Unsupervised Event-based Learning of Optical Flow, Depth, and Egomotion

19 December 2018

Papers citing "Unsupervised Event-based Learning of Optical Flow, Depth, and Egomotion"

50 / 269 papers shown

Title
OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras Muhammad Rameez Ur Rahman Jhony H. Giraldo Indro Spinelli Stéphane Lathuilière Fabio Galasso VLM 61 0 0 18 Aug 2024
LiDAR-Event Stereo Fusion with Hallucinations Luca Bartolomei Matteo Poggi Andrea Conti S. Mattoccia 3DV 89 1 0 08 Aug 2024
E $^3$ NeRF: Efficient Event-Enhanced Neural Radiance Fields from Blurry Images Yunshan Qi Jia Li Yifan Zhao Yu Zhang Lin Zhu 88 2 0 03 Aug 2024
Unifying Event-based Flow, Stereo and Depth Estimation via Feature Similarity Matching Mothilal Asokan Lin Zhu Lizhi Wang Hua Huang 67 0 0 31 Jul 2024
Event-based Optical Flow on Neuromorphic Processor: ANN vs. SNN Comparison based on Activation Sparsification Yingfu Xu Guangzhi Tang Amirreza Yousefzadeh Guido de Croon Manolis Sifalakis 74 4 0 29 Jul 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 102 2 0 26 Jul 2024
EvSign: Sign Language Recognition and Translation with Streaming Events Pengyu Zhang Hao Yin Zeren Wang Wenyue Chen Shengming Li Dong Wang Huchuan Lu Xu Jia SLR 81 6 0 17 Jul 2024
Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection Hu Cao Zehua Zhang Yan Xia Xinyi Li Jiahao Xia Guang Chen Alois Knoll ObjD 80 12 0 17 Jul 2024
Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras Hoonhee Cho Sung-Hoon Yoon H. Kweon Kuk-Jin Yoon 77 2 0 15 Jul 2024
Temporal Event Stereo via Joint Learning with Stereoscopic Flow Hoonhee Cho Jae-Young Kang Kuk-Jin Yoon 72 4 0 15 Jul 2024
Motion-prior Contrast Maximization for Dense Continuous-Time Motion Estimation Friedhelm Hamann ZiYun Wang Ioannis Asmanis Kenneth Chaney Guillermo Gallego Kostas Daniilidis 88 11 0 15 Jul 2024
Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event Translation Yuhwan Jeong Hoonhee Cho Kuk-Jin Yoon DiffM 74 3 0 15 Jul 2024
Event-Aided Time-to-Collision Estimation for Autonomous Driving Jinghang Li Bangyan Liao Xiuyuan Lu Peidong Liu Shaojie Shen Yi Zhou 91 6 0 10 Jul 2024
Event Trojan: Asynchronous Event-based Backdoor Attacks Ruofei Wang Qing Guo Haoliang Li Renjie Wan 97 3 0 09 Jul 2024
Neuromorphic Perception and Navigation for Mobile Robots: A Review Alvaro Novo Francisco Lobon Hector Garcia de Marina Samuel Romero Francisco Barranco 87 8 0 09 Jul 2024
CEIA: CLIP-Based Event-Image Alignment for Open-World Event-Based Understanding Wenhao Xu Wenming Weng Yueyi Zhang Zhiwei Xiong VLM 73 0 0 09 Jul 2024
LaSe-E2V: Towards Language-guided Semantic-Aware Event-to-Video Reconstruction Kanghao Chen Hangyu Li Jiazhou Zhou Zeyu Wang Lin Wang DiffM VGen 74 2 0 08 Jul 2024
DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition Qi Wang Zhou Xu Yuming Lin Jingtao Ye Hongsheng Li Guangming Zhu Syed Afaq Ali Shah Mohammed Bennamoun Liang Zhang AI4TS 74 5 0 06 Jul 2024
An abstract theory of sensor eventification Yulin Zhang Dylan A. Shell 78 0 0 30 Jun 2024
EvTexture: Event-driven Texture Enhancement for Video Super-Resolution Dachun Kai Jiayao Lu Yueyi Zhang Xiaoyan Sun MDE SupR 79 4 0 19 Jun 2024
CodedEvents: Optimal Point-Spread-Function Engineering for 3D-Tracking with Event Cameras Sachin Shah Matthew Albert Chan Haoming Cai Jingxi Chen Sakshum Kulshrestha Chahat Deep Singh Yiannis Aloimonos Christopher A. Metzler 58 6 0 13 Jun 2024
Event3DGS: Event-Based 3D Gaussian Splatting for High-Speed Robot Egomotion Tianyi Xiong Jiayi Wu Botao He Cornelia Fermuller Yiannis Aloimonos Heng Huang Christopher A. Metzler 100 12 0 05 Jun 2024
EvaGaussians: Event Stream Assisted Gaussian Splatting from Blurry Images Wangbo Yu Chaoran Feng Jiye Tang Xu Jia Li-ming Yuan Yonghong Tian 109 32 0 29 May 2024
MULi-Ev: Maintaining Unperturbed LiDAR-Event Calibration Mathieu Cocheteux Julien Moreau Franck Davoine 81 3 0 28 May 2024
TENNs-PLEIADES: Building Temporal Kernels with Orthogonal Polynomials Yan Ru Pei Olivier Coenen 63 3 0 20 May 2024
Vector-Symbolic Architecture for Event-Based Optical Flow Hongzhi You Yijun Cao Wei Yuan Fanjun Wang Ning Qiao Yongjie Li 143 2 0 14 May 2024
Learning Monocular Depth from Focus with Event Focal Stack Chenxu Jiang Mingyuan Lin Chi Zhang Zhenghai Wang Lei Yu MDE 63 3 0 11 May 2024
Event-based Structure-from-Orbit Ethan Elms Yasir Latif Tae Ha Park Tat-Jun Chin 93 4 0 10 May 2024
OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies Lingdong Kong You-Chen Liu Lai Xing Ng Benoit R. Cottereau Wei Tsang Ooi VLM 87 17 0 08 May 2024
Deep Event-based Object Detection in Autonomous Driving: A Survey Bin Zhou Jie Jiang 95 0 0 07 May 2024
Event-based Video Frame Interpolation with Edge Guided Motion Refinement Yuhan Liu Yongjian Deng Hao Chen Bochen Xie Youfu Li Zhen Yang 74 1 0 28 Apr 2024
Motion-aware Latent Diffusion Models for Video Frame Interpolation Zhilin Huang Yijie Yu Ling Yang C. Qin Bing Zheng Xiawu Zheng Zikun Zhou Yaowei Wang Wenming Yang VGen DiffM 86 9 0 21 Apr 2024
MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading Wenhao Zhang Jun Wang Yong Luo Lei Yu Wei Yu Zheng He Jialie Shen 155 1 0 18 Apr 2024
Seeing Motion at Nighttime with an Event Camera Haoyue Liu Shihan Peng Lin Zhu Yi Chang Hanyu Zhou Luxin Yan 92 13 0 18 Apr 2024
A Lightweight Spatiotemporal Network for Online Eye Tracking with Event Camera Yan Ru Pei Sasskia Brüers Sébastien Crouzet Douglas McLelland Olivier Coenen 87 9 0 13 Apr 2024
Event-Enhanced Snapshot Compressive Videography at 10K FPS Bo Zhang J. Suo Qionghai Dai VGen 126 1 0 11 Apr 2024
Scene Adaptive Sparse Transformer for Event-based Object Detection Yansong Peng Hebei Li Yueyi Zhang Xiaoyan Sun Feng Wu ViT 111 18 0 02 Apr 2024
Hypergraph-based Multi-View Action Recognition using Event Cameras Yue Gao Jiaxuan Lu Siqi Li Yipeng Li Shaoyi Du 116 13 0 28 Mar 2024
Tracking-Assisted Object Detection with Event Cameras Ting-Kang Yen Igor Morawski Shusil Dangi Kai He ChungYi Lin Jia-Fong Yeh Hung-Ting Su Winston H. Hsu 135 0 0 27 Mar 2024
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition Xueye Zheng Lin Wang TTA 99 20 0 21 Mar 2024
TimeRewind: Rewinding Time with Image-and-Events Video Diffusion Jingxi Chen Brandon Yushan Feng Haoming Cai Mingyang Xie Christopher A. Metzler Cornelia Fermuller Yiannis Aloimonos 90 4 0 20 Mar 2024
EAS-SNN: End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks Ziming Wang Ziling Wang Huaning Li Lang Qin Runhao Jiang De Ma Huajin Tang 83 11 0 19 Mar 2024
FE-DeTr: Keypoint Detection and Tracking in Low-quality Image Frames with Events Xiangyuan Wang Kuangyi Chen Wentao Yang Lei Yu Yannan Xing Huai Yu 70 2 0 18 Mar 2024
CMax-SLAM: Event-based Rotational-Motion Bundle Adjustment and SLAM System using Contrast Maximization Shuang Guo Guillermo Gallego 95 29 0 12 Mar 2024
Complementing Event Streams and RGB Frames for Hand Mesh Reconstruction Jianping Jiang Xinyu Zhou Bingxuan Wang Xiaoming Deng Chao Xu Boxin Shi 96 7 0 12 Mar 2024
SGE: Structured Light System Based on Gray Code with an Event Camera Xingyu Lu Lei Sun Diyang Gu Zhijie Xu 3DV 94 1 0 12 Mar 2024
Out of the Room: Generalizing Event-Based Dynamic Motion Segmentation for Complex Scenes Stamatios Georgoulis Weining Ren Alfredo Bochicchio Daniel Eckert Yuanyou Li Abel Gawel 60 7 0 07 Mar 2024
PCDepth: Pattern-based Complementary Learning for Monocular Depth Estimation by Best of Both Worlds Haotian Liu Sanqing Qu Fan Lu Zongtao Bu Florian Roehrbein Alois Knoll Guang Chen MDE 86 2 0 29 Feb 2024
E2HQV: High-Quality Video Generation from Event Camera via Theory-Inspired Model-Aided Deep Learning Qiang Qu Yiran Shen Xiaoming Chen Yuk Ying Chung Tongliang Liu VGen 88 11 0 16 Jan 2024
An Event-Oriented Diffusion-Refinement Method for Sparse Events Completion Bo Zhang Yuqi Han J. Suo Qionghai Dai DiffM 63 1 0 06 Jan 2024