Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks

14 March 2020

Papers citing "Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks"

50 / 88 papers shown

Title
Nonlinear Motion-Guided and Spatio-Temporal Aware Network for Unsupervised Event-Based Optical Flow Zuntao Liu Hao Zhuang Junjie Jiang Yuhang Song Zheng Fang 50 0 0 08 May 2025
Perturbed State Space Feature Encoders for Optical Flow with Event Cameras Gokul Raju Govinda Raju Nikola Zubić Marco Cannici Davide Scaramuzza 38 1 0 14 Apr 2025
Hardware, Algorithms, and Applications of the Neuromorphic Vision Sensor: a Review Claudio Cimarelli Jose A. Millan-Romera Holger Voos J. López 30 0 0 11 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 50 0 0 29 Mar 2025
Towards Scalable Modeling of Compressed Videos for Efficient Action Recognition Shristi Das Biswas Efstathia Soufleri Arani Roy Kaushik Roy 59 0 0 17 Mar 2025
BAT: Learning Event-based Optical Flow with Bidirectional Adaptive Temporal Correlation Gangwei Xu Haotong Lin Z. Zhang H. Luo Haiyang Sun Xin-She Yang 56 0 0 05 Mar 2025
LLM-EvRep: Learning an LLM-Compatible Event Representation Using a Self-Supervised Framework Zongyou Yu Qiang Qu Qian Zhang Nan Zhang Xiaoming Chen 96 3 0 21 Feb 2025
Energy-Efficient Autonomous Aerial Navigation with Dynamic Vision Sensors: A Physics-Guided Neuromorphic Approach Sourav Sanyal Amogh Joshi M. Nagaraj Rohan Kumar Manna Kaushik Roy 80 1 0 09 Feb 2025
Neuro-LIFT: A Neuromorphic, LLM-based Interactive Framework for Autonomous Drone FlighT at the Edge Amogh Joshi Sourav Sanyal Kaushik Roy 70 2 0 31 Jan 2025
TOFFE -- Temporally-binned Object Flow from Events for High-speed and Energy-Efficient Object Detection and Tracking Adarsh Kosta Amogh Joshi Arjun Roy Rohan Kumar Manna M. Nagaraj Kaushik Roy 46 2 0 21 Jan 2025
EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-Based Vision Qiang Qu Xiaoming Chen Yuk Ying Chung Yiran Shen AI4TS 70 5 0 10 Dec 2024
EROAM: Event-based Camera Rotational Odometry and Mapping in Real-time Wanli Xing Shijie Lin Linhan Yang Zeqing Zhang Yanjun Du Maolin Lei Yipeng Pan Jia Pan 45 0 0 17 Nov 2024
Spatial-Temporal Search for Spiking Neural Networks Kaiwei Che Zhaokun Zhou Li-xin Yuan Jianguo Zhang Yonghong Tian Luziwei Leng 32 0 0 24 Oct 2024
Secrets of Edge-Informed Contrast Maximization for Event-Based Vision Pritam Karmokar Q. Nguyen William J. Beksi 26 1 0 22 Sep 2024
SDformerFlow: Spatiotemporal swin spikeformer for event-based optical flow estimation Yi Tian Juan Andrade-Cetto 29 0 0 06 Sep 2024
ReSpike: Residual Frames-based Hybrid Spiking Neural Networks for Efficient Action Recognition Shiting Xiao Yuhang Li Youngeun Kim Donghyun Lee Priyadarshini Panda 36 1 0 03 Sep 2024
Recent Event Camera Innovations: A Survey Bharatesh Chakravarthi Aayush Atul Verma Kostas Daniilidis Cornelia Fermuller Yezhou Yang 38 22 0 24 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 30 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
Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event Translation Yuhwan Jeong Hoonhee Cho Kuk-Jin Yoon DiffM 35 3 0 15 Jul 2024
Neuromorphic Perception and Navigation for Mobile Robots: A Review Alvaro Novo Francisco Lobon Hector Garcia de Marina Samuel Romero Francisco Barranco 55 8 0 09 Jul 2024
Real-Time Neuromorphic Navigation: Integrating Event-Based Vision and Physics-Driven Planning on a Parrot Bebop2 Quadrotor Amogh Joshi Sourav Sanyal Kaushik Roy 44 5 0 01 Jul 2024
Vector-Symbolic Architecture for Event-Based Optical Flow Hongzhi You Yijun Cao Wei Yuan Fanjun Wang Ning Qiao Yongjie Li 50 2 0 14 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 46 10 0 06 May 2024
A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge Distillation Xin Zhang Liangxiu Han Tam Sobeih Lianghao Han Darren Dancey 55 1 0 26 Apr 2024
Ev-Edge: Efficient Execution of Event-based Vision Algorithms on Commodity Edge Platforms S. Sridharan Surya Selvam Kaushik Roy A. Raghunathan 27 3 0 23 Mar 2024
Enhanced Event-Based Video Reconstruction with Motion Compensation Siying Liu P. Dragotti 34 1 0 18 Mar 2024
Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention Soikat Hasan Ahmed Jan Finkbeiner Emre Neftci 38 0 0 15 Mar 2024
EventRPG: Event Data Augmentation with Relevance Propagation Guidance Mingyuan Sun Donghao Zhang Zongyuan Ge Jiaxu Wang Jia Li Zheng Fang Renjing Xu 27 7 0 14 Mar 2024
Finding Visual Saliency in Continuous Spike Stream Lin Zhu Xianzhang Chen Xiao Wang Hua Huang 33 3 0 10 Mar 2024
Out of the Room: Generalizing Event-Based Dynamic Motion Segmentation for Complex Scenes Stamatios Georgoulis Weining Ren Alfredo Bochicchio Daniel Eckert Yuanyou Li Abel Gawel 39 6 0 07 Mar 2024
Predictive Temporal Attention on Event-based Video Stream for Energy-efficient Situation Awareness Yiming Bu Jiayang Liu Qinru Qiu 30 1 0 14 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 91 14 0 07 Feb 2024
EventF2S: Asynchronous and Sparse Spiking AER Framework using Neuromorphic-Friendly Algorithm Lakshmi Annamalai Chetan Singh Thakur 21 0 0 28 Jan 2024
Fully Spiking Actor Network with Intra-layer Connections for Reinforcement Learning Ding Chen Peixi Peng Tiejun Huang Yonghong Tian 26 6 0 09 Jan 2024
Event-based Shape from Polarization with Spiking Neural Networks Pengxin Kang Srutarshi Banerjee Henry H. Chopp Aggelos K. Katsaggelos O. Cossairt 25 1 0 26 Dec 2023
EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset Peiqi Duan Boyu Li Yixin Yang Hanyue Lou Minggui Teng Yi Ma Boxin Shi 29 3 0 13 Dec 2023
Spiking NeRF: Representing the Real-World Geometry by a Discontinuous Representation Zhanfeng Liao Qian Zheng Yan Liu Gang Pan 21 6 0 15 Nov 2023
Distractor-aware Event-based Tracking Yingkai Fu Meng Li Wenxi Liu Yuanchen Wang Jiqing Zhang Baocai Yin Xiaopeng Wei Xin Yang 26 8 0 22 Oct 2023
SpikeMOT: Event-based Multi-Object Tracking with Sparse Motion Features Song Wang Zhu Wang Can Li Xiaojuan Qi Hayden Kwok-Hay So 33 0 0 29 Sep 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 28 22 0 26 Sep 2023
Spiking-Diffusion: Vector Quantized Discrete Diffusion Model with Spiking Neural Networks Mingxuan Liu Jie Gan Rui Wen Tao Li Yongli Chen Hong Chen DiffM MQ 32 7 0 20 Aug 2023
SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition Xiao Wang Zong-Yao Wu Yao Rong Lin Zhu Bowei Jiang Jin Tang Yonghong Tian ViT 71 15 0 08 Aug 2023
EV-Planner: Energy-Efficient Robot Navigation via Event-Based Physics-Guided Neuromorphic Planner Sourav Sanyal Rohan Kumar Manna Kaushik Roy 34 10 0 21 Jul 2023
Deep Multi-Threshold Spiking-UNet for Image Processing Hebei Li Yueyi Zhang Zhiwei Xiong Xiaoyan Sun 24 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 14 9 0 12 Jul 2023
Towards Anytime Optical Flow Estimation with Event Cameras Yaozu Ye Haowen Shi Kailun Yang Ze Wang Xiaoyue Yin Yining Lin Mao Liu Yaonan Wang 3DPC 64 3 0 11 Jul 2023
S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks M. Apolinario Kaushik Roy 52 2 0 27 Jun 2023
Best of Both Worlds: Hybrid SNN-ANN Architecture for Event-based Optical Flow Estimation Shubham Negi Deepika Sharma Adarsh Kosta Kaushik Roy 8 4 0 05 Jun 2023
EV-MGRFlowNet: Motion-Guided Recurrent Network for Unsupervised Event-based Optical Flow with Hybrid Motion-Compensation Loss Zhuang Hao Xinjie Huang Kuanxu Hou Delei Kong Chenming Hu Zheng Fang 16 10 0 13 May 2023