Learning to Detect Objects with a 1 Megapixel Event Camera

28 September 2020

Papers citing "Learning to Detect Objects with a 1 Megapixel Event Camera"

38 / 38 papers shown

Title
Self-Supervised Event Representations: Towards Accurate, Real-Time Perception on SoC FPGAs K. Jeziorek T. Kryjak AI4TS 44 0 0 12 May 2025
BiasBench: A reproducible benchmark for tuning the biases of event cameras Andreas Ziegler David Joseph Thomas Gossard Emil Moldovan A. Zell 34 0 0 25 Apr 2025
EHGCN: Hierarchical Euclidean-Hyperbolic Fusion via Motion-Aware GCN for Hybrid Event Stream Perception Haosheng chen Lian Luo Mengjingcheng Mo Zhanjie Wu Guobao Xiao Ji Gan Jiaxu Leng Xinbo Gao 27 0 0 23 Apr 2025
Event Quality Score (EQS): Assessing the Realism of Simulated Event Camera Streams via Distances in Latent Space Kaustav Chanda Aayush Atul Verma Arpitsinh Vaghela Yezhou Yang Bharatesh Chakravarthi 37 0 0 16 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 52 0 0 29 Mar 2025
Frequency-Adaptive Low-Latency Object Detection Using Events and Frames Haitian Zhang Xiangyuan Wang Chang Xu Xinya Wang Fang Xu Huai Yu Lei Yu Wen Yang ObjD 92 0 0 05 Dec 2024
Temporal Event Stereo via Joint Learning with Stereoscopic Flow Hoonhee Cho Jae-Young Kang Kuk-Jin Yoon 32 4 0 15 Jul 2024
Embedded event based object detection with spiking neural network Jonathan Courtois Pierre-Emmanuel Novac E. Lemaire Alain Pegatoquet Benoit Miramond 40 2 0 25 Jun 2024
EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision Yufeng Yang Adrian Kneip Charlotte Frenkel GNN 36 4 0 30 Apr 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 36 10 0 19 Mar 2024
Neuromorphic Valence and Arousal Estimation Lorenzo Berlincioni Luca Cultrera Federico Becattini A. Bimbo CVBM 38 3 0 29 Jan 2024
Low-power, Continuous Remote Behavioral Localization with Event Cameras Friedhelm Hamann Suman Ghosh Ignacio Juarez Martinez Tom Hart Alex Kacelnik Guillermo Gallego 27 7 0 06 Dec 2023
LEOD: Label-Efficient Object Detection for Event Cameras Ziyi Wu Mathias Gehrig Qing Lyu Xudong Liu Igor Gilitschenski 31 13 0 29 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 37 6 0 24 Jul 2023
NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems Jason Yik Korneel Van den Berghe Douwe den Blanken Younes Bouhadjar Maxime Fabre ... Fatima Tuz Zohora Charlotte Frenkel Vijay Janapa Reddi Charlotte Frenkel Vijay Janapa Reddi 25 17 0 10 Apr 2023
NU-AIR -- A Neuromorphic Urban Aerial Dataset for Detection and Localization of Pedestrians and Vehicles Craig Iaboni Thomas Kelly Pramod Abichandani 21 2 0 18 Feb 2023
An Asynchronous Intensity Representation for Framed and Event Video Sources Andrew C. Freeman Montek Singh Ketan Mayer-Patel AI4TS 29 6 0 20 Jan 2023
Event Camera Data Pre-training Yan Yang Liyuan Pan Liu Liu 23 32 0 05 Jan 2023
Event-based Visual Tracking in Dynamic Environments Irene Perez-Salesa R. Aldana-López C. Sagüés 12 0 0 15 Dec 2022
Event-based YOLO Object Detection: Proof of Concept for Forward Perception System Waseem Shariff Muhammad Ali Farooq Joe Lemley Peter Corcoran 30 9 0 14 Dec 2022
Pushing the Limits of Asynchronous Graph-based Object Detection with Event Cameras Daniel Gehrig Davide Scaramuzza GNN 24 29 0 22 Nov 2022
Spiking Neural Networks for event-based action recognition: A new task to understand their advantage Alex Vicente-Sola D. L. Manna Paul Kirkland G. D. Caterina Trevor Bihl 21 8 0 29 Sep 2022
EBSnoR: Event-Based Snow Removal by Optimal Dwell Time Thresholding Abigail E. Wolf Shannon Brooks-Lehnert Keigo Hirakawa 22 0 0 22 Aug 2022
Traffic Sign Detection With Event Cameras and DCNN Piotr Wzorek T. Kryjak 16 9 0 27 Jul 2022
Emergent Visual Sensors for Autonomous Vehicles You Li Julien Moreau J. Ibañez-Guzmán 42 28 0 19 May 2022
Object Detection with Spiking Neural Networks on Automotive Event Data Loic Cordone Benoit Miramond Philippe Thiérion 30 98 0 09 May 2022
EVIMO2: An Event Camera Dataset for Motion Segmentation, Optical Flow, Structure from Motion, and Visual Inertial Odometry in Indoor Scenes with Monocular or Stereo Algorithms Levi Burner A. Mitrokhin Cornelia Fermuller Yiannis Aloimonos VGen MDE 27 33 0 06 May 2022
Event-based Navigation for Autonomous Drone Racing with Sparse Gated Recurrent Network Kristoffer Fogh Andersen H. Pham Halil Ibrahim Ugurlu Erdal Kayacan 24 8 0 05 Apr 2022
AEGNN: Asynchronous Event-based Graph Neural Networks S. Schaefer Daniel Gehrig Davide Scaramuzza GNN 21 142 0 31 Mar 2022
Autofocus for Event Cameras Shijie Lin Yinqiang Zhang Lei Yu Bin Zhou Xiaowei Luo Jia Pan 21 17 0 23 Mar 2022
ESS: Learning Event-based Semantic Segmentation from Still Images Zhaoning Sun Nico Messikommer Daniel Gehrig Davide Scaramuzza 35 77 0 18 Mar 2022
Event-Based high-speed low-latency fiducial marker tracking Adam Loch G. Haessig Markus Vincze 31 4 0 12 Oct 2021
StereoSpike: Depth Learning with a Spiking Neural Network Ulysse Rançon Javier Cuadrado-Anibarro Benoit R. Cottereau T. Masquelier 25 34 0 28 Sep 2021
Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation Nico Messikommer Daniel Gehrig Mathias Gehrig Davide Scaramuzza 28 43 0 06 Sep 2021
TUM-VIE: The TUM Stereo Visual-Inertial Event Dataset Simone Klenk J. Chui Nikolaus Demmel Daniel Cremers 25 60 0 16 Aug 2021
Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks Loic Cordone Benoit Miramond Sonia Ferrante 33 36 0 26 Apr 2021
EventNet: Asynchronous Recursive Event Processing Yusuke Sekikawa K. Hara Hideo Saito 56 98 0 07 Dec 2018
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 233 7,906 0 13 Jun 2015