On the Metrics for Evaluating Monocular Depth Estimation

20 February 2023

Papers citing "On the Metrics for Evaluating Monocular Depth Estimation"

19 / 19 papers shown

Title
Monocular Depth Estimation through Virtual-world Supervision and Real-world SfM Self-Supervision A. Gurram Ahmet Faruk Tuna Fengyi Shen O. Urfalioglu Antonio M. López MDE 74 42 0 22 Mar 2021
AdaBins: Depth Estimation using Adaptive Bins S. Bhat Ibraheem Alhashim Peter Wonka 3DV MDE ViT 110 857 0 28 Nov 2020
Center-based 3D Object Detection and Tracking Tianwei Yin Xingyi Zhou Philipp Krahenbuhl 3DPC 97 1,604 0 19 Jun 2020
Towards Better Generalization: Joint Depth-Pose Learning without PoseNet Wang Zhao Shaohui Liu Yezhi Shu Yong Liu MDE 74 156 0 03 Apr 2020
3DSSD: Point-based 3D Single Stage Object Detector Zetong Yang Yanan Sun Shu Liu Jiaya Jia 3DPC 124 941 0 24 Feb 2020
Pseudo-LiDAR++: Accurate Depth for 3D Object Detection in Autonomous Driving Yurong You Yan Wang Wei-Lun Chao Divyansh Garg Geoff Pleiss B. Hariharan M. Campbell Kilian Q. Weinberger 3DPC 90 395 0 14 Jun 2019
3D Packing for Self-Supervised Monocular Depth Estimation Vitor Campagnolo Guizilini Rares Andrei Ambrus Sudeep Pillai Allan Raventos Adrien Gaidon SSL 3DPC MDE 79 647 0 06 May 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 107 3,255 0 16 Apr 2019
Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation Shanshan Zhao Huan Fu Biwei Huang Dacheng Tao MDE 63 174 0 03 Apr 2019
GS3D: An Efficient 3D Object Detection Framework for Autonomous Driving Buyu Li Wanli Ouyang Lu Sheng Xingyu Zeng Xiaogang Wang 3DPC 87 319 0 26 Mar 2019
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 180 2,409 0 11 Dec 2018
T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks Chuanxia Zheng Tat-Jen Cham Jianfei Cai MDE GAN 63 194 0 04 Aug 2018
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation Dan Xu Wei Wang Hao Tang Hong Liu N. Sebe Elisa Ricci MDE 47 306 0 29 Mar 2018
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose Zhichao Yin Jianping Shi MDE 43 1,142 0 06 Mar 2018
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection Yin Zhou Oncel Tuzel 3DPC 104 3,722 0 17 Nov 2017
Semi-Supervised Deep Learning for Monocular Depth Map Prediction Yevhen Kuznietsov J. Stückler Bastian Leibe MDE SSL 147 669 0 09 Feb 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 481 14,309 0 02 Dec 2016
Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields Fayao Liu Chunhua Shen Guosheng Lin Ian Reid MDE 160 1,196 0 26 Feb 2015
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 217 4,056 0 09 Jun 2014