Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy

17 September 2020

Papers citing "Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy"

24 / 24 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
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 59 0 0 05 May 2025
Inter-event Interval Microscopy for Event Cameras Changqing Su Yanqin Chen Zihan Lin Zhen Cheng You Zhou Bo Xiong Zhaofei Yu Tiejun Huang 31 0 0 07 Apr 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
Revisit Event Generation Model: Self-Supervised Learning of Event-to-Video Reconstruction with Implicit Neural Representations Zipeng Wang Yunfan Lu Lin Wang VGen BDL 37 2 0 26 Jul 2024
Temporal Event Stereo via Joint Learning with Stereoscopic Flow Hoonhee Cho Jae-Young Kang Kuk-Jin Yoon 28 4 0 15 Jul 2024
Vector-Symbolic Architecture for Event-Based Optical Flow Hongzhi You Yijun Cao Wei Yuan Fanjun Wang Ning Qiao Yongjie Li 45 2 0 14 May 2024
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports Pujin Cheng Li Lin Junyan Lyu Yijin Huang Wenhan Luo Xiaoying Tang MedIm 31 45 0 24 Jul 2023
Revisiting Event-based Video Frame Interpolation Jiaben Chen Yi‐Wen Zhu Dongze Lian Jiaqi Yang Yifu Wang Renrui Zhang Xinhang Liu Shenhan Qian L. Kneip Shenghua Gao 23 2 0 24 Jul 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
Neuromorphic Optical Flow and Real-time Implementation with Event Cameras Yannick Schnider Stanisław Woźniak Mathias Gehrig J. Lecomte Axel von Arnim Luca Benini Davide Scaramuzza A. Pantazi 32 15 0 14 Apr 2023
Learning Optical Flow from Event Camera with Rendered Dataset Xinglong Luo Kunming Luo Ao Luo Zhengning Wang Ping Tan Shuaicheng Liu 19 16 0 20 Mar 2023
Fully neuromorphic vision and control for autonomous drone flight Federico Paredes-Valles J. Hagenaars Julien Dupeyroux S. Stroobants Ying Xu Guido de Croon 25 36 0 15 Mar 2023
Lightweight Event-based Optical Flow Estimation via Iterative Deblurring Yilun Wu Federico Paredes-Valles Guido de Croon 21 19 0 24 Nov 2022
Secrets of Event-Based Optical Flow Shintaro Shiba Y. Aoki Guillermo Gallego 3DPC 33 95 0 20 Jul 2022
Event-Based Dense Reconstruction Pipeline Kun Xiao Guohui Wang Yi Chen Jinghong Nan Yongfeng Xie 3DV 16 12 0 23 Mar 2022
Unifying Motion Deblurring and Frame Interpolation with Events Xiang Zhang Lei Yu 20 80 0 23 Mar 2022
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 28 63 0 24 Nov 2021
VISTA 2.0: An Open, Data-driven Simulator for Multimodal Sensing and Policy Learning for Autonomous Vehicles Alexander Amini Tsun-Hsuan Wang Igor Gilitschenski Wilko Schwarting Zhijian Liu Song Han S. Karaman Daniela Rus 6 97 0 23 Nov 2021
Event-Based high-speed low-latency fiducial marker tracking Adam Loch G. Haessig Markus Vincze 21 4 0 12 Oct 2021
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation Lin Wang Yujeong Chae Kuk-Jin Yoon 19 32 0 04 Sep 2021
TimeLens: Event-based Video Frame Interpolation S. Tulyakov Daniel Gehrig Stamatios Georgoulis Julius Erbach Mathias Gehrig Yuanyou Li Davide Scaramuzza 25 181 0 14 Jun 2021
The Event-Camera Dataset and Simulator: Event-based Data for Pose Estimation, Visual Odometry, and SLAM Elias Mueggler Henri Rebecq Guillermo Gallego T. Delbruck Davide Scaramuzza VGen 27 591 0 26 Oct 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 230 7,903 0 13 Jun 2015