Photometrically optimized event-based stereo 3D measurements

被引:0
|
作者
Freitag, Christoph [1 ,2 ]
Heist, Stefan [1 ]
Stark, Andreas [3 ]
Kuehmstedt, Peter [1 ]
Notni, Gunther [1 ,4 ]
Franke, Christian [3 ,5 ,6 ]
机构
[1] Fraunhofer Inst Appl Opt & Precis Engn IOF, Albert Einstein Str 7, D-07745 Jena, Germany
[2] Friedrich Schiller Univ Jena, Inst Appl Phys, Albert Einstein Str 15, D-07745 Jena, Germany
[3] Friedrich Schiller Univ Jena, Inst Appl Opt & Biophys, Max Wien Platt 1, D-07743 Jena, Germany
[4] Ilmenau Univ Technol, Grp Qual Assurance & Ind Image Proc, Gustav Kirchhoff Pl 2, D-98693 Ilmenau, Germany
[5] Friedrich Schiller Univ Jena, Jena Ctr Soft Matter, Philosophenweg 7, D-07743 Jena, Germany
[6] Friedrich Schiller Univ Jena, Abbe Ctr Photon, Albert Einstein Str 6, D-07745 Jena, Germany
来源
OPTICS EXPRESS | 2025年 / 33卷 / 02期
关键词
VISION;
D O I
10.1364/OE.541659
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Event cameras only report changes in brightness when thresholds in individual pixels relative to previous levels are crossed. They output sparse streams of events that quantify these changes spatially and temporally. We have developed a measurement system using two event cameras in a stereo configuration with a specialized projector for 3D measurements of static objects. We show that optimal contrast in the structured illumination yields high-fidelity measurements, reaching 3D root-mean-square deviations of 0.6 mm (approximate to 0.3 % of the measurement volume's diagonal). This work opens up the possibility of precise event-based, highly dynamic 4D measurements in the near future. Published by Optica Publishing Group under the terms of the Creative Commons Attribution 4.0 License. Further distribution of this work must maintain attribution to the author(s) and the published article's title, journal citation, and DOI.
引用
收藏
页码:2924 / 2939
页数:16
相关论文
共 50 条
  • [1] A 3D Event-Based Silicon Retina Stereo Sensor
    Sulzbachner, Christoph
    Kogler, Jurgen
    Kubinger, Wilfried
    Schoitsch, Erwin
    ERCIM NEWS, 2009, (79): : 42 - 43
  • [2] An Event-based Stereo 3D Mapping and Tracking Pipeline for Autonomous Vehicles
    El Moudni, Anass
    Morbidi, Fabio
    Kramm, Sebastien
    Boutteau, Remi
    2023 IEEE 26TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, ITSC, 2023, : 5962 - 5968
  • [3] EMVS: Event-Based Multi-View Stereo—3D Reconstruction with an Event Camera in Real-Time
    Henri Rebecq
    Guillermo Gallego
    Elias Mueggler
    Davide Scaramuzza
    International Journal of Computer Vision, 2018, 126 : 1394 - 1414
  • [4] A spiking neural network model of 3D perception for event-based neuromorphic stereo vision systems
    Marc Osswald
    Sio-Hoi Ieng
    Ryad Benosman
    Giacomo Indiveri
    Scientific Reports, 7
  • [5] A spiking neural network model of 3D perception for event-based neuromorphic stereo vision systems
    Osswald, Marc
    Ieng, Sio-Hoi
    Benosman, Ryad
    Indiveri, Giacomo
    SCIENTIFIC REPORTS, 2017, 7
  • [6] A spiking neural network model of 3D perception for event-based neuromorphic stereo vision systems
    Osswald, Marc
    Ieng, Sio-Hoi
    Benosman, Ryad
    Indiveri, Giacomo
    SCIENTIFIC REPORTS, 2017, 7
  • [7] Neuromorphic Event-Based 3D Pose Estimation
    Valeiras, David Reverter
    Orchard, Garrick
    Ieng, Sio-Hoi
    Benosman, Ryad B.
    FRONTIERS IN NEUROSCIENCE, 2016, 9
  • [8] Calibration of Event-based Camera and 3D LiDAR
    Song, Rihui
    Jiang, Zhihua
    Li, Yanghao
    Shan, Yunxiao
    Huang, Kai
    2018 WRC SYMPOSIUM ON ADVANCED ROBOTICS AND AUTOMATION (WRC SARA), 2018, : 289 - 295
  • [9] Rethinking Event-based Human Pose Estimation with 3D Event Representations
    Yin, Xiaoting
    Shi, Hao
    Chen, Jiaan
    Wang, Ze
    Ye, Yaozu
    Ni, Huajian
    Yang, Kailun
    Wang, Kaiwei
    arXiv, 2023,
  • [10] Exploring event-based human pose estimation with 3D event representations
    Yin, Xiaoting
    Shi, Hao
    Chen, Jiaan
    Wang, Ze
    Ye, Yaozu
    Yang, Kailun
    Wang, Kaiwei
    COMPUTER VISION AND IMAGE UNDERSTANDING, 2024, 249