Secrets of Event-Based Optical Flow

20 July 2022

Guillermo Gallego

Papers citing "Secrets of Event-Based Optical Flow"

31 / 31 papers shown

Title
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 110 0 0 05 May 2025
A Real-Time Event-Based Normal Flow Estimator Dehao Yuan Cornelia Fermuller 3DPC 85 0 0 28 Apr 2025
EMoTive: Event-guided Trajectory Modeling for 3D Motion Estimation Zengyu Wan Wei-dong Zhai Yang Cao Zhengjun Zha 69 0 0 14 Mar 2025
ESVO2: Direct Visual-Inertial Odometry with Stereo Event Cameras Junkai Niu Sheng Zhong Xiuyuan Lu Shaojie Shen Guillermo Gallego Yi Zhou 80 10 0 12 Oct 2024
Event-based Stereo Depth Estimation: A Survey Suman Ghosh Guillermo Gallego 3DV 55 4 0 26 Sep 2024
Event-based Continuous Color Video Decompression from Single Frames ZiYun Wang Friedhelm Hamann Kenneth Chaney Wen Jiang Martin Braschler Kostas Daniilidis 92 5 0 30 Nov 2023
Event Collapse in Contrast Maximization Frameworks Shintaro Shiba Y. Aoki Guillermo Gallego 44 36 0 08 Jul 2022
Globally-Optimal Contrast Maximisation for Event Cameras Xin-Zhong Peng Ling Gao Yifu Wang L. Kneip 46 48 0 10 Jun 2022
Real-Time Optical Flow for Vehicular Perception with Low- and High-Resolution Event Cameras Vincent Brebion Julien Moreau Franck Davoine 56 33 0 20 Dec 2021
Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation Ziluo Ding Rui Zhao Jiyuan Zhang Tianxiao Gao Ruiqin Xiong Zhaofei Yu Tiejun Huang 3DPC 48 60 0 10 Sep 2021
E-RAFT: Dense Optical Flow from Event Cameras Mathias Gehrig Mario Millhäusler Daniel Gehrig Davide Scaramuzza 61 151 0 24 Aug 2021
The Spatio-Temporal Poisson Point Process: A Simple Model for the Alignment of Event Camera Data Cheng Gu Erik Learned-Miller Daniel Sheldon Guillermo Gallego Pia Bideau 43 35 0 13 Jun 2021
Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks J. Hagenaars Federico Paredes-Valles Guido de Croon 47 138 0 03 Jun 2021
DSEC: A Stereo Event Camera Dataset for Driving Scenarios Mathias Gehrig Willem Aarents Daniel Gehrig Davide Scaramuzza 3DV 72 335 0 10 Mar 2021
Event-based Motion Segmentation with Spatio-Temporal Graph Cuts Yi Zhou Guillermo Gallego Xiuyuan Lu Siqi Liu Shaojie Shen 48 73 0 16 Dec 2020
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy Federico Paredes-Valles Guido de Croon 62 150 0 17 Sep 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 211 2,611 0 26 Mar 2020
Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks Chankyu Lee Adarsh Kosta A. Z. Zhu Kenneth Chaney Kostas Daniilidis Kaushik Roy 116 165 0 14 Mar 2020
Event-based Vision: A Survey Guillermo Gallego T. Delbruck Garrick Orchard Chiara Bartolozzi B. Taba ... Stefan Leutenegger Andrew J. Davison Jorg Conradt Kostas Daniilidis Davide Scaramuzza 85 1,791 0 17 Apr 2019
End-to-End Learning of Representations for Asynchronous Event-Based Data Daniel Gehrig Antonio Loquercio Konstantinos G. Derpanis Davide Scaramuzza DRL AI4TS 77 334 0 17 Apr 2019
Focus Is All You Need: Loss Functions For Event-based Vision Guillermo Gallego Mathias Gehrig Davide Scaramuzza 66 137 0 15 Apr 2019
Event-Based Motion Segmentation by Motion Compensation Timo Stoffregen Guillermo Gallego Tom Drummond L. Kleeman Davide Scaramuzza 55 150 0 02 Apr 2019
Unsupervised Event-based Learning of Optical Flow, Depth, and Egomotion A. Z. Zhu Liangzhe Yuan Kenneth Chaney Kostas Daniilidis MDE 80 527 0 19 Dec 2018
Real-time high speed motion prediction using fast aperture-robust event-driven visual flow Himanshu Akolkar S. Ieng R. Benosman 39 53 0 27 Nov 2018
Simultaneous Optical Flow and Segmentation (SOFAS) using Dynamic Vision Sensor Timo Stoffregen L. Kleeman 48 57 0 31 May 2018
A Unifying Contrast Maximization Framework for Event Cameras, with Applications to Motion, Depth, and Optical Flow Estimation Guillermo Gallego Henri Rebecq Davide Scaramuzza 69 329 0 04 Apr 2018
Event-based Moving Object Detection and Tracking A. Mitrokhin Cornelia Fermuller Chethan Parameshwara Yiannis Aloimonos 27 311 0 12 Mar 2018
EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras A. Z. Zhu Liangzhe Yuan Kenneth Chaney Kostas Daniilidis 66 440 0 19 Feb 2018
The Multi Vehicle Stereo Event Camera Dataset: An Event Camera Dataset for 3D Perception A. Z. Zhu Dinesh Thakur Tolga Özaslan Bernd Pfrommer Vijay Kumar Kostas Daniilidis 3DV 3DPC 55 469 0 30 Jan 2018
The Event-Camera Dataset and Simulator: Event-based Data for Pose Estimation, Visual Odometry, and SLAM Elias Mueggler Henri Rebecq Guillermo Gallego T. Delbruck Davide Scaramuzza VGen 78 597 0 26 Oct 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.5K 76,894 0 18 May 2015