A Large Scale Event-based Detection Dataset for Automotive

A Large Scale Event-based Detection Dataset for Automotive

23 January 2020

Pierre de Tournemire

Papers citing "A Large Scale Event-based Detection Dataset for Automotive"

18 / 68 papers shown

Title
Pushing the Limits of Asynchronous Graph-based Object Detection with Event Cameras Daniel Gehrig Davide Scaramuzza GNN 16 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
Motion Robust High-Speed Light-Weighted Object Detection With Event Camera Bing-Quan Liu Chang Xu Wen Yang Huai Yu Lei Yu 35 35 0 24 Aug 2022
EBSnoR: Event-Based Snow Removal by Optimal Dwell Time Thresholding Abigail E. Wolf Shannon Brooks-Lehnert Keigo Hirakawa 20 0 0 22 Aug 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
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
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 30 56 0 07 Dec 2021
N-ImageNet: Towards Robust, Fine-Grained Object Recognition with Event Cameras Junho Kim Jaehyeok Bae Gang-Ryeong Park Dongsu Zhang Y. Kim ObjD 14 83 0 02 Dec 2021
ES-ImageNet: A Million Event-Stream Classification Dataset for Spiking Neural Networks Yihan Lin Wei Ding Shaohua Qiang Lei Deng Guoqi Li AI4TS 25 31 0 23 Oct 2021
CarSNN: An Efficient Spiking Neural Network for Event-Based Autonomous Cars on the Loihi Neuromorphic Research Processor Alberto Viale Alberto Marchisio Maurizio Martina Guido Masera Muhammad Shafique 37 45 0 01 Jul 2021
DSEC: A Stereo Event Camera Dataset for Driving Scenarios Mathias Gehrig Willem Aarents Daniel Gehrig Davide Scaramuzza 3DV 17 317 0 10 Mar 2021
Real-Time Face & Eye Tracking and Blink Detection using Event Cameras Cian Ryan Brian O'Sullivan Amr Elrasad Joe Lemley Paul Kielty C. Posch E. Perot CVBM 14 81 0 16 Oct 2020
Learning to Detect Objects with a 1 Megapixel Event Camera E. Perot Pierre de Tournemire D. Nitti Jonathan Masci A. Sironi ObjD 6 248 0 28 Sep 2020
Event-based visual place recognition with ensembles of temporal windows Tobias Fischer Michael Milford 6 49 0 22 May 2020
DDD20 End-to-End Event Camera Driving Dataset: Fusing Frames and Events with Deep Learning for Improved Steering Prediction Yuhuang Hu Jonathan Binas Daniel Neil Shih-Chii Liu T. Delbruck 3DV 8 79 0 18 May 2020
Event-based Asynchronous Sparse Convolutional Networks Nico Messikommer Daniel Gehrig Antonio Loquercio Davide Scaramuzza 8 149 0 20 Mar 2020