Role of Transients in Two-Bounce Non-Line-of-Sight Imaging
Siddharth Somasundaram, Akshat Dave, Connor Henley, Ashok Veeraraghavan, Ramesh Raskar
Abstract
Two-Bounce NLOS (c) Experimental Setup (d) Reconstruction with 10 Measurements (b) Application Settings Hidden Target SPAD Multiplexed Illumination Occluder Streets Tunnels Corridors Forests Backprojection from intensity only Backprojection from transients (60 ps resolution) 10 cm Occluded object Figure 1. Two-bounce Transient NLOS Imaging. (a) We propose using two-bounce transients for NLOS imaging. Two-bounce signals capture information about the shadows in a scene, and use of transient information can reduce the number of measurements needed for reconstruction by using multiplexed illumination. (b) Our work can be applicable in many scenarios, such as tunnels, corridors, streets, and forests. (c)-(d) We experimentally validate the use of two-bounce transients on real objects. We show that time-of-flight information enables more robust reconstructions of occluded objects while using fewer measurements.
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Cited by top-tier papers4
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Builds on6
- Convolutional Approximations to the General Non-Line-of-Sight Imaging OperatorByeongjoo Ahn, Akshat Dave, Ashok Veeraraghavan, Ioannis Gkioulekas et al.ICCV 2019 · 67 citations
- CornerRadar: RF-Based Indoor Localization Around CornersShichao Yue, Hao He, Peng Cao, Kaiwen Zha et al.UbiComp 2022 · 39 citations
- What You Can Learn by Staring at a Blank WallPrafull Sharma, Miika Aittala, Yoav Y. Schechner, Antonio Torralba et al.ICCV 2021 · 19 citations
- Objects as Cameras: Estimating High-Frequency Illumination from ShadowsTristan Swedish, Connor Henley, Ramesh RaskarICCV 2021 · 13 citations
- Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler RadarNicolas Scheiner, Florian Kraus, Fangyin Wei, Buu Phan et al.CVPR 2020
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