非视距(非视域)成像(Non-Line-of-Sight,NLOS Imaging) Github开源代码合集

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目录


[]D. B. Lindell, G. Wetzstein, and M. O’Toole, “Wave-based non-line-of-sight imaging using fast f-k migration,” ACM ToG 2019


[]S. Xin, S. Nousias, K. N. Kutulakos, A. C. Sankaranarayanan, S. G. Narasimhan, and I. Gkioulekas, “A Theory of Fermat Paths for Non-Line-of-Sight Shape Reconstruction,” CVPR 2019


[]C.-Y. Tsai, A. C. Sankaranarayanan, and I. Gkioulekas, “Beyond Volumetric Albedo–A Surface Optimization Framework for Non-Line-Of-Sight Imaging,” CVPR 2019


[]W. Chen, S. Daneau, F. Mannan, and F. Heide, “Steady-state Non-Line-of-Sight Imaging,” CVPR 2019


D. B. Lindell, G. Wetzstein, and V. Koltun, “Acoustic non-line-of-sight imaging,” CVPR 2019


[]B. Ahn, A. Dave, A. Veeraraghavan, I. Gkioulekas, and A. C. Sankaranarayanan, “Convolutional approximations to the general non-line-of-sight imaging operator,” ICCV 2019


[] M. Aittala et al., “Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization,” NIPS 2019


[]C. A. Metzler et al., “Deep-inverse correlography: towards real-time high-resolution non-line-of-sight imaging,” Optica,  2020.


[]S. I. Young, D. B. Lindell, B. Girod, D. Taubman, and G. Wetzstein, “Non-line-of-sight surface reconstruction using the directional light-cone transform,” CVPR 2020.


[]M. Isogawa, Y. Yuan, M. O’Toole, and K. M. Kitani, “Optical Non-Line-of-Sight Physics-Based 3D Human Pose Estimation,” CVPR 2020.


[] D. B. Lindell and G. Wetzstein, “Three-dimensional imaging through scattering media based on confocal diffuse tomography,” Nat Commun, vol. 11, no. 1, p. 4517, Dec. 2020


[] Siyuan Shen, Zi Wang, Ping Liu, Zhengqing Pan, Ruiqian Li, Tian Gao, Shiying Li, Jingyi Yu, “Non-line-of-Sight Imaging via Neural Transient Fields”, IEEE T-PAMI, April. 2021


[] X. Feng and L. Gao, “Ultrafast light field tomography for snapshot transient and non-line-of-sight imaging,” Nature Communications, Apr. 2021


[]D. B. Lindell, G. Wetzstein, and M. O’Toole, “

Wave-based non-line-of-sight imaging using fast f-k migration

,”


ACM ToG 2019


github:

MATLAB:

https://github.com/computational-imaging/nlos-fk

Julia:

https://github.com/analytech-solutions/fkMigration.jl

[]S. Xin, S. Nousias, K. N. Kutulakos, A. C. Sankaranarayanan, S. G. Narasimhan, and I. Gkioulekas, “

A Theory of Fermat Paths for Non-Line-of-Sight Shape Reconstruction

,”

CVPR 2019

github:

https://github.com/cmu-ci-lab/nlos_fermat_path

MATLAB,

[]C.-Y. Tsai, A. C. Sankaranarayanan, and I. Gkioulekas, “

Beyond Volumetric Albedo–A Surface Optimization Framework for Non-Line-Of-Sight Imaging

,”

CVPR 2019

github:

https://github.com/cmu-ci-lab/nlos_surface_optimization

[]W. Chen, S. Daneau, F. Mannan, and F. Heide, “

Steady-state Non-Line-of-Sight Imaging

,”

CVPR 2019

github:

https://github.com/wenzhengchen/Steady-state-Non-Line-of-Sight-Imaging

D. B. Lindell, G. Wetzstein, and V. Koltun, “

Acoustic non-line-of-sight imaging

,”

CVPR 2019

github:

https://github.com/computational-imaging/AcousticNLOS

Python

[]B. Ahn, A. Dave, A. Veeraraghavan, I. Gkioulekas, and A. C. Sankaranarayanan, “

Convolutional approximations to the general non-line-of-sight imaging operator

,”

ICCV 2019

github:

https://github.com/ByeongjooAhn/conv_nlos

[] M. Aittala

et al.

, “

Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization

,”

NIPS 2019

github:

https://github.com/prafull7/compmirrors

Project:

http://compmirrors.csail.mit.edu/

Python, Pytorch

[]C. A. Metzler

et al.

, “

Deep-inverse correlography: towards real-time high-resolution non-line-of-sight imaging

,”


Optica


,

2020

.

github:

https://github.com/ricedsp/Deep_Inverse_Correlography

[]S. I. Young, D. B. Lindell, B. Girod, D. Taubman, and G. Wetzstein, “

Non-line-of-sight surface reconstruction using the directional light-cone transform

,”

CVPR 2020

.

github:

https://github.com/computational-imaging/nlos-dlct

[]M. Isogawa, Y. Yuan, M. O’Toole, and K. M. Kitani, “

Optical Non-Line-of-Sight Physics-Based 3D Human Pose Estimation

,”

CVPR 2020

.

github:

https://github.com/marikoisogawa/OpticalNLOSPose


[] D. B. Lindell and G. Wetzstein, “Three-dimensional imaging through scattering media based on confocal diffuse tomography,”

Nat Commun

, vol. 11, no. 1, p. 4517, Dec. 2020

github:

https://github.com/computational-imaging/confocal-diffuse-tomography

[] Siyuan Shen, Zi Wang, Ping Liu, Zhengqing Pan, Ruiqian Li, Tian Gao, Shiying Li, Jingyi Yu, “Non-line-of-Sight Imaging via Neural Transient Fields”, IEEE T-PAMI, April. 2021

paper:

https://arxiv.org/abs/2101.00373

github:

https://github.com/Rushikesh8983/MastersDataScience_Deep-learning-project

[] X. Feng and L. Gao, “Ultrafast light field tomography for snapshot transient and non-line-of-sight imaging,”

Nature Communications

, Apr. 2021

paper:

https://www.nature.com/articles/s41467-021-22461-0/

github:

https://github.com/Computational-Imaging-Hub/LIFT

未完待续



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