Graph-based Asynchronous Event Processing for Rapid Object Recognition

28 August 2023

Zhaopeng Cui

Guofeng Zhang

Papers citing "Graph-based Asynchronous Event Processing for Rapid Object Recognition"

50 / 63 papers shown

Title
Self-Supervised Event Representations: Towards Accurate, Real-Time Perception on SoC FPGAs K. Jeziorek T. Kryjak AI4TS 47 0 0 12 May 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 29 0 0 23 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
Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA Hiroshi Nakano Krzysztof Blachut K. Jeziorek Piotr Wzorek Manon Dampfhoffer Thomas Mesquida Hiroaki Nishi T. Kryjak Thomas Dalgaty GNN 62 0 0 09 Mar 2025
Ev-3DOD: Pushing the Temporal Boundaries of 3D Object Detection with Event Cameras Hoonhee Cho Jae-Young Kang Y. Kim Kuk-Jin Yoon 3DPC 99 1 0 26 Feb 2025
Expanding Event Modality Applications through a Robust CLIP-Based Encoder SungHeon Jeong Hanning Chen Sanggeon Yun Suhyeon Cho Wenjun Huang Xiangjian Liu Mohsen Imani 98 1 0 04 Dec 2024
Event USKT : U-State Space Model in Knowledge Transfer for Event Cameras Yuhui Lin Jiahao Zhang Siyuan Li Jimin Xiao Ding Xu Wenjun Wu Jiaxuan Lu 69 0 0 22 Nov 2024
Event-guided Low-light Video Semantic Segmentation Zhen Yao Mooi Choo Choo Chuah 58 6 0 01 Nov 2024
BlinkVision: A Benchmark for Optical Flow, Scene Flow and Point Tracking Estimation using RGB Frames and Events Yijin Li Yichen Shen Zhaoyang Huang Shuo Chen Weikang Bian ... Keqiang Sun Hujun Bao Zhaopeng Cui Guofeng Zhang Hongsheng Li 3DPC 50 5 0 27 Oct 2024
Conditional Uncertainty Quantification for Tensorized Topological Neural Networks Yujia Wu Bo Yang Yang Zhao Elynn Chen Yuzhou Chen Zheshi Zheng 41 2 0 20 Oct 2024
ESVO2: Direct Visual-Inertial Odometry with Stereo Event Cameras Junkai Niu Sheng Zhong Xiuyuan Lu Shaojie Shen Guillermo Gallego Yi Zhou 58 9 0 12 Oct 2024
Degree-Conscious Spiking Graph for Cross-Domain Adaptation Yingxu Wang Mengzhu Wang Siwei Liu Houcheng Su Nan Yin James Kwok 34 3 0 09 Oct 2024
Path-adaptive Spatio-Temporal State Space Model for Event-based Recognition with Arbitrary Duration Jiazhou Zhou Kanghao Chen Lei Zhang Lin Wang 29 0 0 25 Sep 2024
A dynamic vision sensor object recognition model based on trainable event-driven convolution and spiking attention mechanism Peng Zheng Qian Zhou BDL 26 0 0 19 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
Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event Translation Yuhwan Jeong Hoonhee Cho Kuk-Jin Yoon DiffM 40 3 0 15 Jul 2024
DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition Qi Wang Zhou Xu Yuming Lin Jingtao Ye Hongsheng Li Guangming Zhu Syed Afaq Ali Shah Mohammed Bennamoun Liang Zhang AI4TS 46 5 0 06 Jul 2024
Retain, Blend, and Exchange: A Quality-aware Spatial-Stereo Fusion Approach for Event Stream Recognition Lan Chen Dong Li Xiao Wang Pengpeng Shao Wei Zhang Yaowei Wang Yonghong Tian Jin Tang 80 2 0 27 Jun 2024
Embedded Graph Convolutional Networks for Real-Time Event Data Processing on SoC FPGAs K. Jeziorek Piotr Wzorek Krzysztof Blachut Andrea Pinna T. Kryjak GNN 40 4 0 11 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
MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading Wenhao Zhang Jun Wang Yong Luo Lei Yu Wei Yu Zheng He Jialie Shen 43 0 0 18 Apr 2024
Direct Training Needs Regularisation: Anytime Optimal Inference Spiking Neural Network Dengyu Wu Yi Qi Kaiwen Cai Gao Jin Xinping Yi Xiaowei Huang 43 3 0 15 Apr 2024
Scene Adaptive Sparse Transformer for Event-based Object Detection Yansong Peng Hebei Li Yueyi Zhang Xiaoyan Sun Feng Wu ViT 52 13 0 02 Apr 2024
SFOD: Spiking Fusion Object Detector Yimeng Fan Wei Zhang Changsong Liu Mingyang Li Wen-Cai Lu 38 8 0 22 Mar 2024
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition Xueye Zheng Lin Wang TTA 38 18 0 21 Mar 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
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
Data-efficient Event Camera Pre-training via Disentangled Masked Modeling Zhenpeng Huang Chao Li Hao Chen Yongjian Deng Yifeng Geng Limin Wang 45 2 0 01 Mar 2024
Optimising Graph Representation for Hardware Implementation of Graph Convolutional Networks for Event-based Vision K. Jeziorek Piotr Wzorek Krzysztof Błachut Andrea Pinna T. Kryjak GNN 19 2 0 10 Jan 2024
An Event-Oriented Diffusion-Refinement Method for Sparse Events Completion Bo Zhang Yuqi Han J. Suo Qionghai Dai DiffM 29 1 0 06 Jan 2024
E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning Xiuhong Lin Changjie Qiu Zhipeng Cai Siqi Shen Yu Zang Weiquan Liu Xuesheng Bian Matthias Müller Cheng-Yu Wang 3DPC 18 4 0 30 Nov 2023
Object-centric Cross-modal Feature Distillation for Event-based Object Detection Lei Li Alexander Liniger Mario Millhaeusler Vagia Tsiminaki Yuanyou Li Dengxin Dai 31 4 0 09 Nov 2023
GET: Group Event Transformer for Event-Based Vision Yansong Peng Yueyi Zhang Zhiwei Xiong Xiaoyan Sun Feng Wu 40 39 0 04 Oct 2023
V2CE: Video to Continuous Events Simulator Zhongyang Zhang Shuyang Cui Kaidong Chai Haowen Yu S. Dasgupta U. Mahbub Tauhidur Rahman 40 6 0 16 Sep 2023
Learning Bottleneck Transformer for Event Image-Voxel Feature Fusion based Classification Chengguo Yuan Yu Jin Zong-Yao Wu Fanting Wei Yangzirui Wang Langlang Chen Tianlin Li ViT 100 7 0 23 Aug 2023
SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition Tianlin Li Zong-Yao Wu Yao Rong Lin Zhu Bowei Jiang Jin Tang Yonghong Tian ViT 77 17 0 08 Aug 2023
EventBind: Learning a Unified Representation to Bind Them All for Event-based Open-world Understanding Jiazhou Zhou Xueye Zheng Yuanhuiyi Lyu Lin Wang VLM 24 16 0 06 Aug 2023
Memory-Efficient Graph Convolutional Networks for Object Classification and Detection with Event Cameras K. Jeziorek Andrea Pinna T. Kryjak GNN 17 7 0 26 Jul 2023
EventCLIP: Adapting CLIP for Event-based Object Recognition Ziyi Wu Xudong Liu Igor Gilitschenski VLM 29 15 0 10 Jun 2023
Point-Voxel Absorbing Graph Representation Learning for Event Stream based Recognition Bowei Jiang Chengguo Yuan Tianlin Li Zhimin Bao Lin Zhu Yonghong Tian Bin Luo GNN 3DPC 26 4 0 08 Jun 2023
From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection Nikola Zubić Daniel Gehrig Mathias Gehrig Davide Scaramuzza AI4TS 30 36 0 26 Apr 2023
Neuromorphic Event-based Facial Expression Recognition Lorenzo Berlincioni Luca Cultrera C. Albisani Lisa Cresti Andrea Leonardo Sara Picchioni Federico Becattini A. Bimbo CVBM 43 18 0 13 Apr 2023
RN-Net: Reservoir Nodes-Enabled Neuromorphic Vision Sensing Network Sangmin Yoo Eric Lee Ziyu Wang Xinxin Wang Wei D. Lu 38 6 0 19 Mar 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 76 27 0 14 Mar 2023
Event Voxel Set Transformer for Spatiotemporal Representation Learning on Event Streams Bochen Xie Yongjian Deng Z. Shao Hai Liu Qingsong Xu Youfu Li 42 6 0 07 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 47 82 0 17 Feb 2023
A Dynamic Graph CNN with Cross-Representation Distillation for Event-Based Recognition Yongjian Deng Hao Chen Bochen Xie Hai Liu Youfu Li 30 4 0 08 Feb 2023
Optimising Event-Driven Spiking Neural Network with Regularisation and Cutoff Dengyu Wu Gao Jin Han Yu Xinping Yi Xiaowei Huang 24 2 0 23 Jan 2023
Neuromorphic High-Frequency 3D Dancing Pose Estimation in Dynamic Environment Zhongyang Zhang Kaidong Chai Haowen Yu Ramzi M Majaj Francesca Walsh Edward Wang U. Mahbub H. Siegelmann Donghyun Kim Tauhidur Rahman 3DH 32 19 0 17 Jan 2023
Masked Event Modeling: Self-Supervised Pretraining for Event Cameras Simone Klenk David Bonello Lukas Koestler Nikita Araslanov Daniel Cremers 29 23 0 20 Dec 2022