Crafting Monocular Cues and Velocity Guidance for Self-Supervised
Multi-Frame Depth Learning

Crafting Monocular Cues and Velocity Guidance for Self-Supervised Multi-Frame Depth Learning

19 August 2022

Papers citing "Crafting Monocular Cues and Velocity Guidance for Self-Supervised Multi-Frame Depth Learning"

19 / 19 papers shown

Title
Monocular 3D Object Detection with Depth from Motion Tai Wang Jiangmiao Pang Dahua Lin MDE 36 58 0 26 Jul 2022
Multi-Frame Self-Supervised Depth with Transformers Vitor Campagnolo Guizilini Rares Andrei Ambrus Di Chen Sergey Zakharov Adrien Gaidon ViT MDE 37 85 0 15 Apr 2022
TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers Yikang Ding Wentao Yuan Qingtian Zhu Haotian Zhang Xiangyue Liu Yuanjiang Wang Xiao Liu ViT 55 183 0 29 Nov 2021
PatchmatchNet: Learned Multi-View Patchmatch Stereo Fangjinhua Wang S. Galliani Christoph Vogel Pablo Speciale Marc Pollefeys 3DV 52 315 0 02 Dec 2020
MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments from a Single Moving Camera Felix Wimbauer Nan Yang Lukas von Stumberg Niclas Zeller Daniel Cremers MDE 34 86 0 24 Nov 2020
Unsupervised Monocular Depth Learning in Dynamic Scenes Hanhan Li A. Gordon Hang Zhao Vincent Casser Angelova MDE 92 135 0 30 Oct 2020
Visibility-aware Multi-view Stereo Network Jingyang Zhang Yao Yao Shiwei Li Zixin Luo Tian Fang 3DV 44 152 0 18 Aug 2020
Self-supervised Monocular Trained Depth Estimation using Self-attention and Discrete Disparity Volume A. Johnston G. Carneiro MDE 48 233 0 31 Mar 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 202 2,583 0 26 Mar 2020
Don't Forget The Past: Recurrent Depth Estimation from Monocular Video Vaishakh Patil Wouter Van Gansbeke Dengxin Dai Luc Van Gool MDE 62 129 0 08 Jan 2020
Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost Volume Qingshan Xu Wenbing Tao 3DV 116 127 0 26 Dec 2019
Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness Shuo Cheng Zexiang Xu Shilin Zhu Zhuwen Li Erran L. Li R. Ramamoorthi Hao Su 3DV 58 293 0 27 Nov 2019
Exploiting temporal consistency for real-time video depth estimation Haokui Zhang Chunhua Shen Ying Li Yuanzhouhan Cao Yu Liu Youliang Yan MDE 68 113 0 10 Aug 2019
Self-supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera Yuhua Chen Cordelia Schmid C. Sminchisescu SSL MDE 48 244 0 12 Jul 2019
3D Packing for Self-Supervised Monocular Depth Estimation Vitor Campagnolo Guizilini Rares Andrei Ambrus Sudeep Pillai Allan Raventos Adrien Gaidon SSL 3DPC MDE 57 643 0 06 May 2019
Recurrent Neural Network for (Un-)supervised Learning of Monocular VideoVisual Odometry and Depth Rui Wang Stephen M. Pizer Jan-Michael Frahm MDE 43 177 0 15 Apr 2019
MVSNet: Depth Inference for Unstructured Multi-view Stereo Yao Yao Zixin Luo Shiwei Li Tian Fang Long Quan MDE 3DV 107 1,207 0 07 Apr 2018
Single-Image Depth Perception in the Wild Weifeng Chen Z. Fu Dawei Yang Jia Deng MDE 44 516 0 13 Apr 2016
Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture David Eigen Rob Fergus VLM MDE 138 2,674 0 18 Nov 2014