E-MLB: Multilevel Benchmark for Event-Based Camera Denoising

E-MLB: Multilevel Benchmark for Event-Based Camera Denoising

21 March 2023

Yang Cao

Papers citing "E-MLB: Multilevel Benchmark for Event-Based Camera Denoising"

18 / 18 papers shown

Title
Quantitative evaluation of brain-inspired vision sensors in high-speed robotic perception Taoyi Wang Lijian Wang Yihan Lin Mingtao Ou Yuguo Chen Xinglong Ji Rong Zhao 12 0 0 27 Apr 2025
Event Signal Filtering via Probability Flux Estimation Jinze Chen Wei-dong Zhai Yang Cao Bin Li Zheng-jun Zha 25 0 0 10 Apr 2025
Simultaneous Motion And Noise Estimation with Event Cameras Shintaro Shiba Yoshimitsu Aoki Guillermo Gallego 23 0 0 05 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 35 0 0 29 Mar 2025
High-speed and High-quality Vision Reconstruction of Spike Camera with Spike Stability Theorem Wei Zhang Weiquan Yan Yun Zhao Wenxiang Cheng Gang Chen Huihui Zhou Yonghong Tian 3DH 70 0 0 16 Dec 2024
Research, Applications and Prospects of Event-Based Pedestrian Detection: A Survey Han Wang Yuman Nie Yun Li Hongjie Liu Min Liu Wen Cheng Yaoxiong Wang 27 0 0 05 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 57 2 0 27 Jun 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 16 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 19 2 0 30 May 2024
Quantifying Noise of Dynamic Vision Sensor E. Votyakov A. Artusi 24 1 0 02 Apr 2024
EventSleep: Sleep Activity Recognition with Event Cameras Carlos Plou Nerea Gallego Alberto Sabater Eduardo Montijano Pablo Urcola Luis Montesano Ruben Martinez-Cantin Ana C. Murillo 16 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 34 4 0 01 Apr 2024
TDE-3: An improved prior for optical flow computation in spiking neural networks Matthew Yedutenko Federico Paredes-Valles Lyes Khacef Guido de Croon 25 0 0 18 Feb 2024
Fast Window-Based Event Denoising with Spatiotemporal Correlation Enhancement Huachen Fang Jinjian Wu Qibin Hou W. Dong Guangming Shi 11 1 0 14 Feb 2024
Unleashing the Power of CNN and Transformer for Balanced RGB-Event Video Recognition Xiao Wang Yao Rong Shiao Wang Yuan Chen Zhe Wu Bowei Jiang Yonghong Tian Jin Tang ViT 58 3 0 18 Dec 2023
Enhancing Traffic Object Detection in Variable Illumination with RGB-Event Fusion Zhanwen Liu Nan Yang Yang Wang Yuke Li Xiangmo Zhao Fei-Yue Wang 18 5 0 01 Nov 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 64 14 0 08 Aug 2023
Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras R. W. Baldwin Mohammed Almatrafi V. Asari Keigo Hirakawa 40 54 0 18 Mar 2020