Liang Jung-Mo Yang W. An Yulan Guo 3DV 42 78 0 03 Mar 2022
Disentangling Light Fields for Super-Resolution and Disparity Estimation Yingqian Wang Longguang Wang Gaochang Wu Jungang Yang Wei An Jingyi Yu Yulan Guo 52 191 0 22 Feb 2022
Dense Dual-Attention Network for Light Field Image Super-Resolution Byunggook Na Yingqian Wang Chao Xiao Kwang Choon Kim Yoon-Ji Kim SupR 20 28 0 23 Oct 2021
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision J. Suo Weihang Zhang Jin Gong Xin Yuan D. Brady Qionghai Dai 50 23 0 18 Sep 2021
Efficient Light Field Reconstruction via Spatio-Angular Dense Network Zexi Hu H. W. F. Yeung Xiaoming Chen Yuk Ying Chung Haisheng Li 3DV 26 16 0 08 Aug 2021
Dynamic Fusion Network For Light Field Depth Estimation Yongri Piao Yukun Zhang Miao Zhang Xinxin Ji MDE 38 8 0 13 Apr 2021
EPI-based Oriented Relation Networks for Light Field Depth Estimation Kunyuan Li Jun Zhang Rui Sun Xudong Zhang Jun Gao MDE 36 22 0 09 Jul 2020
Light Field Spatial Super-resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization Jing Jin Junhui Hou Jie Chen Sam Kwong SupR 25 126 0 05 Apr 2020
5D Light Field Synthesis from a Monocular Video K. Bae Andre Ivan Hajime Nagahara I. Park MDE 35 6 0 23 Dec 2019
Spatial-Angular Interaction for Light Field Image Super-Resolution Yingqian Wang Longguang Wang Jungang Yang W. An Jingyi Yu Yulan Guo 23 151 0 17 Dec 2019
High-dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction Nan Meng Yung-Sung Chuang Shang-Yu Su Yun-Nung Chen 27 114 0 03 Oct 2019
Learning to Think Outside the Box: Wide-Baseline Light Field Depth Estimation with EPI-Shift Titus Leistner H. Schilling Radek Mackowiak Stefan Gumhold Carsten Rother MDE 15 37 0 19 Sep 2019