Consistent Video Depth Estimation

30 April 2020

Xuan Luo

Jia-Bin Huang

Richard Szeliski

Kevin Blackburn-Matzen

Papers citing "Consistent Video Depth Estimation"

50 / 70 papers shown

Title
Seurat: From Moving Points to Depth Seokju Cho Jiahui Huang S. Kim Joon-Young Lee 3DPC MDE 34 0 0 20 Apr 2025
L4P: Low-Level 4D Vision Perception Unified Abhishek Badki Hang Su Bowen Wen Orazio Gallo VLM 89 1 0 18 Feb 2025
Surface-SOS: Self-Supervised Object Segmentation via Neural Surface Representation Xiaoyun Zheng Liwei Liao Jianbo Jiao Feng Gao Ronggang Wang 80 6 0 20 Jan 2025
FutureDepth: Learning to Predict the Future Improves Video Depth Estimation R. Yasarla Manish Kumar Singh Hong Cai Yunxiao Shi Jisoo Jeong Yinhao Zhu Shizhong Han Risheek Garrepalli Fatih Porikli MDE 90 6 0 17 Jan 2025
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free Ziyue Li Dinesh Manocha MoE 74 5 0 14 Oct 2024
MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion Junyi Zhang Charles Herrmann Junhwa Hur Varun Jampani Trevor Darrell Forrester Cole Deqing Sun Ming Yang VGen 89 70 0 04 Oct 2024
Revisit Self-supervised Depth Estimation with Local Structure-from-Motion Shengjie Zhu Xiaoming Liu MDE 47 1 0 27 Jul 2024
TAPVid-3D: A Benchmark for Tracking Any Point in 3D Skanda Koppula Ignacio Rocco Yi Yang Joe Heyward João Carreira Andrew Zisserman Gabriel J. Brostow Carl Doersch 52 14 0 08 Jul 2024
Learning to (Learn at Test Time): RNNs with Expressive Hidden States Yu Sun Xinhao Li Karan Dalal Jiarui Xu Arjun Vikram ... Xinlei Chen Xiaolong Wang Sanmi Koyejo Tatsunori Hashimoto Carlos Guestrin 63 92 0 05 Jul 2024
D-NPC: Dynamic Neural Point Clouds for Non-Rigid View Synthesis from Monocular Video Moritz Kappel Florian Hahlbohm Timon Scholz Susana Castillo Christian Theobalt Martin Eisemann Vladislav Golyanik M. Magnor 3DH 49 2 0 14 Jun 2024
DCPI-Depth: Explicitly Infusing Dense Correspondence Prior to Unsupervised Monocular Depth Estimation Mengtan Zhang Yi Feng Qijun Chen Rui Fan MDE 43 5 0 27 May 2024
Fast Encoder-Based 3D from Casual Videos via Point Track Processing Yoni Kasten Wuyue Lu Haggai Maron 3DPC 35 2 0 10 Apr 2024
The Devil is in the Edges: Monocular Depth Estimation with Edge-aware Consistency Fusion Pengzhi Li Yikang Ding Haohan Wang Chengshuai Tang Zhiheng Li MDE 46 1 0 30 Mar 2024
ZeST-NeRF: Using temporal aggregation for Zero-Shot Temporal NeRFs Violeta Menéndez González Andrew Gilbert Graeme Phillipson Stephen Jolly Simon Hadfield 22 0 0 30 Nov 2023
Pseudo-Generalized Dynamic View Synthesis from a Video Xiaoming Zhao Alex Colburn Fangchang Ma Miguel Angel Bautista J. Susskind A. Schwing 50 11 0 12 Oct 2023
ADU-Depth: Attention-based Distillation with Uncertainty Modeling for Depth Estimation Zizhang Wu Zhuozheng Li Zhi-Gang Fan Yunzhe Wu Xiaoquan Wang Rui Tang Jian Pu 23 1 0 26 Sep 2023
SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth Estimation Youhong Wang Yunji Liang Hao Xu Shaohui Jiao Hongkai Yu MDE 25 33 0 01 Sep 2023
DS-Depth: Dynamic and Static Depth Estimation via a Fusion Cost Volume Xingyu Miao Yang Bai Haoran Duan Yawen Huang Fan Wan Xinxing Xu Yang Long Yefeng Zheng MDE 21 16 0 14 Aug 2023
FrozenRecon: Pose-free 3D Scene Reconstruction with Frozen Depth Models Guangkai Xu Wei Yin Hao Chen Chunhua Shen Kai-Sheng Cheng Fengshang Zhao 43 13 0 10 Aug 2023
Test-Time Training on Video Streams Renhao Wang Yu Sun Yossi Gandelsman Xinlei Chen Alexei A. Efros Alexei A. Efros Xiaolong Wang TTA ViT 3DGS 37 16 0 11 Jul 2023
Virtual Occlusions Through Implicit Depth Jamie Watson Mohamed Sayed Z. Qureshi Gabriel J. Brostow Sara Vicente Oisin Mac Aodha Michael Firman 42 7 0 11 May 2023
Embodied Concept Learner: Self-supervised Learning of Concepts and Mapping through Instruction Following Mingyu Ding Yan Xu Zhenfang Chen David D. Cox Ping Luo J. Tenenbaum Chuang Gan LM&Ro 56 21 0 07 Apr 2023
Detachable Novel Views Synthesis of Dynamic Scenes Using Distribution-Driven Neural Radiance Fields Boyu Zhang Wenbo Xu Zheng Zhu Guan Huang 38 2 0 01 Jan 2023
NoPe-NeRF: Optimising Neural Radiance Field with No Pose Prior Wenjing Bian Zirui Wang Kejie Li Jiawang Bian V. Prisacariu 30 236 0 14 Dec 2022
Source-free Depth for Object Pop-out Zongwei Wu D. Paudel Deng-Ping Fan Jingjing Wang Shuo Wang C. Demonceaux Radu Timofte Luc Van Gool 35 45 0 10 Dec 2022
SfM-TTR: Using Structure from Motion for Test-Time Refinement of Single-View Depth Networks Sergio Izquierdo Javier Civera TTA MDE 40 7 0 24 Nov 2022
DynIBaR: Neural Dynamic Image-Based Rendering Zhengqi Li Qianqian Wang Forrester Cole Richard Tucker Noah Snavely VGen 13 178 0 20 Nov 2022
Common Pets in 3D: Dynamic New-View Synthesis of Real-Life Deformable Categories Samarth Sinha Roman Shapovalov Jeremy Reizenstein Ignacio Rocco Natalia Neverova Andrea Vedaldi David Novotny 3DPC 26 16 0 07 Nov 2022
SC-DepthV3: Robust Self-supervised Monocular Depth Estimation for Dynamic Scenes Libo Sun Jiawang Bian Huangying Zhan Wei Yin Ian Reid Chunhua Shen MDE 21 55 0 07 Nov 2022
On Robust Cross-View Consistency in Self-Supervised Monocular Depth Estimation Haimei Zhao Jing Zhang Zhuo Chen Bo Yuan Dacheng Tao MDE 22 4 0 19 Sep 2022
Test-Time Training with Masked Autoencoders Yossi Gandelsman Yu Sun Xinlei Chen Alexei A. Efros OOD 36 164 0 15 Sep 2022
SimpleRecon: 3D Reconstruction Without 3D Convolutions Mohamed Sayed J. Gibson Jamie Watson V. Prisacariu Michael Firman Clément Godard 3DV 25 87 0 31 Aug 2022
SphereDepth: Panorama Depth Estimation from Spherical Domain Q. Yan Qiang-qiang Wang Kaiyong Zhao Bo Li X. Chu F. Deng MDE 34 2 0 29 Aug 2022
Crafting Monocular Cues and Velocity Guidance for Self-Supervised Multi-Frame Depth Learning Xiaofen Wang Zheng Zhu Guan Huang Xu Chi Yun Ye Ziwei Chen Xingang Wang MDE 32 19 0 19 Aug 2022
The 8-Point Algorithm as an Inductive Bias for Relative Pose Prediction by ViTs C. Rockwell Justin Johnson David Fouhey ViT 21 42 0 18 Aug 2022
Depth Field Networks for Generalizable Multi-view Scene Representation Vitor Campagnolo Guizilini Igor Vasiljevic Jiading Fang Rares Ambrus G. Shakhnarovich Matthew R. Walter Adrien Gaidon 3DV MDE 32 15 0 28 Jul 2022
The One Where They Reconstructed 3D Humans and Environments in TV Shows Georgios Pavlakos Ethan Weber Matthew Tancik Angjoo Kanazawa 3DH 47 23 0 28 Jul 2022
Learning 3D Object Shape and Layout without 3D Supervision Georgia Gkioxari Nikhila Ravi Justin Johnson SSL 29 20 0 14 Jun 2022
Is my Depth Ground-Truth Good Enough? HAMMER -- Highly Accurate Multi-Modal Dataset for DEnse 3D Scene Regression Hyunjun Jung Patrick Ruhkamp Guangyao Zhai Nikolas Brasch Yitong Li ... Yiren Zhou Anil Armagan Slobodan Ilic A. Leonardis Benjamin Busam 3DV MDE 34 12 0 09 May 2022
GeoRefine: Self-Supervised Online Depth Refinement for Accurate Dense Mapping Pan Ji Qingan Yan Yuxin Ma Yi Tian Xu MDE 34 11 0 03 May 2022
Multi-Frame Self-Supervised Depth with Transformers Vitor Campagnolo Guizilini Rares Ambrus Di Chen Sergey Zakharov Adrien Gaidon ViT MDE 17 84 0 15 Apr 2022
Towards An End-to-End Framework for Flow-Guided Video Inpainting Z. Li Cheng Lu Jia Qin Chunle Guo Mingg-Ming Cheng 41 149 0 06 Apr 2022
Depth-Guided Sparse Structure-from-Motion for Movies and TV Shows Shengqing Liu Xiaohan Nie Raffay Hamid 12 16 0 05 Apr 2022
Depth-Aware Generative Adversarial Network for Talking Head Video Generation Fa-Ting Hong Longhao Zhang Li Shen Dan Xu 3DH CVBM 23 170 0 13 Mar 2022
SelfTune: Metrically Scaled Monocular Depth Estimation through Self-Supervised Learning Jaehoon Choi Dongki Jung Yonghan Lee Deok-Won Kim Tianyi Zhou Donghwan Lee MDE SSL 21 5 0 10 Mar 2022
CROMOSim: A Deep Learning-based Cross-modality Inertial Measurement Simulator Yujiao Hao Boyu Wang Rong Zheng 20 7 0 21 Feb 2022
A Survey on RGB-D Datasets Alexandre Lopes Roberto Souza Hélio Pedrini 3DV MDE 26 33 0 15 Jan 2022
Toward Practical Monocular Indoor Depth Estimation Cho-Ying Wu Jialiang Wang Michael Hall Ulrich Neumann Shuochen Su 3DV MDE 43 62 0 04 Dec 2021
Recognizing Scenes from Novel Viewpoints Shengyi Qian Alexander Kirillov Nikhila Ravi Devendra Singh Chaplot Justin Johnson David Fouhey Georgia Gkioxari 34 9 0 02 Dec 2021
Depth360: Self-supervised Learning for Monocular Depth Estimation using Learnable Camera Distortion Model Noriaki Hirose Kosuke Tahara MDE 31 4 0 20 Oct 2021