Depth Map Decomposition for Monocular Depth Estimation

23 August 2022

Papers citing "Depth Map Decomposition for Monocular Depth Estimation"

23 / 23 papers shown

Title
Vision Transformers for Dense Prediction René Ranftl Alexey Bochkovskiy V. Koltun ViT MDE 138 1,734 0 24 Mar 2021
AdaBins: Depth Estimation using Adaptive Bins S. Bhat Ibraheem Alhashim Peter Wonka 3DV MDE ViT 120 858 0 28 Nov 2020
Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model Julian Lienen Eyke Hüllermeier Ralph Ewerth Nils Nommensen 51 15 0 25 Oct 2020
Non-Local Spatial Propagation Network for Depth Completion Jinsun Park Kyungdon Joo Zhe Hu Chi Liu In So Kweon 3DV MDE 115 325 0 20 Jul 2020
Guiding Monocular Depth Estimation Using Depth-Attention Volume Lam Huynh Phong Nguyen-Ha Jirí Matas Esa Rahtu J. Heikkilä MDE 76 153 0 06 Apr 2020
Depth Completion from Sparse LiDAR Data with Depth-Normal Constraints Yan Xu Xinge Zhu Jianping Shi Guofeng Zhang Hujun Bao Hongsheng Li 3DV 58 226 0 15 Oct 2019
Enforcing geometric constraints of virtual normal for depth prediction Wei Yin Yifan Liu Chunhua Shen Youliang Yan 3DV MDE 119 428 0 29 Jul 2019
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer René Ranftl Katrin Lasinger David Hafner Konrad Schindler V. Koltun MDE 204 1,793 0 02 Jul 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 142 18,134 0 28 May 2019
SharpNet: Fast and Accurate Recovery of Occluding Contours in Monocular Depth Estimation Michael Ramamonjisoa Vincent Lepetit MDE 3DH 63 114 0 21 May 2019
Web Stereo Video Supervision for Depth Prediction from Dynamic Scenes Chaoyang Wang Simon Lucey Federico Perazzi Oliver Wang MDE 3DH 69 113 0 25 Apr 2019
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 484 1,731 0 06 Jun 2018
PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image Chen Liu Jimei Yang Duygu Ceylan Ersin Yumer Yasutaka Furukawa 3DV 116 198 0 17 Apr 2018
MegaDepth: Learning Single-View Depth Prediction from Internet Photos Zhengqi Li Noah Snavely MDE 3DV 109 1,020 0 02 Apr 2018
Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries Junjie Hu Mete Ozay Yan Zhang Takayuki Okatani 3DV 91 376 0 23 Mar 2018
Progressive Neural Architecture Search Chenxi Liu Barret Zoph Maxim Neumann Jonathon Shlens Wei Hua Li Li Li Fei-Fei Alan Yuille Jonathan Huang Kevin Patrick Murphy 109 1,991 0 02 Dec 2017
Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image Fangchang Ma S. Karaman MDE 3DV 86 587 0 21 Sep 2017
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation Dan Xu Elisa Ricci Wanli Ouyang Xiaogang Wang N. Sebe 116 416 0 07 Apr 2017
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia Margret Keuper Alexey Dosovitskiy Thomas Brox 3DPC 255 3,081 0 06 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 520 10,330 0 16 Nov 2016
Single-Image Depth Perception in the Wild Weifeng Chen Z. Fu Dawei Yang Jia Deng MDE 103 520 0 13 Apr 2016
Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture David Eigen Rob Fergus VLM MDE 209 2,681 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 239 4,059 0 09 Jun 2014