Optical flow estimation from event-based cameras and spiking neural
networks

Optical flow estimation from event-based cameras and spiking neural networks

13 February 2023

Javier Cuadrado

Benoit R. Cottereau

Francisco Barranco

Papers citing "Optical flow estimation from event-based cameras and spiking neural networks"

13 / 13 papers shown

Title
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 106 0 0 13 Mar 2025
Spiking-PhysFormer: Camera-Based Remote Photoplethysmography with Parallel Spike-driven Transformer Mingxuan Liu Jiankai Tang Haoxiang Li Jiahao Qi Siwei Li Kegang Wang Yuntao wang Hong Chen Yuntao Wang Hong Chen 125 14 0 07 Feb 2024
Secrets of Event-Based Optical Flow Shintaro Shiba Y. Aoki Guillermo Gallego 3DPC 52 97 0 20 Jul 2022
Spiking Approximations of the MaxPooling Operation in Deep SNNs Ramashish Gaurav B. Tripp Apurva Narayan 57 8 0 14 May 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding Xinming Zhang Yi Zhou Jungong Han Guiguang Ding Jian Sun VLM 103 536 0 13 Mar 2022
Beyond Classification: Directly Training Spiking Neural Networks for Semantic Segmentation Youngeun Kim Joshua Chough Priyadarshini Panda 60 80 0 14 Oct 2021
StereoSpike: Depth Learning with a Spiking Neural Network Ulysse Rançon Javier Cuadrado-Anibarro Benoit R. Cottereau T. Masquelier 32 35 0 28 Sep 2021
E-RAFT: Dense Optical Flow from Event Cameras Mathias Gehrig Mario Millhäusler Daniel Gehrig Davide Scaramuzza 54 148 0 24 Aug 2021
Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks Loic Cordone Benoit Miramond Sonia Ferrante 61 36 0 26 Apr 2021
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy Federico Paredes-Valles Guido de Croon 52 147 0 17 Sep 2020
A Large Scale Event-based Detection Dataset for Automotive Pierre de Tournemire D. Nitti E. Perot D. Migliore A. Sironi 47 120 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
CED: Color Event Camera Dataset C. Scheerlinck Henri Rebecq Timo Stoffregen Nick Barnes Robert E. Mahony Davide Scaramuzza VGen 41 83 0 24 Apr 2019