Real-time Non-line-of-sight Imaging

被引:12
|
作者
O'Toole, Matthew [1 ]
Lindell, David B. [1 ]
Wetzstein, Gordon [1 ]
机构
[1] Stanford Univ, Stanford, CA 94305 USA
关键词
computational photography; single-photon sensors; time-of-flight imaging; non-line-of-sight imaging;
D O I
10.1145/3214907.3214920
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Non-line-of-sight (NLOS) imaging aims at recovering the shape of objects hidden outside the direct line of sight of a camera. In this work, we report on a new approach for acquiring time-resolved measurements that are suitable for NLOS imaging. The system uses a confocalized single-photon detector and pulsed laser. As opposed to previously-proposed NLOS imaging systems, our setup is very similar to LIDAR systems used for autonomous vehicles and it facilitates a closed-form solution of the associated inverse problem, which we derive in this work. This algorithm, dubbed the Light Cone Transform, is three orders of magnitude faster and more memory efficient than existing methods. We demonstrate experimental results for indoor and outdoor scenes captured and reconstructed with the proposed confocal NLOS imaging system.
引用
收藏
页数:2
相关论文
共 50 条
  • [11] Polarized Non-Line-of-Sight Imaging
    Tanaka, Kenichiro
    Mukaigawa, Yasuhiro
    Kadambi, Achuta
    2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2020, : 2133 - 2142
  • [12] Deep-Learning-Based Real-Time Passive Non-Line-of-Sight Imaging for Room-Scale Scenes
    Li, Yuzhe
    Zhang, Yuning
    SENSORS, 2024, 24 (19)
  • [13] Non-line-of-sight imaging with absorption backprojection
    Zhou, Hongyuan
    Zhang, Dejian
    Wang, Tongbiao
    Liao, Qinghua
    Yu, Tianbao
    APPLIED PHYSICS LETTERS, 2023, 123 (05)
  • [14] NLOST: Non-Line-of-Sight Imaging with Transformer
    Li, Yue
    Peng, Jiayong
    Ye, Juntian
    Zhang, Yueyi
    Xu, Feihu
    Xiong, Zhiwei
    2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2023, : 13313 - 13322
  • [15] Non-line-of-sight Imaging with Radio Signals
    He, Ying
    Zhang, Dongheng
    Hu, Yang
    Chen, Yan
    2020 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2020, : 11 - 16
  • [16] Passive Terahertz Non-Line-of-Sight Imaging
    Grossman, Erich N.
    Sasaki, Takahiro
    Leger, James R.
    IEEE TRANSACTIONS ON TERAHERTZ SCIENCE AND TECHNOLOGY, 2022, 12 (05) : 489 - 498
  • [17] A Dataset for Benchmarking Time-Resolved Non-Line-of-Sight Imaging
    Galindo, Miguel
    Marco, Julio
    O'Toole, Matthew
    Wetzstein, Gordon
    Gutierrez, Diego
    Jarabo, Adrian
    SIGGRAPH '19 - ACM SIGGRAPH 2019 POSTERS, 2019,
  • [18] Millimeter-wave non-line-of-sight imaging
    Li, Yuanji
    Ou, Zhan
    Li, Siming
    2022 IEEE 10TH ASIA-PACIFIC CONFERENCE ON ANTENNAS AND PROPAGATION, APCAP, 2022,
  • [19] Compressed sensing for active non-line-of-sight imaging
    Ye, Jun-Tian
    Huang, Xin
    Li, Zheng-Ping
    Xu, Feihu
    OPTICS EXPRESS, 2021, 29 (02) : 1749 - 1763
  • [20] Error Backprojection Algorithms for Non-Line-of-Sight Imaging
    La Manna, Marco
    Kine, Fiona
    Breitbach, Eric
    Jackson, Jonathan
    Sultan, Talha
    Velten, Andreas
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 41 (07) : 1615 - 1626