Recent Event Camera Innovations: A Survey

24 August 2024

Bharatesh Chakravarthi

Papers citing "Recent Event Camera Innovations: A Survey"

46 / 46 papers shown

Title
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 80 0 0 05 May 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 66 0 0 29 Mar 2025
Event-Based Video Frame Interpolation With Cross-Modal Asymmetric Bidirectional Motion Fields Taewoo Kim Yujeong Chae Hyun-Kurl Jang Kuk-Jin Yoon 119 34 0 20 Feb 2025
Expanding Event Modality Applications through a Robust CLIP-Based Encoder SungHeon Jeong Hanning Chen Sanggeon Yun Suhyeon Cho Wenjun Huang Xiangjian Liu Mohsen Imani 129 2 0 04 Dec 2024
ESVO2: Direct Visual-Inertial Odometry with Stereo Event Cameras Junkai Niu Sheng Zhong Xiuyuan Lu Shaojie Shen Guillermo Gallego Yi Zhou 75 10 0 12 Oct 2024
MULi-Ev: Maintaining Unperturbed LiDAR-Event Calibration Mathieu Cocheteux Julien Moreau Franck Davoine 61 3 0 28 May 2024
SEVD: Synthetic Event-based Vision Dataset for Ego and Fixed Traffic Perception Manideep Reddy Aliminati Bharatesh Chakravarthi Aayush Atul Verma Arpitsinh Vaghela Hua Wei Xuesong Zhou Yezhou Yang 48 7 0 12 Apr 2024
A Simple and Effective Point-based Network for Event Camera 6-DOFs Pose Relocalization Hongwei Ren Jiadong Zhu Yue Zhou Haotian Fu Yulong Huang Bo-Xun Cheng 3DPC 59 14 0 28 Mar 2024
Bring Event into RGB and LiDAR: Hierarchical Visual-Motion Fusion for Scene Flow Hanyu Zhou Yi Chang Zhiwei Shi Luxin Yan 72 6 0 12 Mar 2024
LEOD: Label-Efficient Object Detection for Event Cameras Ziyi Wu Mathias Gehrig Qing Lyu Xudong Liu Igor Gilitschenski 51 15 0 29 Nov 2023
RPEFlow: Multimodal Fusion of RGB-PointCloud-Event for Joint Optical Flow and Scene Flow Estimation Zhexiong Wan Yuxin Mao Jing Zhang Yuchao Dai 3DPC 59 22 0 26 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 50 95 0 28 Aug 2023
Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events Hoonhee Cho Hyeonseong Kim Yujeong Chae Kuk-Jin Yoon VLM 39 24 0 18 Aug 2023
Person Re-Identification without Identification via Event Anonymization Shafiq Ahmad Pietro Morerio Alessio Del Bue PICV 48 20 0 08 Aug 2023
Hybrid Neural Rendering for Large-Scale Scenes with Motion Blur Peng Dai Yinda Zhang Xin Yu Xiaoyang Lyu Xiaojuan Qi 3DH 47 17 0 25 Apr 2023
TMA: Temporal Motion Aggregation for Event-based Optical Flow Haotian Liu Guang Chen Sanqing Qu Yanping Zhang Zhijun Li Alois C. Knoll Changjun Jiang 52 27 0 21 Mar 2023
Event-based Shape from Polarization Manasi Muglikar L. Bauersfeld Diederik Paul Moeys Davide Scaramuzza 50 20 0 17 Jan 2023
Recurrent Vision Transformers for Object Detection with Event Cameras Mathias Gehrig Davide Scaramuzza 68 124 0 11 Dec 2022
DOTIE - Detecting Objects through Temporal Isolation of Events using a Spiking Architecture M. Nagaraj C. Liyanagedera Kaushik Roy 47 22 0 03 Oct 2022
Video Interpolation by Event-driven Anisotropic Adjustment of Optical Flow Song Wu Kaichao You Weihua He Chen Yang Yang Tian Yaoyuan Wang Ziyang Zhang Jianxing Liao VGen 45 22 0 19 Aug 2022
Secrets of Event-Based Optical Flow Shintaro Shiba Y. Aoki Guillermo Gallego 3DPC 54 97 0 20 Jul 2022
VECtor: A Versatile Event-Centric Benchmark for Multi-Sensor SLAM Ling Gao Yuxuan Liang Jiaqi Yang Shaoxun Wu Chenyu Wang Jiaben Chen L. Kneip 51 65 0 04 Jul 2022
AEGNN: Asynchronous Event-based Graph Neural Networks S. Schaefer Daniel Gehrig Davide Scaramuzza GNN 42 145 0 31 Mar 2022
TimeReplayer: Unlocking the Potential of Event Cameras for Video Interpolation Weihua He Kaichao You Zhendong Qiao Xu Jia Ziyang Zhang Wenhui Wang Huchuan Lu Yaoyuan Wang Jianxing Liao 63 40 0 25 Mar 2022
ESS: Learning Event-based Semantic Segmentation from Still Images Zhaoning Sun Nico Messikommer Daniel Gehrig Davide Scaramuzza 50 80 0 18 Mar 2022
DEVO: Depth-Event Camera Visual Odometry in Challenging Conditions Yihao Zuo Jiaqi Yang Jiaben Chen Xia Wang Yifu Wang L. Kneip MDE 46 58 0 05 Feb 2022
Event-based Video Reconstruction via Potential-assisted Spiking Neural Network Lin Zhu Tianlin Li Yi Chang Jianing Li Tiejun Huang Yonghong Tian 49 96 0 25 Jan 2022
Neuromorphic Camera Denoising using Graph Neural Network-driven Transformers Yusra Alkendi Rana Azzam Abdulla Ayyad S. Javed Lakmal Seneviratne Yahya Zweiri ViT 65 31 0 17 Dec 2021
E $^2$ (GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition Chiara Plizzari M. Planamente Gabriele Goletto Marco Cannici Emanuele Gusso Matteo Matteucci Barbara Caputo EgoV 45 56 0 07 Dec 2021
VISTA 2.0: An Open, Data-driven Simulator for Multimodal Sensing and Policy Learning for Autonomous Vehicles Alexander Amini Tsun-Hsuan Wang Igor Gilitschenski Wilko Schwarting Zhijian Liu Song Han S. Karaman Daniela Rus 47 99 0 23 Nov 2021
EventPoint: Self-Supervised Interest Point Detection and Description for Event-based Camera Ze Huang Li Sun Cheng Zhao Song Li Songzhi Su 3DPC 68 15 0 01 Sep 2021
Night vision obstacle detection and avoidance based on Bio-Inspired Vision Sensors J. Yasin S. Mohamed M. Haghbayan J. Heikkonen H. Tenhunen M. Yasin J. Plosila 59 15 0 29 Oct 2020
Learning to Detect Objects with a 1 Megapixel Event Camera E. Perot Pierre de Tournemire D. Nitti Jonathan Masci A. Sironi ObjD 38 254 0 28 Sep 2020
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy Federico Paredes-Valles Guido de Croon 54 147 0 17 Sep 2020
Learning Event-Based Motion Deblurring Zhe Jiang Yu Zhang Dongqing Zou Jimmy S. J. Ren Jiancheng Lv Yebin Liu 50 153 0 13 Apr 2020
Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras R. W. Baldwin Mohammed Almatrafi V. Asari Keigo Hirakawa 67 77 0 18 Mar 2020
A Large Scale Event-based Detection Dataset for Automotive Pierre de Tournemire D. Nitti E. Perot D. Migliore A. Sironi 49 120 0 23 Jan 2020
Video to Events: Recycling Video Datasets for Event Cameras Daniel Gehrig Mathias Gehrig Javier Hidalgo-Carrió Davide Scaramuzza 57 210 0 06 Dec 2019
EventCap: Monocular 3D Capture of High-Speed Human Motions using an Event Camera Lan Xu Weipeng Xu Vladislav Golyanik Marc Habermann Lu Fang Christian Theobalt 3DH 42 102 0 30 Aug 2019
Focus Is All You Need: Loss Functions For Event-based Vision Guillermo Gallego Mathias Gehrig Davide Scaramuzza 54 136 0 15 Apr 2019
Speed Invariant Time Surface for Learning to Detect Corner Points with Event-Based Cameras Jacques Manderscheid A. Sironi Nicolas Bourdis D. Migliore Vincent Lepetit 33 95 0 27 Mar 2019
EV-IMO: Motion Segmentation Dataset and Learning Pipeline for Event Cameras A. Mitrokhin Chengxi Ye Cornelia Fermuller Yiannis Aloimonos T. Delbruck MDE 3DPC 34 98 0 18 Mar 2019
Bringing a Blurry Frame Alive at High Frame-Rate with an Event Camera Liyuan Pan C. Scheerlinck Xin Yu Leonid Sigal Miaomiao Liu Yuchao Dai 52 242 0 26 Nov 2018
Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks Mohammad Mostafavi Lin Wang Yo-Sung Ho Kuk-Jin Yoon VGen GAN 43 205 0 20 Nov 2018
Event-based Vision meets Deep Learning on Steering Prediction for Self-driving Cars A. I. Maqueda Antonio Loquercio Guillermo Gallego Narciso García Davide Scaramuzza 68 501 0 04 Apr 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 73 596 0 26 Oct 2016