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VistaDepth: Frequency Modulation With Bias Reweighting For Enhanced Long-Range Depth Estimation

21 April 2025

Papers citing "VistaDepth: Frequency Modulation With Bias Reweighting For Enhanced Long-Range Depth Estimation"

38 / 38 papers shown

Title
Depth Anything V2 Lihe Yang Bingyi Kang Zilong Huang Zhen Zhao Xiaogang Xu Jiashi Feng Hengshuang Zhao DiffM VLM MDE 128 435 0 13 Jun 2024
DepthFM: Fast Monocular Depth Estimation with Flow Matching Ming Gui Johannes S. Fischer Ulrich Prestel Pingchuan Ma Dmytro Kotovenko Olga Grebenkova S. A. Baumann Vincent Tao Hu Bjorn Ommer MDE 107 59 0 20 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 133 124 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 273 824 0 19 Jan 2024
DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection Yunfan Ye K. Xu Yuhang Huang Renjiao Yi Zhiping Cai 181 42 0 04 Jan 2024
Zero-Shot Metric Depth with a Field-of-View Conditioned Diffusion Model Saurabh Saxena Junhwa Hur Charles Herrmann Deqing Sun David J. Fleet DiffM 99 29 0 20 Dec 2023
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Bingxin Ke Anton Obukhov Shengyu Huang Nando Metzger Rodrigo Caye Daudt Konrad Schindler VLM MDE 142 173 0 04 Dec 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 214 197 0 20 Jul 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation Saurabh Saxena Charles Herrmann Junhwa Hur Abhishek Kar Mohammad Norouzi Deqing Sun David J. Fleet DiffM 114 85 0 02 Jun 2023
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth S. Bhat R. Birkl Diana Wofk Peter Wonka Matthias Müller VLM MDE 179 515 0 23 Feb 2023
Hierarchical Normalization for Robust Monocular Depth Estimation Chi Zhang Wei Yin Zhibin Wang Gang Yu Bin-Bin Fu Chunhua Shen MDE 99 39 0 18 Oct 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 231 3,521 0 16 Oct 2022
The Relative Importance of Depth Cues and Semantic Edges for Indoor Mobility Using Simulated Prosthetic Vision in Immersive Virtual Reality Alex Rasla M. Beyeler 52 18 0 09 Aug 2022
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation Zhenyu Li Xuyang Wang Xianming Liu Junjun Jiang MDE 116 197 0 03 Apr 2022
DepthFormer: Exploiting Long-Range Correlation and Local Information for Accurate Monocular Depth Estimation Zhenyu Li Zehui Chen Xianming Liu Junjun Jiang ViT MDE 76 194 1 27 Mar 2022
Channel-Wise Attention-Based Network for Self-Supervised Monocular Depth Estimation Jiaxing Yan Hong Zhao Penghui Bu Yusheng Jin 3DPC MDE 86 135 0 24 Dec 2021
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 606 15,854 0 20 Dec 2021
Towards Real-Time Monocular Depth Estimation for Robotics: A Survey Xingshuai Dong Matthew A. Garratt S. Anavatti H. Abbass 99 107 0 16 Nov 2021
Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans Ainaz Eftekhar Alexander Sax Roman Bachmann Jitendra Malik Amir Zamir MedIm 128 300 0 11 Oct 2021
Vision Transformers for Dense Prediction René Ranftl Alexey Bochkovskiy V. Koltun ViT MDE 160 1,755 0 24 Mar 2021
Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction Guanglei Yang Hao Tang M. Ding N. Sebe Elisa Ricci ViT 120 195 0 22 Mar 2021
Learning to Recover 3D Scene Shape from a Single Image Wei Yin Jianming Zhang Oliver Wang Simon Niklaus Long Mai Simon Chen Chunhua Shen MDE 136 240 0 17 Dec 2020
AdaBins: Depth Estimation using Adaptive Bins S. Bhat Ibraheem Alhashim Peter Wonka 3DV MDE ViT 182 862 0 28 Nov 2020
Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding Mike Roberts Jason Ramapuram Anurag Ranjan Atulit Kumar Miguel Angel Bautista Nathan Paczan Russ Webb Joshua M. Susskind 197 393 0 04 Nov 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 334 7,529 0 06 Oct 2020
Bidirectional Attention Network for Monocular Depth Estimation Shubhra Aich Jean M. Uwabeza Vianney Md. Amirul Islam Mannat Kaur Bingbing Liu MDE 93 75 0 01 Sep 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 1.0K 18,520 0 19 Jun 2020
Guiding Monocular Depth Estimation Using Depth-Attention Volume Lam Huynh Phong Nguyen-Ha Jirí Matas Esa Rahtu J. Heikkilä MDE 86 156 0 06 Apr 2020
DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data Wei Yin Xinlong Wang Chunhua Shen Yifan Liu Zhi Tian Songcen Xu Changming Sun Dou Renyin 3DH MDE 122 70 0 03 Feb 2020
Virtual KITTI 2 Yohann Cabon Naila Murray Martin Humenberger 3DPC 85 291 0 29 Jan 2020
DIODE: A Dense Indoor and Outdoor DEpth Dataset Igor Vasiljevic Nicholas I. Kolkin Shanyi Zhang Ruotian Luo Haochen Wang ... Andrea F. Daniele Mohammadreza Mostajabi Steven Basart Matthew R. Walter Gregory Shakhnarovich MDE 3DV 127 233 0 01 Aug 2019
From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation Jin Han Lee Myung-Kyu Han D. W. Ko I. Suh 3DV MDE 192 683 0 24 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 269 1,808 0 02 Jul 2019
Pattern-Affinitive Propagation across Depth, Surface Normal and Semantic Segmentation Zhenyu Zhang Zhen Cui Chunyan Xu Yan Yan N. Sebe Jian Yang MDE 72 285 0 08 Jun 2019
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 535 1,740 0 06 Jun 2018
MegaDepth: Learning Single-View Depth Prediction from Internet Photos Zhengqi Li Noah Snavely MDE 3DV 187 1,027 0 02 Apr 2018
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 722 4,099 0 14 Feb 2017
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 256 4,073 0 09 Jun 2014