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 / 291 papers shown

Title
Deep Event-based Object Detection in Autonomous Driving: A Survey Bin Zhou Jie Jiang 201 3 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 188 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 269 16 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 315 3 0 18 Apr 2024
Seeing Motion at Nighttime with an Event Camera Haoyue Liu Shihan Peng Lin Zhu Yi Chang Hanyu Zhou Luxin Yan 187 27 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 196 16 0 13 Apr 2024
Event-Enhanced Snapshot Compressive Videography at 10K FPS Bo Zhang J. Suo Qionghai Dai VGen 259 3 0 11 Apr 2024
Scene Adaptive Sparse Transformer for Event-based Object DetectionComputer Vision and Pattern Recognition (CVPR), 2024 Yansong Peng Hebei Li Yueyi Zhang Xiaoyan Sun Feng Wu ViT 184 40 0 02 Apr 2024
Hypergraph-based Multi-View Action Recognition using Event Cameras Yue Gao Jiaxuan Lu Siqi Li Yipeng Li Shaoyi Du 237 23 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 316 1 0 27 Mar 2024
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition Xueye Zheng Lin Wang TTA 205 28 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 194 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 216 23 0 19 Mar 2024
FE-DeTr: Keypoint Detection and Tracking in Low-quality Image Frames with EventsIEEE International Conference on Robotics and Automation (ICRA), 2024 Xiangyuan Wang Kuangyi Chen Wentao Yang Lei Yu Yannan Xing Huai Yu 200 2 0 18 Mar 2024
CMax-SLAM: Event-based Rotational-Motion Bundle Adjustment and SLAM System using Contrast MaximizationIEEE Transactions on robotics (IEEE Trans. Robot.), 2024 Shuang Guo Guillermo Gallego 213 43 0 12 Mar 2024
Complementing Event Streams and RGB Frames for Hand Mesh ReconstructionComputer Vision and Pattern Recognition (CVPR), 2024 Jianping Jiang Xinyu Zhou Bingxuan Wang Xiaoming Deng Chao Xu Boxin Shi 251 14 0 12 Mar 2024
SGE: Structured Light System Based on Gray Code with an Event CameraOptics Express (Opt. Express), 2024 Xingyu Lu Lei Sun Diyang Gu Zhijie Xu 3DV 207 3 0 12 Mar 2024
Out of the Room: Generalizing Event-Based Dynamic Motion Segmentation for Complex ScenesInternational Conference on 3D Vision (3DV), 2024 Stamatios Georgoulis Weining Ren Alfredo Bochicchio Daniel Eckert Yuanyou Li Abel Gawel 166 9 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 183 4 0 29 Feb 2024
TDE-3: An improved prior for optical flow computation in spiking neural networks Matthew Yedutenko Federico Paredes-Valles Lyes Khacef Guido de Croon 207 0 0 18 Feb 2024
E2HQV: High-Quality Video Generation from Event Camera via Theory-Inspired Model-Aided Deep LearningAAAI Conference on Artificial Intelligence (AAAI), 2024 Qiang Qu Yiran Shen Xiaoming Chen Yuk Ying Chung Tongliang Liu VGen 175 14 0 16 Jan 2024
An Event-Oriented Diffusion-Refinement Method for Sparse Events Completion Bo Zhang Yuqi Han J. Suo Qionghai Dai DiffM 196 2 0 06 Jan 2024
EvPlug: Learn a Plug-and-Play Module for Event and Image Fusion Jianping Jiang Xinyu Zhou Peiqi Duan Boxin Shi 179 1 0 28 Dec 2023
Event-based Shape from Polarization with Spiking Neural Networks Pengxin Kang Srutarshi Banerjee Henry H. Chopp Aggelos K. Katsaggelos O. Cossairt 144 1 0 26 Dec 2023
Segment Any Events via Weighted Adaptation of Pivotal Tokens Zhiwen Chen Zhiyu Zhu Yifan Zhang Xianqiang Lyu Guangming Shi Jinjian Wu 209 9 0 24 Dec 2023
EVI-SAM: Robust, Real-time, Tightly-coupled Event-Visual-Inertial State Estimation and 3D Dense Mapping Weipeng Guan Peiyu Chen Huibin Zhao Yu Wang P. Lu MDE 316 12 0 19 Dec 2023
Deep Event Visual OdometryInternational Conference on 3D Vision (3DV), 2023 Simone Klenk Marvin Motzet Lukas Koestler Zorah Lähner MDE 229 27 0 15 Dec 2023
EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset Peiqi Duan Boyu Li Yixin Yang Hanyue Lou Minggui Teng Yi Ma Boxin Shi 139 10 0 13 Dec 2023
E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation LearningNeural Information Processing Systems (NeurIPS), 2023 Xiuhong Lin Changjie Qiu Yong Deng Siqi Shen Yu Zang Weiquan Liu Xuesheng Bian Matthias Müller Cheng-Yu Wang 3DPC 188 12 0 30 Nov 2023
Event-based Visual Inertial Velometer Xiuyuan Lu Yi Zhou Junkai Niu Sheng Zhong Shaojie Shen 237 19 0 30 Nov 2023
Event-based Continuous Color Video Decompression from Single Frames ZiYun Wang Friedhelm Hamann Kenneth Chaney Wen Jiang Martin Braschler Kostas Daniilidis 463 9 0 30 Nov 2023
Un-EVIMO: Unsupervised Event-Based Independent Motion SegmentationEuropean Conference on Computer Vision (ECCV), 2023 ZiYun Wang Jinyuan Guo Kostas Daniilidis 298 3 0 30 Nov 2023
LEOD: Label-Efficient Object Detection for Event CamerasComputer Vision and Pattern Recognition (CVPR), 2023 Ziyi Wu Mathias Gehrig Qing Lyu Xudong Liu Igor Gilitschenski 211 29 0 29 Nov 2023
Event Camera Data Dense Pre-training Yan Yang Liyuan Pan Liu Liu 130 12 0 20 Nov 2023
Object-centric Cross-modal Feature Distillation for Event-based Object DetectionIEEE International Conference on Robotics and Automation (ICRA), 2023 Lei Li Alexander Liniger Mario Millhaeusler Vagia Tsiminaki Yuanyou Li Dengxin Dai 170 7 0 09 Nov 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 183 23 0 01 Nov 2023
Distractor-aware Event-based TrackingIEEE Transactions on Image Processing (IEEE TIP), 2023 Yingkai Fu Meng Li Wenxi Liu Yuanchen Wang Jiqing Zhang Baocai Yin Xiaopeng Wei Xin Yang 286 14 0 22 Oct 2023
GET: Group Event Transformer for Event-Based VisionIEEE International Conference on Computer Vision (ICCV), 2023 Yansong Peng Yueyi Zhang Zhiwei Xiong Xiaoyan Sun Feng Wu 150 72 0 04 Oct 2023
EGVD: Event-Guided Video DerainingIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Yueyi Zhang Jin Wang Wenming Weng Xiaoyan Sun Zhiwei Xiong 148 5 0 29 Sep 2023
RPEFlow: Multimodal Fusion of RGB-PointCloud-Event for Joint Optical Flow and Scene Flow EstimationIEEE International Conference on Computer Vision (ICCV), 2023 Zhexiong Wan Yuxin Mao Jing Zhang Yuchao Dai 3DPC 213 29 0 26 Sep 2023
SoDaCam: Software-defined Cameras via Single-Photon ImagingIEEE International Conference on Computer Vision (ICCV), 2023 †. VarunSundar Andrei Ardelean §. TristanSwedish ‡. ClaudioBrusschini ‡. EdoardoCharbon †. MohitGupta 217 15 0 31 Aug 2023
Graph-based Asynchronous Event Processing for Rapid Object RecognitionIEEE International Conference on Computer Vision (ICCV), 2021 Yijin Li Han Zhou Bangbang Yang Yexin Zhang Zhaopeng Cui Hujun Bao Guofeng Zhang 186 119 0 28 Aug 2023
EventTransAct: A video transformer-based framework for Event-camera based action recognitionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023 Tristan de Blegiers I. Dave Adeel Yousaf M. Shah ViT 167 14 0 25 Aug 2023
Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from EventsIEEE International Conference on Computer Vision (ICCV), 2023 Hoonhee Cho Hyeonseong Kim Yujeong Chae Kuk-Jin Yoon VLM 159 31 0 18 Aug 2023
Person Re-Identification without Identification via Event AnonymizationIEEE International Conference on Computer Vision (ICCV), 2023 Shafiq Ahmad Pietro Morerio Alessio Del Bue PICV 234 27 0 08 Aug 2023
SODFormer: Streaming Object Detection with Transformer Using Events and FramesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Dianze Li Jianing Li Yonghong Tian ViT 173 55 0 08 Aug 2023
CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Ruihao Xia Chaoqiang Zhao Meng Zheng Ziyan Wu Qiyu Sun Yang Tang 186 42 0 29 Jul 2023
Automotive Object Detection via Learning Sparse Events by Spiking NeuronsIEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2023 Hu Zhang Yanchen Li Luziwei Leng Kaiwei Che Qian Liu Qinghai Guo Jianxing Liao Ran Cheng 304 8 0 24 Jul 2023
Revisiting Event-based Video Frame InterpolationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023 Jiaben Chen Yi‐Wen Zhu Dongze Lian Jiaqi Yang Yifu Wang Renrui Zhang Xinhang Liu Shenhan Qian L. Kneip Shenghua Gao 106 5 0 24 Jul 2023
Video Frame Interpolation with Stereo Event and Intensity CameraIEEE transactions on multimedia (IEEE TMM), 2023 Chao Ding Mingyuan Lin Haijian Zhang Jian-zhuo Liu Lei Yu 139 7 0 17 Jul 2023