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

13 February 2023

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

31 / 31 papers shown

Title
SCFlow2: Plug-and-Play Object Pose Refiner with Shape-Constraint Scene Flow Qingyuan Wang Rui Song Jiaojiao Li Kerui Cheng David Ferstl Yinlin Hu 3DPC 45 0 0 12 Apr 2025
EventFly: Event Camera Perception from Ground to the Sky Lingdong Kong Dongyue Lu Xiang Xu Lai Xing Ng Wei Tsang Ooi Benoit R. Cottereau 36 0 0 25 Mar 2025
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 60 0 0 13 Mar 2025
Enhanced Neuromorphic Semantic Segmentation Latency through Stream Event D. Hareb J. Martinet B. Miramond 60 0 0 26 Feb 2025
Neuromorphic Optical Tracking and Imaging of Randomly Moving Targets through Strongly Scattering Media Ning Zhang Timothy Shea A. Nurmikko 31 0 0 08 Jan 2025
Learning Normal Flow Directly From Event Neighborhoods Dehao Yuan Levi Burner Jiayi Wu Minghui Liu Jingxi Chen Yiannis Aloimonos Cornelia Fermuller 3DPC 122 3 0 15 Dec 2024
Fully Asynchronous Neuromorphic Perception for Mobile Robot Dodging with Loihi Chips Junjie Jiang Delei Kong Chenming Hu Zheng Fang 29 0 0 14 Oct 2024
SDformerFlow: Spatiotemporal swin spikeformer for event-based optical flow estimation Yi Tian Juan Andrade-Cetto 27 0 0 06 Sep 2024
NeuroVE: Brain-inspired Linear-Angular Velocity Estimation with Spiking Neural Networks Xiao Li Xieyuanli Chen Ruibin Guo Yujie Wu Zongtan Zhou Fangwen Yu Huimin Lu 23 1 0 28 Aug 2024
Event-based Optical Flow on Neuromorphic Processor: ANN vs. SNN Comparison based on Activation Sparsification Yingfu Xu Guangzhi Tang Amirreza Yousefzadeh Guido de Croon Manolis Sifalakis 19 3 0 29 Jul 2024
Motion-prior Contrast Maximization for Dense Continuous-Time Motion Estimation Friedhelm Hamann ZiYun Wang Ioannis Asmanis Kenneth Chaney Guillermo Gallego Kostas Daniilidis 42 11 0 15 Jul 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 29 12 0 08 May 2024
Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods Chenlin Zhou Han Zhang Liutao Yu Yumin Ye Zhaokun Zhou Liwei Huang Zhengyu Ma Xiaopeng Fan Huihui Zhou Yonghong Tian 41 9 0 06 May 2024
State Space Models for Event Cameras Nikola Zubić Mathias Gehrig Davide Scaramuzza 36 35 0 23 Feb 2024
TDE-3: An improved prior for optical flow computation in spiking neural networks Matthew Yedutenko Federico Paredes-Valles Lyes Khacef Guido de Croon 33 0 0 18 Feb 2024
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 89 13 0 07 Feb 2024
Event Camera Data Dense Pre-training Yan Yang Liyuan Pan Liu Liu 25 4 0 20 Nov 2023
SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence Wei Fang Yanqing Chen Jianhao Ding Zhaofei Yu T. Masquelier Ding Chen Liwei Huang Huihui Zhou Guoqi Li Yonghong Tian 18 193 0 25 Oct 2023
Deep Multi-Threshold Spiking-UNet for Image Processing Hebei Li Yueyi Zhang Zhiwei Xiong Xiaoyan Sun 19 5 0 20 Jul 2023
Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera Lujie Xia Ziluo Ding Rui Zhao Jiyuan Zhang Lei Ma Zhaofei Yu Tiejun Huang Ruiqin Xiong 12 9 0 12 Jul 2023
BlinkFlow: A Dataset to Push the Limits of Event-based Optical Flow Estimation Yijin Li Zhaoyang Huang Shuo Chen Xiaoyu Shi Hongsheng Li Hujun Bao Zhaopeng Cui Guofeng Zhang 68 26 0 14 Mar 2023
Taming Contrast Maximization for Learning Sequential, Low-latency, Event-based Optical Flow Federico Paredes-Valles Kirk Y. W. Scheper C. De Wagter Guido de Croon 11 23 0 09 Mar 2023
Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks Xueye Zheng Yexin Liu Yunfan Lu Tongyan Hua Tianbo Pan Weiming Zhang Dacheng Tao Lin Wang AI4TS BDL 3DV 27 78 0 17 Feb 2023
Adaptive-SpikeNet: Event-based Optical Flow Estimation using Spiking Neural Networks with Learnable Neuronal Dynamics Adarsh Kosta Kaushik Roy 27 26 0 21 Sep 2022
Spiking Neural Networks for Frame-based and Event-based Single Object Localization Sami Barchid José Mennesson J. Eshraghian Chaabane Djéraba Bennamoun 14 29 0 13 Jun 2022
Spiking Approximations of the MaxPooling Operation in Deep SNNs Ramashish Gaurav B. Tripp Apurva Narayan 30 8 0 14 May 2022
Beyond Classification: Directly Training Spiking Neural Networks for Semantic Segmentation Youngeun Kim Joshua Chough Priyadarshini Panda 40 79 0 14 Oct 2021
Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks Loic Cordone Benoit Miramond Sonia Ferrante 26 36 0 26 Apr 2021
Learning Monocular Dense Depth from Events Javier Hidalgo-Carrió Daniel Gehrig Davide Scaramuzza MDE 33 113 0 16 Oct 2020
Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks Chankyu Lee Adarsh Kosta A. Z. Zhu Kenneth Chaney Kostas Daniilidis Kaushik Roy 81 160 0 14 Mar 2020
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 201 14,190 0 07 Oct 2016