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2003.08282
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Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras
Computer Vision and Pattern Recognition (CVPR), 2020
18 March 2020
R. W. Baldwin
Mohammed Almatrafi
V. Asari
Keigo Hirakawa
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Papers citing
"Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras"
33 / 33 papers shown
Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection
M. Kowalczyk
K. Jeziorek
T. Kryjak
289
0
0
04 Jun 2025
PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining
Ciyu Ruan
Ruishan Guo
Zihang Gong
Jinfeng Xu
Wenhan Yang
Xinlei Chen
Mamba
410
10
0
08 May 2025
Event Stream Filtering via Probability Flux Estimation
Jinze Chen
Wei-dong Zhai
Yang Cao
Bin Li
Zheng-jun Zha
255
0
0
10 Apr 2025
Simultaneous Motion And Noise Estimation with Event Cameras
Shintaro Shiba
Yoshimitsu Aoki
Guillermo Gallego
510
3
0
05 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
555
5
0
29 Mar 2025
A PyTorch-Enabled Tool for Synthetic Event Camera Data Generation and Algorithm Development
Joseph L. Greene
Adrish Kar
Ignacio Galindo
Elijah Quiles
Elliott Chen
Matthew Anderson
399
3
0
12 Mar 2025
Near-infrared Image Deblurring and Event Denoising with Synergistic Neuromorphic Imaging
Chao Qu
Shuo Zhu
Yuhang Wang
Zongze Wu
Xiaoyu Chen
E. Lam
Jing Han
517
1
0
03 Mar 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
349
15
0
10 Dec 2024
Recent Event Camera Innovations: A Survey
Bharatesh Chakravarthi
Aayush Atul Verma
Kostas Daniilidis
Cornelia Fermuller
Yezhou Yang
337
90
0
24 Aug 2024
A Label-Free and Non-Monotonic Metric for Evaluating Denoising in Event Cameras
Chenyang Shi
Shasha Guo
Boyi Wei
Hanxiao Liu
Yibo Zhang
Ningfang Song
Jing Jin
232
0
0
13 Jun 2024
LED: A Large-scale Real-world Paired Dataset for Event Camera Denoising
Yuxing Duan
Shihan Peng
Lin Zhu
Wei Zhang
Yi Chang
Sheng Zhong
Luxin Yan
267
20
0
30 May 2024
Quantifying Noise of Dynamic Vision Sensor
E. Votyakov
A. Artusi
264
1
0
02 Apr 2024
Noise2Image: Noise-Enabled Static Scene Recovery for Event Cameras
Ruiming Cao
Dekel Galor
Amit Kohli
Jacob L. Yates
Laura Waller
410
17
0
01 Apr 2024
Fast Window-Based Event Denoising with Spatiotemporal Correlation Enhancement
Huachen Fang
Jinjian Wu
Qibin Hou
Weiming Dong
Guangming Shi
313
6
0
14 Feb 2024
An Event-Oriented Diffusion-Refinement Method for Sparse Events Completion
Bo Zhang
Yuqi Han
J. Suo
Qionghai Dai
DiffM
331
3
0
06 Jan 2024
Within-Camera Multilayer Perceptron DVS Denoising
A. Rios-Navarro
Shi Guo
G. Abarajithan
K. Vijayakumar
A. Linares-Barranco
T. Aarrestad
Ryan Kastner
T. Delbruck
182
17
0
15 Apr 2023
E-MLB: Multilevel Benchmark for Event-Based Camera Denoising
IEEE transactions on multimedia (IEEE TMM), 2023
S. Ding
Jinze Chen
Yang Wang
Yu Kang
Weiguo Song
Jie Cheng
Yang Cao
285
48
0
21 Mar 2023
Learning to Super-Resolve Blurry Images with Events
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Lei Yu
Bishan Wang
Xiang Zhang
Haijian Zhang
Wentao Yang
Jian-zhuo Liu
Guisong Xia
SupR
207
27
0
27 Feb 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
410
127
0
17 Feb 2023
An Asynchronous Intensity Representation for Framed and Event Video Sources
ACM SIGMM Conference on Multimedia Systems (MMSys), 2023
Andrew C. Freeman
Montek Singh
Ketan Mayer-Patel
AI4TS
281
7
0
20 Jan 2023
Control and Evaluation of Event Cameras Output Sharpness via Bias
International Conference on Machine Vision (ICMV), 2022
Mehdi Sefidgar Dilmaghani
Waseem Shariff
Cian Ryan
Joe Lemley
Peter Corcoran
190
23
0
25 Oct 2022
Ev-NeRF: Event Based Neural Radiance Field
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
I. Hwang
J. Kim
Y. Kim
321
76
0
24 Jun 2022
A Preliminary Research on Space Situational Awareness Based on Event Cameras
International Conference on Mechanical and Aerospace Engineering (ICMAE), 2022
Kun Xiao
Pengju Li
Guohui Wang
Zhi Li
Yi Chen
Yongfeng Xie
Yuqiang Fang
271
8
0
24 Mar 2022
ProgressiveMotionSeg: Mutually Reinforced Framework for Event-Based Motion Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2022
Jinze Chen
Yang Wang
Yang Cao
Feng Wu
Zhengjun Zha
169
15
0
22 Mar 2022
Neuromorphic Camera Denoising using Graph Neural Network-driven Transformers
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Yusra Alkendi
Rana Azzam
Abdulla Ayyad
S. Javed
Lakmal Seneviratne
Yahya Zweiri
ViT
293
44
0
17 Dec 2021
Event-Based Fusion for Motion Deblurring with Cross-modal Attention
Lei Sun
Daniel Gehrig
Christos Sakaridis
Zhijie Xu
Kailun Yang
Mathias Gehrig
Yaozu Ye
Kaiwei Wang
Luc Van Gool
455
210
0
30 Nov 2021
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation
Lin Wang
Yujeong Chae
Sung-Hoon Yoon
Tae-Kyun Kim
Kuk-Jin Yoon
212
84
0
24 Nov 2021
Motion Deblurring with Real Events
Fang Xu
Lei Yu
Bishan Wang
Wen Yang
Guisong Xia
Xu Jia
Zhendong Qiao
Jian-zhuo Liu
233
108
0
28 Sep 2021
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation
Lin Wang
Yujeong Chae
Kuk-Jin Yoon
257
46
0
04 Sep 2021
EventPoint: Self-Supervised Interest Point Detection and Description for Event-based Camera
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Ze Huang
Li Sun
Cheng Zhao
Song Li
Songzhi Su
3DPC
402
29
0
01 Sep 2021
Time-Ordered Recent Event (TORE) Volumes for Event Cameras
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
R. W. Baldwin
Ruixu Liu
Mohammed Almatrafi
V. Asari
Keigo Hirakawa
AI4TS
231
145
0
10 Mar 2021
Representation Learning for Event-based Visuomotor Policies
Neural Information Processing Systems (NeurIPS), 2021
Sai H. Vemprala
Sami Mian
Ashish Kapoor
278
35
0
01 Mar 2021
Neuromorphic Eye-in-Hand Visual Servoing
IEEE Access (IEEE Access), 2020
Rajkumar Muthusamy
Abdulla Ayyad
Mohamad Halwani
Yahya Zweiri
D. Gan
Lakmal Seneviratne
249
36
0
15 Apr 2020
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