Event-based Vision: A Survey

17 April 2019

Guillermo Gallego

Garrick Orchard

Stefan Leutenegger

Papers citing "Event-based Vision: A Survey"

50 / 274 papers shown

Title
ESVO2: Direct Visual-Inertial Odometry with Stereo Event Cameras Junkai Niu Sheng Zhong Xiuyuan Lu Shaojie Shen Guillermo Gallego Yi Zhou 63 9 0 12 Oct 2024
Spiking Neural Network as Adaptive Event Stream Slicer Jiahang Cao Mingyuan Sun Ziqing Wang Hao Cheng Qiang Zhang Shibo Zhou Renjing Xu 53 1 0 03 Oct 2024
Deblur e-NeRF: NeRF from Motion-Blurred Events under High-speed or Low-light Conditions Weng Fei Low Gim Hee Lee 56 4 0 26 Sep 2024
SpikeGS: Learning 3D Gaussian Fields from Continuous Spike Stream Jinze Yu Xin-Zhong Peng Zhengda Lu L. Kneip Yiqun Wang 3DGS 45 0 0 23 Sep 2024
Neuromorphic Facial Analysis with Cross-Modal Supervision Federico Becattini Luca Cultrera Lorenzo Berlincioni Claudio Ferrari Andrea Leonardo A. Bimbo CVBM 3DH 64 0 0 16 Sep 2024
Slug Mobile: Test-Bench for RL Testing Jonathan Wellington Morris Vishrut Shah Alex Besanceney Daksh Shah Leilani H. Gilpin 27 0 0 31 Aug 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
Embedded event based object detection with spiking neural network Jonathan Courtois Pierre-Emmanuel Novac E. Lemaire Alain Pegatoquet Benoit Miramond 45 2 0 25 Jun 2024
A Label-Free and Non-Monotonic Metric for Evaluating Denoising in Event Cameras Chenyang Shi Shasha Guo Boyi Wei Hanxiao Liu Yibo Zhang Ningfang Song Jing Jin 40 0 0 13 Jun 2024
EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision Yiting Dong Xiang He Guobin Shen Dongcheng Zhao Yang Li Yi Zeng 43 0 0 29 May 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
Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba Hongwei Ren Yue Zhou Jiadong Zhu Haotian Fu Yulong Huang Xiaopeng Lin Yuetong Fang Fei Ma Hao Yu Bo-Xun Cheng Mamba 48 9 0 09 May 2024
OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies Lingdong Kong You-Chen Liu Lai Xing Ng Benoit R. Cottereau Wei Tsang Ooi VLM 47 14 0 08 May 2024
EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision Yufeng Yang Adrian Kneip Charlotte Frenkel GNN 41 4 0 30 Apr 2024
Event-based Video Frame Interpolation with Edge Guided Motion Refinement Yuhan Liu Yongjian Deng Hao Chen Bochen Xie Youfu Li Zhen Yang 44 1 0 28 Apr 2024
A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge Distillation Xin Zhang Liangxiu Han Tam Sobeih Lianghao Han Darren Dancey 61 2 0 26 Apr 2024
Non-Uniform Exposure Imaging via Neuromorphic Shutter Control Mingyuan Lin Jian Liu Chi Zhang Zibo Zhao Chu He Lei Yu 50 0 0 22 Apr 2024
MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading Wenhao Zhang Jun Wang Yong Luo Lei Yu Wei Yu Zheng He Jialie Shen 48 0 0 18 Apr 2024
Sup3r: A Semi-Supervised Algorithm for increasing Sparsity, Stability, and Separability in Hierarchy Of Time-Surfaces architectures Marco Rasetto Himanshu Akolkar R. Benosman 3DH 38 0 0 15 Apr 2024
A Lightweight Spatiotemporal Network for Online Eye Tracking with Event Camera Yan Ru Pei Sasskia Brüers Sébastien Crouzet Douglas McLelland Olivier Coenen 33 8 0 13 Apr 2024
HDR Imaging for Dynamic Scenes with Events Xiaopeng Li Zhaoyuan Zeng Cien Fan Chen Zhao Deng Lei Yu Lei 42 0 0 04 Apr 2024
Mitigating Motion Blur in Neural Radiance Fields with Events and Frames Marco Cannici Davide Scaramuzza 55 23 0 28 Mar 2024
EAS-SNN: End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks Ziming Wang Ziling Wang Huaning Li Lang Qin Runhao Jiang De Ma Huajin Tang 41 10 0 19 Mar 2024
EventRPG: Event Data Augmentation with Relevance Propagation Guidance Mingyuan Sun Donghao Zhang Zongyuan Ge Jiaxu Wang Jia Li Zheng Fang Renjing Xu 37 7 0 14 Mar 2024
CMax-SLAM: Event-based Rotational-Motion Bundle Adjustment and SLAM System using Contrast Maximization Shuang Guo Guillermo Gallego 42 26 0 12 Mar 2024
SGE: Structured Light System Based on Gray Code with an Event Camera Xingyu Lu Lei Sun Diyang Gu Zhijie Xu 3DV 48 1 0 12 Mar 2024
TDE-3: An improved prior for optical flow computation in spiking neural networks Matthew Yedutenko Federico Paredes-Valles Lyes Khacef Guido de Croon 38 0 0 18 Feb 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
Neuromorphic Valence and Arousal Estimation Lorenzo Berlincioni Luca Cultrera Federico Becattini A. Bimbo CVBM 38 3 0 29 Jan 2024
Cross-Modal Semi-Dense 6-DoF Tracking of an Event Camera in Challenging Conditions Yihao Zuo Wanting Xu Xia Wang Yifu Wang L. Kneip 32 14 0 16 Jan 2024
A Heterogeneous RISC-V based SoC for Secure Nano-UAV Navigation Luca Valente Alessandro Nadalini Asif Veeran Mattia Sinigaglia Bruno Sá ... Baker Mohammad Sandro Pinto Daniele Palossi Luca Benini Davide Rossi 46 5 0 07 Jan 2024
Unleashing the Power of CNN and Transformer for Balanced RGB-Event Video Recognition Tianlin Li Yao Rong Shiao Wang Yuan Chen Zhe Wu Bowei Jiang Yonghong Tian Jin Tang ViT 88 3 0 18 Dec 2023
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
Low-power, Continuous Remote Behavioral Localization with Event Cameras Friedhelm Hamann Suman Ghosh Ignacio Juarez Martinez Tom Hart Alex Kacelnik Guillermo Gallego 32 7 0 06 Dec 2023
LEOD: Label-Efficient Object Detection for Event Cameras Ziyi Wu Mathias Gehrig Qing Lyu Xudong Liu Igor Gilitschenski 42 14 0 29 Nov 2023
Applications of Spiking Neural Networks in Visual Place Recognition S. Hussaini Michael Milford Tobias Fischer 74 6 0 22 Nov 2023
Event Camera Data Dense Pre-training Yan Yang Liyuan Pan Liu Liu 40 4 0 20 Nov 2023
SPADES: A Realistic Spacecraft Pose Estimation Dataset using Event Sensing A. Rathinam Haytam Qadadri Djamila Aouada 40 6 0 09 Nov 2023
Real-time 6-DoF Pose Estimation by an Event-based Camera using Active LED Markers Gerald Ebmer Adam Loch Minh Nhat Vu G. Haessig Roberto Mecca Markus Vincze C. Hartl-Nesic Andreas Kugi 21 6 0 25 Oct 2023
Spike-based Neuromorphic Computing for Next-Generation Computer Vision Md. Sakib Hasan Catherine D. Schuman Zhongyang Zhang Tauhidur Rahman Garrett S. Rose 41 0 0 15 Oct 2023
Event-Enhanced Multi-Modal Spiking Neural Network for Dynamic Obstacle Avoidance Yang Wang Bo Dong Yuji Zhang Yunduo Zhou Haiyang Mei Ziqi Wei Xin Yang 37 5 0 03 Oct 2023
eWand: A calibration framework for wide baseline frame-based and event-based camera systems Thomas Gossard Andreas Ziegler Levin Kolmar Jonas Tebbe Andreas Zell 56 1 0 22 Sep 2023
Robust e-NeRF: NeRF from Sparse & Noisy Events under Non-Uniform Motion Weng Fei Low Gim Hee Lee 38 39 0 15 Sep 2023
Tracking Particles Ejected From Active Asteroid Bennu With Event-Based Vision Loïc J. Azzalini Dario Izzo 18 0 0 13 Sep 2023
Event-Driven Imaging in Turbid Media: A Confluence of Optoelectronics and Neuromorphic Computation Ning Zhang Timothy Shea A. Nurmikko 18 1 0 13 Sep 2023
Graph-based Asynchronous Event Processing for Rapid Object Recognition Yijin Li Han Zhou Bangbang Yang Yexin Zhang Zhaopeng Cui Hujun Bao Guofeng Zhang 46 95 0 28 Aug 2023
3ET: Efficient Event-based Eye Tracking using a Change-Based ConvLSTM Network Qinyu Chen Zuowen Wang Shih-Chii Liu Chang Gao 29 26 0 22 Aug 2023