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

Table of Contents

[]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.

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[]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

 

未完待续