GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image

18 March 2024

Yuexin Ma

Shaojie Shen

Papers citing "GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image"

50 / 64 papers shown

Title
3D Visual Illusion Depth Estimation Chengtang Yao Zhidan Liu Jiaxi Zeng Lidong Yu Yuwei Wu Yunde Jia MDE 88 0 0 19 May 2025
JointDiT: Enhancing RGB-Depth Joint Modeling with Diffusion Transformers Kwon Byung-Ki Qi Dai Lee Hyoseok Chong Luo Tae-Hyun Oh 93 0 0 01 May 2025
The Fourth Monocular Depth Estimation Challenge Anton Obukhov Matteo Poggi Fabio Tosi Ripudaman Singh Arora Jaime Spencer ... Tuan-Anh Yang Minh-Quang Nguyen T. Tran Albert Luginov Muhammad Shahzad MDE 357 1 0 24 Apr 2025
DiMeR: Disentangled Mesh Reconstruction Model Lutao Jiang Jiantao Lin Kanghao Chen Wenhang Ge Xin Yang Yifan Jiang Yuanhuiyi Lyu Xu Zheng Yinchuan Li Yingcong Chen 3DV 112 3 0 24 Apr 2025
VistaDepth: Frequency Modulation With Bias Reweighting For Enhanced Long-Range Depth Estimation Mingxia Zhan Li Zhang Xiaomeng Chu Beibei Wang MDE 132 0 0 21 Apr 2025
Parametric Shadow Control for Portrait Generation in Text-to-Image Diffusion Models Haoming Cai Tsung-Wei Huang Shiv Gehlot Brandon Yushan Feng Sachin Shah Guan-Ming Su Christopher A. Metzler DiffM 70 0 0 27 Mar 2025
HRAvatar: High-Quality and Relightable Gaussian Head Avatar Dongbin Zhang Yunfei Liu Lijian Lin Ye Zhu Kangjie Chen Minghan Qin Yu Li Haoqian Wang 3DGS 81 0 0 11 Mar 2025
Morpheus: Text-Driven 3D Gaussian Splat Shape and Color Stylization Jamie Wynn Z. Qureshi Jakub Powierza Jamie Watson Mohamed Sayed 3DGS DiffM 117 1 0 03 Mar 2025
DiffSplat: Repurposing Image Diffusion Models for Scalable Gaussian Splat Generation Chenguo Lin Panwang Pan Bangbang Yang Zeming Li Yadong Mu 3DGS 143 7 0 28 Jan 2025
Survey on Monocular Metric Depth Estimation Jiuling Zhang VLM 199 0 0 21 Jan 2025
Joint Learning of Depth and Appearance for Portrait Image Animation Xinya Ji Gaspard Zoss Prashanth Chandran Lingchen Yang Xun Cao B. Solenthaler D. Bradley 3DH MDE 92 0 0 15 Jan 2025
Zero-1-to-G: Taming Pretrained 2D Diffusion Model for Direct 3D Generation Xuyi Meng Chen Wang Jiahui Lei Kostas Daniilidis Jiatao Gu Lingjie Liu 3DGS 85 1 0 10 Jan 2025
DPBridge: Latent Diffusion Bridge for Dense Prediction Haorui Ji Taojun Lin Hongdong Li DiffM 217 1 0 29 Dec 2024
IDArb: Intrinsic Decomposition for Arbitrary Number of Input Views and Illuminations Zhibing Li Tong Wu Jing Tan Mengchen Zhang Jiaqi Wang Dahua Lin 146 2 0 16 Dec 2024
PriorDiffusion: Leverage Language Prior in Diffusion Models for Monocular Depth Estimation Ziyao Zeng Jingcheng Ni Daniel Wang Patrick Rim Younjoon Chung Fengyu Yang Byung-Woo Hong A. Wong DiffM MDE 205 2 0 24 Nov 2024
MoGe: Unlocking Accurate Monocular Geometry Estimation for Open-Domain Images with Optimal Training Supervision Ruicheng Wang Sicheng Xu Cassie Dai Jianfeng Xiang Yu Deng Xin Tong Jiaolong Yang TPM 3DH MDE 117 36 0 24 Oct 2024
Layout-your-3D: Controllable and Precise 3D Generation with 2D Blueprint Junwei Zhou Xueting Li Lu Qi Ming-Hsuan Yang DiffM 76 4 0 20 Oct 2024
DepthSplat: Connecting Gaussian Splatting and Depth Haofei Xu Songyou Peng Fangjinhua Wang Hermann Blum Dániel Baráth Andreas Geiger Marc Pollefeys 3DGS MDE 103 38 0 17 Oct 2024
A Simple Approach to Unifying Diffusion-based Conditional Generation Xirui Li Charles Herrmann Kelvin C.K. Chan Yinxiao Li Deqing Sun Chao Ma Ming-Hsuan Yang DiffM VLM 67 1 0 15 Oct 2024
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free Ziyue Li Dinesh Manocha MoE 92 8 0 14 Oct 2024
High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity Qian Yu Peng-Tao Jiang Hao Zhang Jinwei Chen Bo Li Lihe Zhang Huchuan Lu 95 2 0 14 Oct 2024
Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction Jing He Haodong Li Wei Yin Yixun Liang Leheng Li Kaiqiang Zhou Hongbo Zhang Bingbing Liu Ying-Cong Chen DiffM VLM 137 50 0 26 Sep 2024
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think Gonzalo Martin Garcia Karim Abou Zeid Christian Schmidt Daan de Geus Alexander Hermans Bastian Leibe 90 31 0 17 Sep 2024
ND-SDF: Learning Normal Deflection Fields for High-Fidelity Indoor Reconstruction Ziyu Tang Weicai Ye Yifan Wang Di Huang Hujun Bao Tong He Guofeng Zhang AI4CE 79 7 0 22 Aug 2024
Rethinking Inductive Biases for Surface Normal Estimation Gwangbin Bae Andrew J. Davison 76 49 0 01 Mar 2024
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion Xian Liu Jian Ren Aliaksandr Siarohin Ivan Skorokhodov Yanyu Li Dahua Lin Xihui Liu Ziwei Liu Sergey Tulyakov 52 60 0 12 Oct 2023
JointNet: Extending Text-to-Image Diffusion for Dense Distribution Modeling Jingyang Zhang Shiwei Li Yuanxun Lu Tian Fang David McKinnon Yanghai Tsin Long Quan Yao Yao 35 11 0 10 Oct 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 79 81 0 02 Jun 2023
Common Diffusion Noise Schedules and Sample Steps are Flawed Shanchuan Lin Bingchen Liu Jiashi Li Xiao Yang DiffM 63 215 0 15 May 2023
Learning a Room with the Occ-SDF Hybrid: Signed Distance Function Mingled with Occupancy Aids Scene Representation Xiaoyang Lyu Peng Dai Zizhang Li Dongyu Yan Yi Lin Yifan Peng Xiaojuan Qi 3DV 46 9 0 16 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 223 229 0 03 Mar 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 105 4,104 1 10 Feb 2023
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 77 2,298 0 19 Dec 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 139 3,438 0 16 Oct 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 173 3,882 0 26 Jul 2022
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction Zehao Yu Songyou Peng Michael Niemeyer Torsten Sattler Andreas Geiger 112 461 0 01 Jun 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 372 15,454 0 20 Dec 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 76 299 0 11 Oct 2021
Neural Rays for Occlusion-aware Image-based Rendering Yuan Liu Sida Peng Lingjie Liu Qianqian Wang Peng Wang Christian Theobalt Xiaowei Zhou Wenping Wang 77 218 0 28 Jul 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 183 7,765 0 11 May 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 421 21,347 0 25 Mar 2021
Vision Transformers for Dense Prediction René Ranftl Alexey Bochkovskiy V. Koltun ViT MDE 125 1,729 0 24 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 91 236 0 17 Dec 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 213 7,350 0 06 Oct 2020
3D Photography using Context-aware Layered Depth Inpainting Meng-Li Shih Shih-Yang Su Johannes Kopf Jia-Bin Huang 3DPC 3DV 51 302 0 09 Apr 2020
Occlusion-Aware Depth Estimation with Adaptive Normal Constraints Xiaoxiao Long Lingjie Liu Christian Theobalt Wenping Wang 3DV 59 62 0 02 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 86 70 0 03 Feb 2020
Virtual KITTI 2 Yohann Cabon Naila Murray Martin Humenberger 3DPC 61 286 0 29 Jan 2020
Normal Assisted Stereo Depth Estimation Uday Kusupati Shuo Cheng Rui Chen Hao Su 3DV 38 83 0 24 Nov 2019
3D Ken Burns Effect from a Single Image Simon Niklaus Long Mai Jimei Yang Feng Liu VGen 232 208 0 12 Sep 2019