Deep Learning for Event-based Vision: A Comprehensive Survey and
Benchmarks

Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks

17 February 2023

Yunfan Lu

Lin Wang

Papers citing "Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks"

16 / 16 papers shown

Title
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 43 0 0 05 May 2025
Segment Any RGB-Thermal Model with Language-aided Distillation Dong Xing Xianxun Zhu Wei Zhou Qika Lin Hang Yang Yuqing Wang VLM 47 0 0 04 May 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 33 0 0 29 Mar 2025
Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness Chenfei Liao Kaiyu Lei Xu Zheng Junha Moon Zhixiong Wang Y. Wang Danda Pani Paudel Luc Van Gool Xuming Hu VLM 58 1 0 24 Mar 2025
MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation Chenfei Liao Xu Zheng Yuanhuiyi Lyu Haiwei Xue Yihong Cao Jiawen Wang Kailun Yang Xuming Hu VLM 43 2 0 09 Mar 2025
Event-Based Video Frame Interpolation With Cross-Modal Asymmetric Bidirectional Motion Fields Taewoo Kim Yujeong Chae Hyun-Kurl Jang Kuk-Jin Yoon 78 31 0 20 Feb 2025
Towards End-to-End Neuromorphic Voxel-based 3D Object Reconstruction Without Physical Priors Chuanzhi Xu Langyi Chen Vincent Qu Haodong Chen Vera Chung 3DV 30 1 0 01 Jan 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 87 1 0 04 Dec 2024
Ev-NeRF: Event Based Neural Radiance Field I. Hwang Junho Kim Y. Kim 29 58 0 24 Jun 2022
EventNeRF: Neural Radiance Fields from a Single Colour Event Camera Viktor Rudnev Mohamed A. Elgharib Christian Theobalt Vladislav Golyanik VGen 69 83 0 23 Jun 2022
Object Tracking by Jointly Exploiting Frame and Event Domain Jiqing Zhang Xin Yang Yingkai Fu Xiaopeng Wei Baocai Yin B. Dong 57 84 0 19 Sep 2021
Comparing Representations in Tracking for Event Camera-based SLAM Jianhao Jiao Huaiyang Huang Liang Li Zhijian He Yilong Zhu Ming-Yu Liu 29 26 0 20 Apr 2021
Learning Monocular Dense Depth from Events Javier Hidalgo-Carrió Daniel Gehrig Davide Scaramuzza MDE 23 87 0 16 Oct 2020
Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras R. W. Baldwin Mohammed Almatrafi V. Asari Keigo Hirakawa 28 54 0 18 Mar 2020
Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks Chankyu Lee Adarsh Kosta A. Z. Zhu Kenneth Chaney Kostas Daniilidis Kaushik Roy 66 160 0 14 Mar 2020
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 25 507 0 26 Oct 2016