Pyramid Frequency Network with Spatial Attention Residual Refinement Module for Monocular Depth Estimation

5 April 2022

Papers citing "Pyramid Frequency Network with Spatial Attention Residual Refinement Module for Monocular Depth Estimation"

24 / 24 papers shown

Title
AdaBins: Depth Estimation using Adaptive Bins S. Bhat Ibraheem Alhashim Peter Wonka 3DV MDE ViT 139 861 0 28 Nov 2020
DepthTransfer: Depth Extraction from Video Using Non-parametric Sampling Kevin Karsch Ce Liu S. B. Kang MDE 80 587 0 24 Dec 2019
From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation Jin Han Lee Myung-Kyu Han D. W. Ko I. Suh 3DV MDE 147 683 0 24 Jul 2019
A Fourier Perspective on Model Robustness in Computer Vision Dong Yin Raphael Gontijo-Lopes Jonathon Shlens E. D. Cubuk Justin Gilmer OOD 83 502 0 21 Jun 2019
SharpNet: Fast and Accurate Recovery of Occluding Contours in Monocular Depth Estimation Michael Ramamonjisoa Vincent Lepetit MDE 3DH 74 114 0 21 May 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 138 4,063 0 25 Feb 2019
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency Yuliang Zou Zelun Luo Jia-Bin Huang MDE 72 477 0 05 Sep 2018
Learning Monocular Depth by Distilling Cross-domain Stereo Networks Xiaoyang Guo Hongsheng Li Shuai Yi Jimmy S. J. Ren Xiaogang Wang MDE 76 207 0 20 Aug 2018
Depth Estimation via Affinity Learned with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang MDE 107 323 0 01 Aug 2018
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 484 1,736 0 06 Jun 2018
Why do deep convolutional networks generalize so poorly to small image transformations? Aharon Azulay Yair Weiss 86 562 0 30 May 2018
Single View Stereo Matching Yue Luo Jimmy S. J. Ren Mude Lin Jiahao Pang Wenxiu Sun Hongsheng Li Liang Lin MDE 3DV 56 194 0 07 Mar 2018
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose Zhichao Yin Jianping Shi MDE 69 1,146 0 06 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 65 187 0 05 Mar 2018
Learning Depth from Monocular Videos using Direct Methods Chaoyang Wang J. M. Buenaposada Rui Zhu Simon Lucey MDE 102 583 0 01 Dec 2017
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation Dan Xu Elisa Ricci Wanli Ouyang Xiaogang Wang N. Sebe 119 417 0 07 Apr 2017
Semi-Supervised Deep Learning for Monocular Depth Map Prediction Yevhen Kuznietsov J. Stückler Bastian Leibe MDE SSL 159 672 0 09 Feb 2017
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 155 2,888 0 13 Sep 2016
Deeper Depth Prediction with Fully Convolutional Residual Networks Iro Laina Christian Rupprecht Vasileios Belagiannis Federico Tombari Nassir Navab 3DV MDE 417 1,831 0 01 Jun 2016
Depth from a Single Image by Harmonizing Overcomplete Local Network Predictions Ayan Chakrabarti Jingyu Shao Gregory Shakhnarovich MDE 174 117 0 23 May 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 119 5,037 0 22 Mar 2016
Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields Fayao Liu Chunhua Shen Guosheng Lin Ian Reid MDE 180 1,199 0 26 Feb 2015
Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture David Eigen Rob Fergus VLM MDE 214 2,684 0 18 Nov 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 248 4,066 0 09 Jun 2014