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We present a neural modeling framework for Non-Line-of-Sight (NLOS) imaging.
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Otkrist Gupta, Thomas Willwacher, Andreas Velten, Ashok Veeraraghavan, and Ramesh Raskar. Reconstruction of hidden 3d shapes using diffuse reflections. Optics express, 20(17):19096–19108, 2012
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Andreas Velten, Thomas Willwacher, Otkrist Gupta, Ashok Veeraraghavan, Moungi G Bawendi, and Ramesh Raskar. Recovering three-dimensional shape around a corner using ultrafast time-of-flight imaging. Nature Communications 1747, 2012
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Andreas Velten, Di Wu, Adrian Jarabo, Belen Masia, Christopher Barsi, Chinmaya Joshi, Everett Lawson, Moungi Bawendi, Diego Gutierrez, and Ramesh Raskar. Femto-photography: Capturing and Visualizing the Propagation of Light. ACM Transactions on Graphics, 32(4):44:1–44:8, 2013
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Adrian Jarabo, Julio Marco, Adolfo Muñoz, Raul Buisan, Wojciech Jarosz, and Diego Gutierrez. A framework for transient rendering. ACM Transactions on Graphics. 33(6): 177, 2014
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Genevieve Gariepy, Nikola Krstaji´c, Robert Henderson,Chunyong Li, Robert R Thomson, Gerald S Buller, Barmak Heshmat, Ramesh Raskar, Jonathan Leach, and Daniele Faccio. Single-photon sensitive light-in-fight imaging. Nature communications, 6:6021, 2015
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Ioannis Gkioulekas, Anat Levin, Fr´edo Durand, and Todd Zickler. Micron-scale light transport decomposition using interferometry. ACM Transactions on Graphics (TOG), 34(4):37, 2015
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Mauro Buttafava, Jessica Zeman, Alberto Tosi, Kevin Eliceiri, and Andreas Velten. Non-line-of-sight imaging using a time-gated single photon avalanche diode. Optics express, 23(16):20997–21011, 2015
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Dongeek Shin, Feihu Xu, Dheera Venkatraman, Rudi Lussana, Federica Villa, Franco Zappa, Vivek K Goyal, Franco NC Wong, and Jeffrey H Shapiro. Photon-efficient imaging with a single-photon camera. Nature communications, 7:12046, 2016
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Matthew O’Toole, Felix Heide, David B Lindell, Kai Zang, Steven Diamond, and Gordon Wetzstein. Reconstructing transient images from single-photon sensors. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017
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Victor Arellano, Diego Gutierrez, and Adrian Jarabo. Fast back-projection for non-line of sight reconstruction. Optics Express, 25(10):11574–11583, 2017
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Adrian Jarabo, Belen Masia, Julio Marco, and Diego Gutierrez. Recent advances in transient imaging: A computer graphics and vision perspective. Visual Informatics, 1(1):65–79, 2017
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Chia-Yin Tsai, Kiriakos N Kutulakos, Srinivasa G Narasimhan, and Aswin C Sankaranarayanan. The geometry of first-returning photons for non-line-of-sight imaging. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
2017
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Feihu Xu, Gal Shulkind, Christos Thrampoulidis, Jeffrey H Shapiro, Antonio Torralba, Franco NC Wong, and Gregory W Wornell. Revealing hidden scenes by photonefficient occlusion-based opportunistic active imaging. Optics Express, 26(8):9945–9962, 2018
2018
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Piergiorgio Caramazza1, Alessandro Boccolini, Daniel Buschek, Matthias Hullin, Catherine F. Higham , Robert Henderson, Roderick Murray-Smith and Daniele Faccio. Neural network identification of people hidden from view with a single-pixel, single-photon detector, Scientific Reports, 8:11945, 2018
2018
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Yoann Altmann, Stephen McLaughlin, Miles J. Padgett, Vivek K. Goyal, Alfred O. Hero, and Daniele Faccio. Quantum-inspired computational imaging. Science, 361(6403): eaat2298, 2018
Marco La Manna, Fiona Kine, Eric Breitbach, Jonathan Jackson, Talha Sultan, and Andreas Velten. Error backprojection algorithms for non-line-of-sight imaging. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 41(7): 1615-1626, 2019
2019
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Byeongjoo Ahn, Akshat Dave, Ashok Veeraraghavan, Ioannis Gkioulekas, and Aswin C. Sankaranarayanan. Convolutional approximations to the general non-Line-of-sight imaging operator. IEEE International Conference on Computer Vision, 2019
2019
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2019
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Mariko Isogawa, Ye Yuan, Matthew O’Toole, and Kris Kitani. Optical Non-Line-of-Sight Physics-based 3D Human Pose Estimation, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2020
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2018
Cited alongside, same era.
Matthew O’Toole, David B. Lindell, and Gordon Wetzstein. Confocal non-line-of-sight imaging based on the light-cone transform. Nature, 555(7696):338–341, 2018
2018
Cited alongside, same era.
Tomohiro Maeda, Yiqin Wang, Ramesh Raskar, and Achuta Kadambi. Thermal Non-Line-of-Sight Imaging, IEEE International Conference on Computational Photography (ICCP), 2019
2019
Cited alongside, same era.
David B Lindell, Gordon Wetzstein, and Vladlen Koltun. Acoustic non-line-of-sight imaging. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
2019
Cited alongside, same era.
Xiaochun Liu, Ibon Guillen, Marco La Manna, Ji Hyun Nam, Syed Azer Reza, Toan Huu Le, Adrian Jarabo, Diego Gutierrez, and Andreas Velten. Non-line-of-sight imaging using phasor-field virtual wave optics. Nature, 572:620–623, 2019
2019
Cited alongside, same era.
David B Lindell, Gordon Wetzstein, and Matthew O’Toole. Wave-based non-line-of-sight imaging using fast fk migration. ACM Transactions on Graphics (TOG), 38(4):116, 2019
2019
Cited alongside, same era.
Shumian Xin, Sotiris Nousias, Kiriakos N Kutulakos, Aswin C Sankaranarayanan, Srinivasa G Narasimhan, and Ioannis Gkioulekas. A theory of fermat paths for non-lineof-sight shape reconstruction. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
2019
Cited alongside, same era.
Chia-Yin Tsai, Aswin C Sankaranarayanan, and Ioannis Gkioulekas. Beyond volumetric albedo–a surface optimization framework for non-line-of-sight imaging. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
2019
Cited alongside, same era.
Felix Heide, Matthew O’Toole, Kai Zang, David B. Lindell, Steven Diamond, and Gordon Wetzstein. Non-line-of-sight imaging with partial occluders and surface normals. ACM Transactions on Graphics, 38(3):22:1–22:10, 2019
2019
Cited alongside, same era.
2020
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Xiaochun Liu, Sebastian Bauer, Andreas Velten. Phasor field diffraction based reconstruction for fast non-line-of-sight imaging systems, Nature communications, 11(1): 1-13, 2020
2020
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Mariko Isogawa, Dorian Chan, Ye Yuan, Kris Kitani, and Matthew O’Toole. Efficient Non-Line-of-Sight Imaging from Transient Sinograms, European Conference on Computer Vision (ECCV), 2020
2020
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Bingyi Kang, Saining Xie, Marcus Rohrbach, Zhicheng Yan, Albert Gordo, Jiashi Feng, Yannis Kalantidis. Decoupling Representation and Classifier for Long-Tailed Recognition, International Conference on Learning Representations (ICLR), 2020
2020
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Diederik P. Kingma, Jimmy Ba. Adam: A method for stochastic optimization. International Conference on Learning Representations (ICLR), 2020
2020
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Sean I. Young, David B. Lindell, Bernd Girod, David Taubman, Gordon Wetzstein. Non-Line-of-Sight surface reconstruction Using the directional light-Cone transform, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
2020
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Julian Iseringhausen and Matthias B Hullin. Non-line-of-sight reconstruction using efficient transient rendering. ACM Transactions on Graphics, 39(1): 8, 2020
2020
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Daniele Faccio, Andreas Velten and Gordon Wetzstein. Non-line-of-sight imaging, Nature Reviews Physics, 2:318-327, 2020
2020
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Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik, Jonathan T. Barron, Ravi Ramamoorthi and Ren Ng. NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis. European Conference on Computer Vision (ECCV), 2020
2020
Later among the works it cites.
Lior Yariv, Yoni Kasten, Dror Moran, Meirav Galun, Matan Atzmon, Ronen Basri, Yaron Lipman. Multiview neural surface reconstruction by disentangling geometry and appearance. Neural Information Processing Systems (NeurIPS), 2020
2020
Later among the works it cites.