Learning Temporally Consistent Video Depth from Video Diffusion Priors

3 June 2024

Matteo Poggi

Papers citing "Learning Temporally Consistent Video Depth from Video Diffusion Priors"

35 / 35 papers shown

Title
FoodTrack: Estimating Handheld Food Portions with Egocentric Video Ervin Wang Yuhao Chen EgoV 46 0 0 07 May 2025
Seurat: From Moving Points to Depth Seokju Cho Jiahui Huang S. Kim Joon-Young Lee 3DPC MDE 29 0 0 20 Apr 2025
Vivid4D: Improving 4D Reconstruction from Monocular Video by Video Inpainting Jiaxin Huang Sheng Miao BangBnag Yang Yuewen Ma Yiyi Liao VGen MDE 25 0 0 15 Apr 2025
NormalCrafter: Learning Temporally Consistent Normals from Video Diffusion Priors Yanrui Bin Wenbo Hu Haoyuan Wang Xinya Chen Bing Wang DiffM 42 0 0 15 Apr 2025
Geo4D: Leveraging Video Generators for Geometric 4D Scene Reconstruction Zeren Jiang Chuanxia Zheng Iro Laina Diane Larlus Andrea Vedaldi VGen 41 0 0 10 Apr 2025
FlashDepth: Real-time Streaming Video Depth Estimation at 2K Resolution Gene Chou Wenqi Xian Guandao Yang Mohamed Abdelfattah Bharath Hariharan Noah Snavely Ning Yu P. Debevec MDE 27 0 0 09 Apr 2025
POMATO: Marrying Pointmap Matching with Temporal Motion for Dynamic 3D Reconstruction Songyan Zhang Yongtao Ge Jinyuan Tian Guangkai Xu Hao Chen Chen Lv Chunhua Shen 3DPC 21 0 0 08 Apr 2025
FreSca: Unveiling the Scaling Space in Diffusion Models Chao Huang Susan Liang Yunlong Tang Li Ma Yapeng Tian Chenliang Xu DiffM 46 0 0 02 Apr 2025
GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors Tian-Xing Xu Xiangjun Gao Wenbo Hu Xiaoyu Li Song-Hai Zhang Ying Shan VGen MDE 56 1 0 01 Apr 2025
Easi3R: Estimating Disentangled Motion from DUSt3R Without Training Xingyu Chen Yue Chen Yuliang Xiu Andreas Geiger Anpei Chen 3DPC VGen 32 1 0 31 Mar 2025
MVSAnywhere: Zero-Shot Multi-View Stereo Sergio Izquierdo Mohamed Sayed Michael Firman Guillermo Garcia-Hernando Daniyar Turmukhambetov Javier Civera Oisin Mac Aodha Gabriel J. Brostow Jamie Watson 3DV 39 3 0 28 Mar 2025
Can Video Diffusion Model Reconstruct 4D Geometry? Jinjie Mai Wenxuan Zhu Haozhe Liu Bing Li Cheng Zheng Jürgen Schmidhuber Bernard Ghanem VGen MDE 70 0 0 27 Mar 2025
Tracktention: Leveraging Point Tracking to Attend Videos Faster and Better Zihang Lai Andrea Vedaldi 34 0 0 25 Mar 2025
Aether: Geometric-Aware Unified World Modeling Aether Team Haoyi Zhu Y. Wang Jianjun Zhou Wenzheng Chang ... Zizun Li Junyi Chen Chunhua Shen Jiangmiao Pang Tong He DiffM VGen 56 2 0 24 Mar 2025
Multi-view Reconstruction via SfM-guided Monocular Depth Estimation Haoyu Guo He Zhu Sida Peng Haotong Lin Yunzhi Yan Tao Xie Wenguan Wang Xiaowei Zhou Hujun Bao 3DV MDE 78 1 0 18 Mar 2025
TACO: Taming Diffusion for in-the-wild Video Amodal Completion Ruijie Lu Yixin Chen Yu Liu Jiaxiang Tang Junfeng Ni Diwen Wan Gang Zeng Siyuan Huang DiffM VGen 41 3 0 15 Mar 2025
L4P: Low-Level 4D Vision Perception Unified Abhishek Badki Hang Su Bowen Wen Orazio Gallo VLM 75 1 0 18 Feb 2025
Video Depth Anything: Consistent Depth Estimation for Super-Long Videos Sili Chen Hengkai Guo Shengnan Zhu Feihu Zhang Zilong Huang Jiashi Feng Bingyi Kang VLM AuLLM MDE 61 10 0 21 Jan 2025
GS-DiT: Advancing Video Generation with Pseudo 4D Gaussian Fields through Efficient Dense 3D Point Tracking Weikang Bian Zhaoyang Huang Xiaoyu Shi Yijin Li Fu-Yun Wang Hongsheng Li 3DGS VGen DiffM 34 3 0 05 Jan 2025
Gramian Multimodal Representation Learning and Alignment Giordano Cicchetti Eleonora Grassucci Luigi Sigillo Danilo Comminiello 74 0 0 16 Dec 2024
Align3R: Aligned Monocular Depth Estimation for Dynamic Videos Jiahao Lu Tianyu Huang Peng Li Zhiyang Dou Cheng Lin Zhiming Cui Z. Dong Sai-Kit Yeung Wenping Wang Yuan-Bin Liu VGen MDE 95 3 0 04 Dec 2024
Generative Omnimatte: Learning to Decompose Video into Layers Yao-Chih Lee Erika Lu Sarah Rumbley Michal Geyer Jia-Bin Huang Tali Dekel Forrester Cole DiffM VGen 93 4 0 25 Nov 2024
The Unreasonable Effectiveness of Guidance for Diffusion Models Tim Kaiser Nikolas Adaloglou M. Kollmann DiffM 25 0 0 15 Nov 2024
X-Drive: Cross-modality consistent multi-sensor data synthesis for driving scenarios Yichen Xie Chenfeng Xu C-T.John Peng Shuqi Zhao Nhat Ho Alexander T. Pham Mingyu Ding M. Tomizuka W. Zhan DiffM 31 2 0 02 Nov 2024
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free Ziyue Li Tianyi Zhou MoE 55 16 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 76 69 0 04 Oct 2024
UniDepth: Universal Monocular Metric Depth Estimation Luigi Piccinelli Yung-Hsu Yang Christos Sakaridis Mattia Segu Siyuan Li Luc Van Gool Fisher Yu VLM MDE 71 126 0 27 Mar 2024
GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image Xiao Fu Wei Yin Mu Hu Kaixuan Wang Yuexin Ma Ping Tan Shaojie Shen Dahua Lin Xiaoxiao Long DiffM 48 103 0 18 Mar 2024
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data Lihe Yang Bingyi Kang Zilong Huang Xiaogang Xu Jiashi Feng Hengshuang Zhao VLM 133 681 0 19 Jan 2024
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets A. Blattmann Tim Dockhorn Sumith Kulal Daniel Mendelevitch Maciej Kilian ... Zion English Vikram S. Voleti Adam Letts Varun Jampani Robin Rombach VGen 150 985 0 25 Nov 2023
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image Wei Yin Chi Zhang Hao Chen Zhipeng Cai Gang Yu Kaixuan Wang Xiaozhi Chen Chunhua Shen MDE 126 169 0 20 Jul 2023
DiffusionDepth: Diffusion Denoising Approach for Monocular Depth Estimation Yiqun Duan Xianda Guo Zhengbiao Zhu DiffM MDE 44 66 0 09 Mar 2023
Unleashing Text-to-Image Diffusion Models for Visual Perception Wenliang Zhao Yongming Rao Zuyan Liu Benlin Liu Jie Zhou Jiwen Lu ObjD VLM MDE 153 213 0 03 Mar 2023
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero F. I. F. Richard Yu Radu Timofte Luc Van Gool DiffM 200 1,330 0 24 Jan 2022
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Mingming Gong Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 180 1,687 0 06 Jun 2018