EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras

19 February 2018

Papers citing "EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras"

50 / 96 papers shown

Title
eStonefish-scenes: A synthetically generated dataset for underwater event-based optical flow prediction tasks Jad Mansour Sebastian Realpe Hayat Rajani Michele Grimaldi Rafael García N. Gracias 16 0 0 19 May 2025
Planar Velocity Estimation for Fast-Moving Mobile Robots Using Event-Based Optical Flow Liam Boyle Jonas Kühne Nicolas Baumann Niklas Bastuck Michele Magno 24 0 0 16 May 2025
Self-Supervised Event Representations: Towards Accurate, Real-Time Perception on SoC FPGAs K. Jeziorek T. Kryjak AI4TS 51 0 0 12 May 2025
Nonlinear Motion-Guided and Spatio-Temporal Aware Network for Unsupervised Event-Based Optical Flow Zuntao Liu Hao Zhuang Junjie Jiang Yuhang Song Zheng Fang 55 0 0 08 May 2025
Quantitative evaluation of brain-inspired vision sensors in high-speed robotic perception Taoyi Wang Lijian Wang Yihan Lin Mingtao Ou Yuguo Chen Xinglong Ji Rong Zhao 24 0 0 27 Apr 2025
Perturbed State Space Feature Encoders for Optical Flow with Event Cameras Gokul Raju Govinda Raju Nikola Zubić Marco Cannici Davide Scaramuzza 49 1 0 14 Apr 2025
Towards Mobile Sensing with Event Cameras on High-agility Resource-constrained Devices: A Survey Haoyang Wang Ruishan Guo Pengtao Ma Ciyu Ruan Xinyu Luo Wenhua Ding Tianyang Zhong Jingao Xu Yunhao Liu Xinlei Chen 55 0 0 29 Mar 2025
EMoTive: Event-guided Trajectory Modeling for 3D Motion Estimation Zengyu Wan Wei-dong Zhai Yang Cao Zhengjun Zha 52 0 0 14 Mar 2025
ST-FlowNet: An Efficient Spiking Neural Network for Event-Based Optical Flow Estimation Hongze Sun Jun Wang Wuque Cai Duo Chen Qianqian Liao Jiayi He Yan Cui D. Yao Daqing Guo 65 0 0 13 Mar 2025
Combined Physics and Event Camera Simulator for Slip Detection Thilo Reinold Suman Ghosh Guillermo Gallego 51 1 0 05 Mar 2025
Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges A. R. Trivedi Sina Tayebati Hemant Kumawat Nastaran Darabi Divake Kumar ... Dinithi Jayasuriya Nethmi Jayasinghe Priyadarshini Panda Saibal Mukhopadhyay Kaushik Roy 84 0 0 04 Feb 2025
TOFFE -- Temporally-binned Object Flow from Events for High-speed and Energy-Efficient Object Detection and Tracking Adarsh Kosta Amogh Joshi Arjun Roy Rohan Kumar Manna M. Nagaraj Kaushik Roy 59 2 0 21 Jan 2025
BlinkVision: A Benchmark for Optical Flow, Scene Flow and Point Tracking Estimation using RGB Frames and Events Yijin Li Yichen Shen Zhaoyang Huang Shuo Chen Weikang Bian ... Keqiang Sun Hujun Bao Zhaopeng Cui Guofeng Zhang Hongsheng Li 3DPC 55 5 0 27 Oct 2024
Revisit Event Generation Model: Self-Supervised Learning of Event-to-Video Reconstruction with Implicit Neural Representations Zipeng Wang Yunfan Lu Lin Wang VGen BDL 64 2 0 26 Jul 2024
Temporal Event Stereo via Joint Learning with Stereoscopic Flow Hoonhee Cho Jae-Young Kang Kuk-Jin Yoon 40 4 0 15 Jul 2024
An abstract theory of sensor eventification Yulin Zhang Dylan A. Shell 51 0 0 30 Jun 2024
Vector-Symbolic Architecture for Event-Based Optical Flow Hongzhi You Yijun Cao Wei Yuan Fanjun Wang Ning Qiao Yongjie Li 56 2 0 14 May 2024
ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data Carmen Martin-Turrero Maxence Bouvier Manuel Breitenstein Pietro Zanuttigh Vincent Parret 38 4 0 02 Feb 2024
Exploring the Common Appearance-Boundary Adaptation for Nighttime Optical Flow Hanyu Zhou Yi Chang Haoyue Liu Wending Yan Yuxing Duan Zhiwei Shi Luxin Yan 40 2 0 31 Jan 2024
Accelerated Event-Based Feature Detection and Compression for Surveillance Video Systems Andrew C. Freeman Ketan Mayer-Patel Montek Singh 40 5 0 13 Dec 2023
Event-based Continuous Color Video Decompression from Single Frames ZiYun Wang Friedhelm Hamann Kenneth Chaney Wen Jiang Martin Braschler Kostas Daniilidis 58 5 0 30 Nov 2023
Automotive Object Detection via Learning Sparse Events by Spiking Neurons Hu Zhang Yanchen Li Luziwei Leng Kaiwei Che Qian Liu Qinghai Guo Jianxing Liao Ran Cheng 42 6 0 24 Jul 2023
Towards Anytime Optical Flow Estimation with Event Cameras Yaozu Ye Haowen Shi Kailun Yang Ze Wang Xiaoyue Yin Yining Lin Mao Liu Yaonan Wang 3DPC 75 7 0 11 Jul 2023
EV-MGRFlowNet: Motion-Guided Recurrent Network for Unsupervised Event-based Optical Flow with Hybrid Motion-Compensation Loss Zhuang Hao Xinjie Huang Kuanxu Hou Delei Kong Chenming Hu Zheng Fang 29 11 0 13 May 2023
EV-Catcher: High-Speed Object Catching Using Low-latency Event-based Neural Networks ZiYun Wang F. Ojeda Anthony Bisulco Daewon Lee Camillo J Taylor Kostas Daniilidis M. A. Hsieh Daniel D. Lee Volkan Isler 43 13 0 14 Apr 2023
Neuromorphic Optical Flow and Real-time Implementation with Event Cameras Yannick Schnider Stanisław Woźniak Mathias Gehrig J. Lecomte Axel von Arnim Luca Benini Davide Scaramuzza A. Pantazi 45 15 0 14 Apr 2023
Recovering Continuous Scene Dynamics from A Single Blurry Image with Events Zhang Cheng Xiang Zhang Lei Yu Jian-zhuo Liu Wentao Yang Gui-Song Xia 32 1 0 05 Apr 2023
E-MLB: Multilevel Benchmark for Event-Based Camera Denoising S. Ding Jinze Chen Yang Wang Yu Kang Weiguo Song Jie Cheng Yang Cao 32 28 0 21 Mar 2023
Learning Optical Flow from Event Camera with Rendered Dataset Xinglong Luo Kunming Luo Ao Luo Zhengning Wang Ping Tan Shuaicheng Liu 32 17 0 20 Mar 2023
Highly Efficient 3D Human Pose Tracking from Events with Spiking Spatiotemporal Transformer Shihao Zou Yuxuan Mu Wei Ji Zi-An Wang Xinxin Zuo Sen Wang Weixin Si Li Cheng 3DH 44 15 0 16 Mar 2023
Fully neuromorphic vision and control for autonomous drone flight Federico Paredes-Valles J. Hagenaars Julien Dupeyroux S. Stroobants Ying Xu Guido de Croon 38 36 0 15 Mar 2023
EvHandPose: Event-based 3D Hand Pose Estimation with Sparse Supervision Jianping Jiang Jiahe Li Baowen Zhang Xiaoming Deng Boxin Shi 28 7 0 06 Mar 2023
Event-based Camera Simulation using Monte Carlo Path Tracing with Adaptive Denoising Yuta Tsuji Tatsuya Yatagawa Hiroyuki Kubo Shigeo Morishima 24 2 0 05 Mar 2023
Tracking Fast by Learning Slow: An Event-based Speed Adaptive Hand Tracker Leveraging Knowledge in RGB Domain Chuanlin Lan Ziyuan Yin Arindam Basu Rosa H. M. Chan 27 2 0 28 Feb 2023
An Asynchronous Intensity Representation for Framed and Event Video Sources Andrew C. Freeman Montek Singh Ketan Mayer-Patel AI4TS 37 6 0 20 Jan 2023
Fast Event-based Optical Flow Estimation by Triplet Matching Shintaro Shiba Y. Aoki Guillermo Gallego 29 14 0 23 Dec 2022
A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization Framework Shintaro Shiba Y. Aoki Guillermo Gallego 35 16 0 14 Dec 2022
Lightweight Event-based Optical Flow Estimation via Iterative Deblurring Yilun Wu Federico Paredes-Valles Guido de Croon 28 19 0 24 Nov 2022
Vision-based localization methods under GPS-denied conditions Zihao Lu Fei Liu Xianke Lin 32 5 0 22 Nov 2022
Learning Dense and Continuous Optical Flow from an Event Camera Zhexiong Wan Yuchao Dai Yuxin Mao 37 57 0 16 Nov 2022
Illumination-Based Color Reconstruction for the Dynamic Vision Sensor Khen Cohen Omer Hershko Homer Levy D. Mendlovic D. Raviv 3DV 26 1 0 12 Nov 2022
Hardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks M. Apolinario Adarsh Kosta Utkarsh Saxena Kaushik Roy 27 7 0 03 Nov 2022
Self-Supervised Intensity-Event Stereo Matching Jinjin Gu Jinan Zhou Ringo S. W. Chu Yan Chen Jiawei Zhang Xuanye Cheng Song Zhang Jimmy S. J. Ren 33 6 0 01 Nov 2022
Globally Optimal Event-Based Divergence Estimation for Ventral Landing Sofia Mcleod Gabriele Meoni Dario Izzo Anne Mergy Daqi Liu Yasir Latif Ian Reid Tat-Jun Chin 53 10 0 27 Sep 2022
A Temporal Densely Connected Recurrent Network for Event-based Human Pose Estimation Z. Shao Wen Zhou Wuzhen Wang Jianyu Yang Youfu Li 3DH 34 6 0 15 Sep 2022
EDeNN: Event Decay Neural Networks for low latency vision Celyn Walters Simon Hadfield 30 1 0 09 Sep 2022
High Speed Rotation Estimation with Dynamic Vision Sensors Guangrong Zhao Yiran Shen Ning Chen Peng-Hao Hu Lei Liu Hongkai Wen 41 3 0 06 Sep 2022
Multi-Event-Camera Depth Estimation and Outlier Rejection by Refocused Events Fusion Suman Ghosh Guillermo Gallego MDE 37 31 0 21 Jul 2022
Secrets of Event-Based Optical Flow Shintaro Shiba Y. Aoki Guillermo Gallego 3DPC 37 96 0 20 Jul 2022
Event Collapse in Contrast Maximization Frameworks Shintaro Shiba Y. Aoki Guillermo Gallego 27 36 0 08 Jul 2022