Cover Image

EventHub: Data Factory for Generalizable Event-Based Stereo Networks without Active Sensors

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bartolomei, Luca, Tosi, Fabio, Poggi, Matteo, Mattoccia, Stefano, Gallego, Guillermo
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Stereo Anywhere: Robust Zero-Shot Deep Stereo Matching Even Where Either Stereo or Mono Fail
by: Bartolomei, Luca, et al.
Published: (2024)

LiDAR-Event Stereo Fusion with Hallucinations
by: Bartolomei, Luca, et al.
Published: (2024)

Active Stereo in the Wild through Virtual Pattern Projection
by: Bartolomei, Luca, et al.
Published: (2024)

Depth AnyEvent: A Cross-Modal Distillation Paradigm for Event-Based Monocular Depth Estimation
by: Bartolomei, Luca, et al.
Published: (2025)

Bidirectional Cross-Modal Prompting for Event-Frame Asymmetric Stereo
by: Xu, Ninghui, et al.
Published: (2026)

A Survey on Deep Stereo Matching in the Twenties
by: Tosi, Fabio, et al.
Published: (2024)

Federated Online Adaptation for Deep Stereo
by: Poggi, Matteo, et al.
Published: (2024)

Depth on Demand: Streaming Dense Depth from a Low Frame Rate Active Sensor
by: Conti, Andrea, et al.
Published: (2024)

HS-SLAM: Hybrid Representation with Structural Supervision for Improved Dense SLAM
by: Gong, Ziren, et al.
Published: (2025)

FlowSeek: Optical Flow Made Easier with Depth Foundation Models and Motion Bases
by: Poggi, Matteo, et al.
Published: (2025)

Self-Evolving Depth-Supervised 3D Gaussian Splatting from Rendered Stereo Pairs
by: Safadoust, Sadra, et al.
Published: (2024)

DINO-SLAM: DINO-informed RGB-D SLAM for Neural Implicit and Explicit Representations
by: Gong, Ziren, et al.
Published: (2025)

Ov3R: Open-Vocabulary Semantic 3D Reconstruction from RGB Videos
by: Gong, Ziren, et al.
Published: (2025)

Booster: a Benchmark for Depth from Images of Specular and Transparent Surfaces
by: Ramirez, Pierluigi Zama, et al.
Published: (2023)

Range-Agnostic Multi-View Depth Estimation With Keyframe Selection
by: Conti, Andrea, et al.
Published: (2024)

Event-based Stereo Depth Estimation: A Survey
by: Ghosh, Suman, et al.
Published: (2024)

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

How NeRFs and 3D Gaussian Splatting are Reshaping SLAM: a Survey
by: Tosi, Fabio, et al.
Published: (2024)

StereoCarla: A High-Fidelity Driving Dataset for Generalizable Stereo
by: Guo, Xianda, et al.
Published: (2025)

ES-PTAM: Event-based Stereo Parallel Tracking and Mapping
by: Ghosh, Suman, et al.
Published: (2024)

ToF-Splatting: Dense SLAM using Sparse Time-of-Flight Depth and Multi-Frame Integration
by: Conti, Andrea, et al.
Published: (2025)

Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions
by: Tosi, Fabio, et al.
Published: (2024)

Learnable Fractional Reaction-Diffusion Dynamics for Under-Display ToF Imaging and Beyond
by: Qiao, Xin, et al.
Published: (2025)

RGB Guided ToF Imaging System: A Survey of Deep Learning-based Methods
by: Qiao, Xin, et al.
Published: (2024)

FlowIt: Global Matching via Hierarchical Transformers and Optimal Transport for Optical Flow
by: Safadoust, Sadra, et al.
Published: (2026)

WarpRF: Multi-View Consistency for Training-Free Uncertainty Quantification and Applications in Radiance Fields
by: Safadoust, Sadra, et al.
Published: (2025)

ESVO2: Direct Visual-Inertial Odometry with Stereo Event Cameras
by: Niu, Junkai, et al.
Published: (2024)

Secrets of Event-Based Optical Flow
by: Shiba, Shintaro, et al.
Published: (2022)

Event-Based Motion Segmentation by Motion Compensation
by: Stoffregen, Timo, et al.
Published: (2019)

Event-aided Direct Sparse Odometry
by: Hidalgo-Carrió, Javier, et al.
Published: (2022)

Stereo Anything: Unifying Zero-shot Stereo Matching with Large-Scale Mixed Data
by: Guo, Xianda, et al.
Published: (2024)

FoundationSLAM: Unleashing the Power of Depth Foundation Models for End-to-End Dense Visual SLAM
by: Wu, Yuchen, et al.
Published: (2025)

PS-EIP: Robust Photometric Stereo Based on Event Interval Profile
by: Kitazawa, Kazuma, et al.
Published: (2025)

Combined Physics and Event Camera Simulator for Slip Detection
by: Reinold, Thilo, et al.
Published: (2025)

Event-based Mosaicing Bundle Adjustment
by: Guo, Shuang, et al.
Published: (2024)

URNet: Uncertainty-aware Refinement Network for Event-based Stereo Depth Estimation
by: Cheng, Yifeng, et al.
Published: (2025)

Learning Parallax for Stereo Event-based Motion Deblurring
by: Lin, Mingyuan, et al.
Published: (2023)

Event Collapse in Contrast Maximization Frameworks
by: Shiba, Shintaro, et al.
Published: (2022)

Event-based Photometric Bundle Adjustment
by: Guo, Shuang, et al.
Published: (2024)

CMax-SLAM: Event-based Rotational-Motion Bundle Adjustment and SLAM System using Contrast Maximization
by: Guo, Shuang, et al.
Published: (2024)