Cover Image

Unified Panoramic Geometry Estimation via Multi-View Foundation Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bozic, Vukasin, Slavkovic, Isidora, Narnhofer, Dominik, Metzger, Nando, Rozumny, Denis, Schindler, Konrad, Kalischek, Nikolai
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Thera: Aliasing-Free Arbitrary-Scale Super-Resolution with Neural Heat Fields
by: Becker, Alexander, et al.
Published: (2023)

Understanding, Accelerating, and Improving MeanFlow Training
by: Kim, Jin-Young, et al.
Published: (2025)

TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape Generation
by: Kalischek, Nikolai, et al.
Published: (2022)

Continuous Space-Time Video Super-Resolution with 3D Fourier Fields
by: Becker, Alexander, et al.
Published: (2025)

High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2
by: Metzger, Nando, et al.
Published: (2023)

CubeDiff: Repurposing Diffusion-Based Image Models for Panorama Generation
by: Kalischek, Nikolai, et al.
Published: (2025)

Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
by: Ke, Bingxin, et al.
Published: (2023)

Elastic3D: Controllable Stereo Video Conversion with Guided Latent Decoding
by: Metzger, Nando, et al.
Published: (2025)

FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms
by: Bogensperger, Lea, et al.
Published: (2024)

Text-to-3D by Stitching a Multi-view Reconstruction Network to a Video Generator
by: Go, Hyojun, et al.
Published: (2025)

BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation
by: Zhang, Xiang, et al.
Published: (2024)

Need for Speed: Zero-Shot Depth Completion with Single-Step Diffusion
by: Gregorek, Jakub, et al.
Published: (2026)

Video Depth without Video Models
by: Ke, Bingxin, et al.
Published: (2024)

Solving Inverse Problems with FLAIR
by: Erbach, Julius, et al.
Published: (2025)

Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion
by: Viola, Massimiliano, et al.
Published: (2024)

MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection
by: Micorek, Jakub, et al.
Published: (2024)

The Potential of Copernicus Satellites for Disaster Response: Retrieving Building Damage from Sentinel-1 and Sentinel-2
by: Dietrich, Olivier, et al.
Published: (2025)

Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis
by: Ke, Bingxin, et al.
Published: (2025)

Depth Any Panoramas: A Foundation Model for Panoramic Depth Estimation
by: Lin, Xin, et al.
Published: (2025)

VGGT-360: Geometry-Consistent Zero-Shot Panoramic Depth Estimation
by: Yuan, Jiayi, et al.
Published: (2026)

uLayout: Unified Room Layout Estimation for Perspective and Panoramic Images
by: Lee, Jonathan, et al.
Published: (2025)

PAGCNet: A Pose-Aware and Geometry Constrained Framework for Panoramic Depth Estimation
by: Ning, Kanglin, et al.
Published: (2025)

Stitched Value Model for Diffusion Alignment
by: Go, Hyojun, et al.
Published: (2026)

ViewPoint: Panoramic Video Generation with Pretrained Diffusion Models
by: Fang, Zixun, et al.
Published: (2025)

Multi-View Foundation Models
by: Segre, Leo, et al.
Published: (2025)

Pointy - A Lightweight Transformer for Point Cloud Foundation Models
by: Szafer, Konrad, et al.
Published: (2026)

Emergent Extreme-View Geometry in 3D Foundation Models
by: Zhang, Yiwen, et al.
Published: (2025)

Stepper: Stepwise Immersive Scene Generation with Multiview Panoramas
by: Wimbauer, Felix, et al.
Published: (2026)

See360: Novel Panoramic View Interpolation
by: Liu, Zhi-Song, et al.
Published: (2024)

Fine-tune Smarter, Not Harder: Parameter-Efficient Fine-Tuning for Geospatial Foundation Models
by: Marti-Escofet, Francesc, et al.
Published: (2025)

PanoWorld: Geometry-Consistent Panoramic Video World Modeling
by: Jiang, Le, et al.
Published: (2026)

StereoSpace: Depth-Free Synthesis of Stereo Geometry via End-to-End Diffusion in a Canonical Space
by: Behrens, Tjark, et al.
Published: (2025)

PoseGAM: Robust Unseen Object Pose Estimation via Geometry-Aware Multi-View Reasoning
by: Chen, Jianqi, et al.
Published: (2025)

BulletGen: Improving 4D Reconstruction with Bullet-Time Generation
by: Rozumny, Denis, et al.
Published: (2025)

SphereDrag: Spherical Geometry-Aware Panoramic Image Editing
by: Feng, Zhiao, et al.
Published: (2025)

GeoSurDepth: Harnessing Foundation Model for Spatial Geometry Consistency-Oriented Self-Supervised Surround-View Depth Estimation
by: Liu, Weimin, et al.
Published: (2026)

SkillFormer: Unified Multi-View Video Understanding for Proficiency Estimation
by: Bianchi, Edoardo, et al.
Published: (2025)

GALA: Geometry-Aware Local Adaptive Grids for Detailed 3D Generation
by: Yang, Dingdong, et al.
Published: (2024)

A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking
by: Zhao, Zixiang, et al.
Published: (2025)

Cracks in the Foundation: A Civil Infrastructure Dataset to Challenge Vision Foundation Models
by: Farronato, Nicola, et al.
Published: (2026)