Cover Image

Formulating Event-based Image Reconstruction as a Linear Inverse Problem with Deep Regularization using Optical Flow

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Zelin, Yezzi, Anthony, Gallego, Guillermo
Format:	Preprint
Published:	2021
Subjects:	Computer Vision and Pattern Recognition Machine Learning Robotics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

Fast Event-based Optical Flow Estimation by Triplet Matching
by: Shiba, Shintaro, et al.
Published: (2022)

ETAP: Event-based Tracking of Any Point
by: Hamann, Friedhelm, 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)

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

DERD-Net: Learning Depth from Event-based Ray Densities
by: Hitzges, Diego, et al.
Published: (2025)

A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization Framework
by: Shiba, Shintaro, et al.
Published: (2022)

MouseSIS: A Frames-and-Events Dataset for Space-Time Instance Segmentation of Mice
by: Hamann, Friedhelm, et al.
Published: (2024)

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

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

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

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

Flux4D: Flow-based Unsupervised 4D Reconstruction
by: Wang, Jingkang, et al.
Published: (2025)

RALACs: Action Recognition in Autonomous Vehicles using Interaction Encoding and Optical Flow
by: Zhou, Eddy, et al.
Published: (2022)

W-PoseNet: Dense Correspondence Regularized Pixel Pair Pose Regression
by: Xu, Zelin, et al.
Published: (2019)

Geometric-Photometric Event-based 3D Gaussian Ray Tracing
by: Kohyama, Kai, et al.
Published: (2025)

Interp3R: Continuous-time 3D Geometry Estimation with Frames and Events
by: Guo, Shuang, et al.
Published: (2026)

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

Unsupervised Joint Learning of Optical Flow and Intensity with Event Cameras
by: Guo, Shuang, et al.
Published: (2025)

UEOF: A Benchmark Dataset for Underwater Event-Based Optical Flow
by: Truong, Nick, et al.
Published: (2026)

P-Flow: Proxy-gradient Flows for Linear Inverse Problems
by: Jiang, Zehua, et al.
Published: (2026)

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

An Event-based Fast Intensity Reconstruction Scheme for UAV Real-time Perception
by: Dong, Xin, et al.
Published: (2025)

Planar Velocity Estimation for Fast-Moving Mobile Robots Using Event-Based Optical Flow
by: Boyle, Liam, et al.
Published: (2025)

Motion-prior Contrast Maximization for Dense Continuous-Time Motion Estimation
by: Hamann, Friedhelm, et al.
Published: (2024)

Real-time Motion Segmentation with Event-based Normal Flow
by: Zhong, Sheng, et al.
Published: (2026)

Differentiable Inverse Graphics for Zero-shot Scene Reconstruction and Robot Grasping
by: Arriaga, Octavio, et al.
Published: (2026)

RoEL: Robust Event-based 3D Line Reconstruction
by: Bae, Gwangtak, et al.
Published: (2026)

On the Benefits of Visual Stabilization for Frame- and Event-based Perception
by: Rodriguez-Gomez, Juan Pablo, et al.
Published: (2024)

Event Spectroscopy: Event-based Multispectral and Depth Sensing using Structured Light
by: Geckeler, Christian, et al.
Published: (2025)

Towards Anytime Optical Flow Estimation with Event Cameras
by: Ye, Yaozu, et al.
Published: (2023)

UltrasODM: A Dual Stream Optical Flow Mamba Network for 3D Freehand Ultrasound Reconstruction
by: Anand, Mayank, et al.
Published: (2025)

Differentiable Gaussianization Layers for Inverse Problems Regularized by Deep Generative Models
by: Li, Dongzhuo
Published: (2021)

MEDL-U: Uncertainty-aware 3D Automatic Annotation based on Evidential Deep Learning
by: Paat, Helbert, et al.
Published: (2023)

Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
by: Zhang, Yasi, et al.
Published: (2024)

Motion-Aware Optical Camera Communication with Event Cameras
by: Su, Hang, et al.
Published: (2024)

TrajLearn: Trajectory Prediction Learning using Deep Generative Models
by: Nadiri, Amirhossein, et al.
Published: (2024)

R3GS: Gaussian Splatting for Robust Reconstruction and Relocalization in Unconstrained Image Collections
by: yan, Xu, et al.
Published: (2025)

EVLoc: Event-based Visual Localization in LiDAR Maps via Event-Depth Registration
by: Chen, Kuangyi, et al.
Published: (2025)

ES-Parkour: Advanced Robot Parkour with Bio-inspired Event Camera and Spiking Neural Network
by: Zhang, Qiang, et al.
Published: (2025)