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1908.06648
Cited By
Graph-Based Object Classification for Neuromorphic Vision Sensing
IEEE International Conference on Computer Vision (ICCV), 2019
19 August 2019
Yin Bi
Aaron Chadha
Alhabib Abbas
Eirina Bourtsoulatze
Y. Andreopoulos
GNN
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Papers citing
"Graph-Based Object Classification for Neuromorphic Vision Sensing"
50 / 93 papers shown
I2E: Real-Time Image-to-Event Conversion for High-Performance Spiking Neural Networks
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2024
Ruichen Ma
L. Meng
G. Qiao
N. Ning
Yang Liu
Shaogang Hu
142
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0
11 Nov 2025
Hyperdimensional Decoding of Spiking Neural Networks
Cedrick Kinavuidi
Luca Peres
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227
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BurstDeflicker: A Benchmark Dataset for Flicker Removal in Dynamic Scenes
Lishen Qu
Zhihao Liu
Shihao Zhou
Yaqi Luo
Jie Liang
Hui Zeng
Lei Zhang
Jufeng Yang
129
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0
11 Oct 2025
EHWGesture -- A dataset for multimodal understanding of clinical gestures
G. Amprimo
Alberto Ancilotto
Alessandro Savino
Fabio Quazzolo
Claudia Ferraris
Gabriella Olmo
Elisabetta Farella
S. Di Carlo
156
2
0
09 Sep 2025
Ultralight Polarity-Split Neuromorphic SNN for Event-Stream Super-Resolution
Chuanzhi Xu
Haoxian Zhou
Langyi Chen
Yuk Ying Chung
Qiang Qu
SupR
315
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0
05 Aug 2025
Unleashing the Temporal Potential of Stereo Event Cameras for Continuous-Time 3D Object Detection
Jae-Young Kang
Hoonhee Cho
Kuk-Jin Yoon
3DPC
202
0
0
04 Aug 2025
Event-based Graph Representation with Spatial and Motion Vectors for Asynchronous Object Detection
Aayush Atul Verma
Arpitsinh Vaghela
Bharatesh Chakravarthi
Kaustav Chanda
Yezhou Yang
3DPC
154
0
0
20 Jul 2025
Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection
M. Kowalczyk
K. Jeziorek
T. Kryjak
286
0
0
04 Jun 2025
Probabilistic Online Event Downsampling
Andreu Girbau-Xalabarder
Jun Nagata
Shinichi Sumiyoshi
Ricard Marsal
Shiníchi Satoh
201
0
0
03 Jun 2025
AW-GATCN: Adaptive Weighted Graph Attention Convolutional Network for Event Camera Data Joint Denoising and Object Recognition
Haiyu Li
Charith Abhayaratne
338
2
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16 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
393
1
0
23 Apr 2025
Event2Vec: Processing Neuromorphic Events Directly by Representations in Vector Space
Wei Fang
Priyadarshini Panda
AI4TS
398
1
0
21 Apr 2025
Event Camera Meets Mobile Embodied Perception: Abstraction, Algorithm, Acceleration, Application
Haoyang Wang
Ruishan Guo
Pengtao Ma
Ciyu Ruan
Xinyu Luo
Wenhua Ding
Tianyang Zhong
Jingao Xu
Yunhao Liu
Xinlei Chen
496
5
0
29 Mar 2025
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks
AAAI Conference on Artificial Intelligence (AAAI), 2025
Yuanbin Qian
Shuhan Ye
Chong Wang
Xiaojie Cai
Jiangbo Qian
Yan Han
263
13
0
17 Mar 2025
Helios 2.0: A Robust, Ultra-Low Power Gesture Recognition System Optimised for Event-Sensor based Wearables
Prarthana Bhattacharyya
Joshua Mitton
Ryan Page
Owen Morgan
Oliver Powell
...
Kemi Jacobs
Paolo Baesso
Taru Muhonen
R. Vigars
Louis Berridge
295
2
0
10 Mar 2025
NeuroMorse: A Temporally Structured Dataset For Neuromorphic Computing
Neuromorphic Computing and Engineering (NCE), 2025
Ben Walters
Y. Bethi
Taylor Kergan
Binh Nguyen
A. Amirsoleimani
Nhan Duy Truong
Saeed Afshar
M. R. Azghadi
142
3
0
28 Feb 2025
Ev-3DOD: Pushing the Temporal Boundaries of 3D Object Detection with Event Cameras
Computer Vision and Pattern Recognition (CVPR), 2025
Hoonhee Cho
Jae-Young Kang
Y. Kim
Kuk-Jin Yoon
3DPC
457
5
0
26 Feb 2025
Event-based Solutions for Human-centered Applications: A Comprehensive Review
Frontiers in Signal Processing (FSP), 2025
Mira Adra
Simone Melcarne
Nelida Mirabet-Herranz
Jean-Luc Dugelay
319
2
0
17 Feb 2025
EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-Based Vision
IEEE Transactions on Image Processing (TIP), 2024
Qiang Qu
Xiaoming Chen
Yuk Ying Chung
Yiran Shen
AI4TS
336
15
0
10 Dec 2024
Expanding Event Modality Applications through a Robust CLIP-Based Encoder
SungHeon Jeong
Hanning Chen
Sanggeon Yun
Suhyeon Cho
Wenjun Huang
Xiangjian Liu
Mohsen Imani
503
2
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04 Dec 2024
Flashy Backdoor: Real-world Environment Backdoor Attack on SNNs with DVS Cameras
Roberto Riaño
Gorka Abad
S. Picek
A. Urbieta
AAML
408
3
0
05 Nov 2024
Fourier-based Action Recognition for Wildlife Behavior Quantification with Event Cameras
Advanced Intelligent Systems (AIS), 2024
Friedhelm Hamann
Suman Ghosh
Ignacio Juarez Martinez
Tom Hart
Alex Kacelnik
Guillermo Gallego
275
7
0
09 Oct 2024
Neuromorphic Drone Detection: an Event-RGB Multimodal Approach
Gabriele Magrini
Federico Becattini
P. Pala
Marco Bertini
Antonio Porta
271
12
0
24 Sep 2024
Pushing the boundaries of event subsampling in event-based video classification using CNNs
Hesam Araghi
Jan van Gemert
Nergis Tomen
266
3
0
13 Sep 2024
Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing
Kenneth Stewart
Michael Neumeier
Sumit Bam Shrestha
Garrick Orchard
Emre Neftci
210
0
0
28 Aug 2024
Recent Event Camera Innovations: A Survey
Bharatesh Chakravarthi
Aayush Atul Verma
Kostas Daniilidis
Cornelia Fermuller
Yezhou Yang
325
87
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24 Aug 2024
Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms
Xiao Wang
Shiao Wang
Pengpeng Shao
Bo Jiang
Lin Zhu
Yonghong Tian
750
12
0
19 Aug 2024
Event-Stream Super Resolution using Sigma-Delta Neural Network
Waseem Shariff
Joe Lemley
Peter Corcoran
161
1
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13 Aug 2024
EZSR: Event-based Zero-Shot Recognition
Yan Yang
Sehwan Kim
Dongxu Li
Y. Sun
360
3
0
31 Jul 2024
Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event Translation
Yuhwan Jeong
Hoonhee Cho
Kuk-Jin Yoon
DiffM
253
9
0
15 Jul 2024
Helios: An extremely low power event-based gesture recognition for always-on smart eyewear
Prarthana Bhattacharyya
Joshua Mitton
Ryan Page
Owen Morgan
Ben Menzies
...
Taru Muhonen
Rory R Clark
Louis Berridge
R. Vigars
Iain Wallace
401
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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
284
4
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
392
11
0
11 Jun 2024
OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All
Yuanhuiyi Lyu
Xueye Zheng
Dahun Kim
Lin Wang
295
21
0
25 May 2024
GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object Relationship Graphs
Mingyu Liu
Ekim Yurtsever
Marc Brede
Jun Meng
Walter Zimmer
Xingcheng Zhou
B. L. Žagar
Yuning Cui
Alois Knoll
3DPC
229
8
0
10 May 2024
Spiking Wavelet Transformer
Yuetong Fang
Ziqing Wang
Lingfeng Zhang
Jiahang Cao
Honglei Chen
Renjing Xu
385
20
0
17 Mar 2024
Uncertainty-aware Bridge based Mobile-Former Network for Event-based Pattern Recognition
Haoxiang Yang
Chengguo Yuan
Yabin Zhu
Langlang Chen
Tianlin Li
Jin Tang
270
0
0
20 Jan 2024
Optimising Graph Representation for Hardware Implementation of Graph Convolutional Networks for Event-based Vision
Design & Architectures for Signal & Image Processing (DASIP), 2024
K. Jeziorek
Piotr Wzorek
Krzysztof Błachut
Andrea Pinna
T. Kryjak
GNN
317
6
0
10 Jan 2024
DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning
Jincen Jiang
Lizhi Zhao
Xuequan Lu
Wei Hu
Imran Razzak
Meili Wang
SSL
3DPC
265
18
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Neuromorphic Imaging and Classification with Graph Learning
Pei Zhang
Chutian Wang
Edmund Y. Lam
GNN
184
9
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Autonomous Driving using Spiking Neural Networks on Dynamic Vision Sensor Data: A Case Study of Traffic Light Change Detection
Xuelei Chen
Sotirios Spanogianopoulos
295
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Graph-based Asynchronous Event Processing for Rapid Object Recognition
IEEE International Conference on Computer Vision (ICCV), 2021
Yijin Li
Han Zhou
Bangbang Yang
Yexin Zhang
Zhaopeng Cui
Hujun Bao
Guofeng Zhang
288
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Learning Bottleneck Transformer for Event Image-Voxel Feature Fusion based Classification
Chinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2023
Chengguo Yuan
Yu Jin
Zong-Yao Wu
Fanting Wei
Yangzirui Wang
Langlang Chen
Tianlin Li
ViT
337
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Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events
IEEE International Conference on Computer Vision (ICCV), 2023
Hoonhee Cho
Hyeonseong Kim
Yujeong Chae
Kuk-Jin Yoon
VLM
233
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SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition
IEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2023
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Zong-Yao Wu
Yao Rong
Lin Zhu
Bowei Jiang
Jin Tang
Yonghong Tian
ViT
458
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EventBind: Learning a Unified Representation to Bind Them All for Event-based Open-world Understanding
European Conference on Computer Vision (ECCV), 2023
Jiazhou Zhou
Xueye Zheng
Yuanhuiyi Lyu
Lin Wang
VLM
458
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Memory-Efficient Graph Convolutional Networks for Object Classification and Detection with Event Cameras
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Andrea Pinna
T. Kryjak
GNN
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Hierarchical Graph Neural Networks for Proprioceptive 6D Pose Estimation of In-hand Objects
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Snehal Dikhale
Soshi Iba
Nawid Jamali
289
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225
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Point-Voxel Absorbing Graph Representation Learning for Event Stream based Recognition
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Zhimin Bao
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Bin Luo
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244
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08 Jun 2023
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