X. Ren, Y. Altmann, R. Tobin, A. Mccarthy, S. Mclaughlin, and G. S. Buller, “Wavelength-time coding for multispectral 3d imaging using single-photon lidar,” Opt.Express 26, 30146–30161 (2018).

F. J. Anscombe, “The transformation of Poisson, binomial and negative-binomial data,” Biometrika 35, 246–254 (1948).

[Crossref]

C. Bruschini, S. Burri, S. Lindner, A. C. Ulku, C. Zhang, I. M. Antolovic, M. Wolf, and E. Charbon, “Monolithic SPAD arrays for high-performance, time-resolved single-photon imaging,” in Proceedings of International Conference on Optical MEMS and Nanophotonics, (IEEE, 2018).

J. Buchholz, J. Krieger, C. Bruschini, S. Burri, A. Ardelean, E. Charbon, and J. Langowski, “Widefield high frame rate single-photon SPAD imagers for SPIM-FCS,” Biophys. J. 114, 2455–2464 (2018).

[Crossref]
[PubMed]

B. F. Aull, A. H. Loomis, D. J. Young, R. M. Heinrichs, B. J. Felton, P. J. Daniels, and D. J. Landers, “Geiger-mode avalanche photodiodes for three-dimensional imaging,” Linc. Lab. J. 13, 335–349 (2002).

L. Azzari and A. Foi, “Variance stabilization for noisy+ estimate combination in iterative Poisson denoising,” IEEE Signal Process. Lett. 23, 1086–1090 (2016).

[Crossref]

L. Azzari and A. Foi, “Variance stabilization in Poisson image deblurring,” in IEEE International Symposium on Biomedical Imaging, (IEEE, 2017), 728–731.

T. Remez, O. Litany, and A. Bronstein, “A picture is worth a billion bits: Real-time image reconstruction from dense binary threshold pixels,” in Proceedings of IEEE International Conference on Computational Photography, (IEEE, 2016), 1–9.

J. Buchholz, J. Krieger, C. Bruschini, S. Burri, A. Ardelean, E. Charbon, and J. Langowski, “Widefield high frame rate single-photon SPAD imagers for SPIM-FCS,” Biophys. J. 114, 2455–2464 (2018).

[Crossref]
[PubMed]

C. Bruschini, S. Burri, S. Lindner, A. C. Ulku, C. Zhang, I. M. Antolovic, M. Wolf, and E. Charbon, “Monolithic SPAD arrays for high-performance, time-resolved single-photon imaging,” in Proceedings of International Conference on Optical MEMS and Nanophotonics, (IEEE, 2018).

P. Chandramouli, S. Burri, C. Bruschini, E. Charbon, and A. Kolb, “A little bit too much? High speed imaging from sparse photon counts,” arXiv preprint arXiv:1811.02396 (2018).

J. Buchholz, J. Krieger, C. Bruschini, S. Burri, A. Ardelean, E. Charbon, and J. Langowski, “Widefield high frame rate single-photon SPAD imagers for SPIM-FCS,” Biophys. J. 114, 2455–2464 (2018).

[Crossref]
[PubMed]

X. Ren, Y. Altmann, R. Tobin, A. Mccarthy, S. Mclaughlin, and G. S. Buller, “Wavelength-time coding for multispectral 3d imaging using single-photon lidar,” Opt.Express 26, 30146–30161 (2018).

J. Buchholz, J. Krieger, C. Bruschini, S. Burri, A. Ardelean, E. Charbon, and J. Langowski, “Widefield high frame rate single-photon SPAD imagers for SPIM-FCS,” Biophys. J. 114, 2455–2464 (2018).

[Crossref]
[PubMed]

C. Bruschini, S. Burri, S. Lindner, A. C. Ulku, C. Zhang, I. M. Antolovic, M. Wolf, and E. Charbon, “Monolithic SPAD arrays for high-performance, time-resolved single-photon imaging,” in Proceedings of International Conference on Optical MEMS and Nanophotonics, (IEEE, 2018).

P. Chandramouli, S. Burri, C. Bruschini, E. Charbon, and A. Kolb, “A little bit too much? High speed imaging from sparse photon counts,” arXiv preprint arXiv:1811.02396 (2018).

N. A. Dutton, I. Gyongy, L. Parmesan, S. Gnecchi, N. Calder, B. R. Rae, S. Pellegrini, L. A. Grant, and R. K. Henderson, “A SPAD-based QVGA image sensor for single-photon counting and quanta imaging,” IEEE Trans. Electron Devices 63, 189–196 (2016).

[Crossref]

O. A. Elgendy and S. H. Chan, “Optimal threshold design for quanta image sensor,” IEEE Trans. Comput. Imag. 4, 99–111 (2018).

S. H. Chan, X. Wang, and O. A. Elgendy, “Plug-and-play ADMM for image restoration: Fixed-point convergence and applications,” IEEE Trans. Comput. Imag. 384–98 (2017).

S. H. Chan, O. A. Elgendy, and X. Wang, “Images from bits: Non-iterative image reconstruction for quanta image sensors,” Sensors 16, 1961 (2016).

[Crossref]
[PubMed]

S. H. Chan and Y. M. Lu, “Efficient image reconstruction for gigapixel quantum image sensors,” in Proceedings of IEEE Global Conference on Signal and Information Processing, (IEEE, 2014), 312–316.

J. H. Choi, O. A. Elgendy, and S. H. Chan, “Image reconstruction for quanta image sensors using deep neural networks,” in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), (IEEE, 2018), 6543–6547.

S. H. Chan, “Performance analysis of plug-and-play admm: A graph signal processing perspective,” IEEE Trans. Comput. Imag. (2019).

[Crossref]

P. Chandramouli, S. Burri, C. Bruschini, E. Charbon, and A. Kolb, “A little bit too much? High speed imaging from sparse photon counts,” arXiv preprint arXiv:1811.02396 (2018).

J. Buchholz, J. Krieger, C. Bruschini, S. Burri, A. Ardelean, E. Charbon, and J. Langowski, “Widefield high frame rate single-photon SPAD imagers for SPIM-FCS,” Biophys. J. 114, 2455–2464 (2018).

[Crossref]
[PubMed]

E. Charbon, “Towards large scale CMOS single-photon detector arrays for lab-on-chip applications,” J. Phys. D: Appl. Phys. 41, 094010 (2008).

[Crossref]

E. Charbon, “Will avalanche photodiode arrays ever reach 1 megapixel,” in Proceedings of International Image Sensor Workshop, (IISS, 2007), 246–249.

C. Bruschini, S. Burri, S. Lindner, A. C. Ulku, C. Zhang, I. M. Antolovic, M. Wolf, and E. Charbon, “Monolithic SPAD arrays for high-performance, time-resolved single-photon imaging,” in Proceedings of International Conference on Optical MEMS and Nanophotonics, (IEEE, 2018).

P. Chandramouli, S. Burri, C. Bruschini, E. Charbon, and A. Kolb, “A little bit too much? High speed imaging from sparse photon counts,” arXiv preprint arXiv:1811.02396 (2018).

J. H. Choi, O. A. Elgendy, and S. H. Chan, “Image reconstruction for quanta image sensors using deep neural networks,” in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), (IEEE, 2018), 6543–6547.

B. F. Aull, A. H. Loomis, D. J. Young, R. M. Heinrichs, B. J. Felton, P. J. Daniels, and D. J. Landers, “Geiger-mode avalanche photodiodes for three-dimensional imaging,” Linc. Lab. J. 13, 335–349 (2002).

G. Jeon and E. Dubois, “Demosaicking of noisy Bayer-sampled color images with least-squares Luma-Chroma demultiplexing and noise level estimation,” IEEE Trans. Image Process. 22, 146–156 (2013).

I. Gyongy, N. A. Dutton, and R. K. Henderson, “Single-photon tracking for high-speed vision,” Sensors 18323 (2018).

[Crossref]

N. A. Dutton, I. Gyongy, L. Parmesan, and R. K. Henderson, “Single photon counting performance and noise analysis of CMOS SPAD-based image sensors,” Sensors 161122 (2016).

[Crossref]
[PubMed]

N. A. Dutton, I. Gyongy, L. Parmesan, S. Gnecchi, N. Calder, B. R. Rae, S. Pellegrini, L. A. Grant, and R. K. Henderson, “A SPAD-based QVGA image sensor for single-photon counting and quanta imaging,” IEEE Trans. Electron Devices 63, 189–196 (2016).

[Crossref]

N. A. W. Dutton, L. Parmesan, A. J. Holmes, L. A. Grant, and R. K. Henderson, “320×240 oversampled digital single photon counting image sensor,” in Proceedings of IEEE 2014 Symposium on VLSI Circuits Digest of Technical Papers, (IEEE, 2014).

O. A. Elgendy and S. H. Chan, “Optimal threshold design for quanta image sensor,” IEEE Trans. Comput. Imag. 4, 99–111 (2018).

S. H. Chan, X. Wang, and O. A. Elgendy, “Plug-and-play ADMM for image restoration: Fixed-point convergence and applications,” IEEE Trans. Comput. Imag. 384–98 (2017).

S. H. Chan, O. A. Elgendy, and X. Wang, “Images from bits: Non-iterative image reconstruction for quanta image sensors,” Sensors 16, 1961 (2016).

[Crossref]
[PubMed]

J. H. Choi, O. A. Elgendy, and S. H. Chan, “Image reconstruction for quanta image sensors using deep neural networks,” in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), (IEEE, 2018), 6543–6547.

B. F. Aull, A. H. Loomis, D. J. Young, R. M. Heinrichs, B. J. Felton, P. J. Daniels, and D. J. Landers, “Geiger-mode avalanche photodiodes for three-dimensional imaging,” Linc. Lab. J. 13, 335–349 (2002).

L. Azzari and A. Foi, “Variance stabilization for noisy+ estimate combination in iterative Poisson denoising,” IEEE Signal Process. Lett. 23, 1086–1090 (2016).

[Crossref]

M. Makitalo and A. Foi, “Optimal inversion of the Anscombe transformation in low-count Poisson image denoising,” IEEE Trans. Image Process., 20, 99–109 (2011).

[Crossref]

A. Foi, “Noise estimation and removal in MR imaging: The variance-stabilization approach,” in Proceedings of International symposium on biomedical imaging: from nano to macro, (IEEE, 2011), 1809–1814.

L. Azzari and A. Foi, “Variance stabilization in Poisson image deblurring,” in IEEE International Symposium on Biomedical Imaging, (IEEE, 2017), 728–731.

J. Ma, S. Masoodian, D. A. Starkey, and E. R. Fossum, “Photon-number-resolving megapixel image sensor at room temperature without avalanche gain,” Optica 4, 1474–1481 (2017).

[Crossref]

J. Ma and E. R. Fossum, “A pump-gate jot device with high conversion gain for a quanta image sensor,” IEEE J. Electron Devices Soc. 3, 73–77 (2015).

J. Ma and E. R. Fossum, “Quanta image sensor jot with sub 0.3 e-rms read noise and photon counting capability,” IEEE Electron Device Lett. 36, 926–928 (2015).

[Crossref]

E. R. Fossum, “Some Thoughts on Future Digital Still Cameras,” in Image Sensors and Signal Processing for Digital Still Cameras, (CRC, 2006), 305–314.

E. R. Fossum, “Gigapixel digital film sensor (DFS) proposal,” in Nanospace Manipulation of Photons and Electrons for Nanovision Systems, The 7th Takayanagi Kenjiro Memorial Symposium and the 2nd International Symposium on Nanovision Science, Hamamatsu, Japan, (2005).

E. R. Fossum, “Active pixel sensors: Are CCDs dinosaurs?” in Charge-Coupled Devices and Solid State Optical Sensors III, vol. 1900 (International Society for Optics and Photonics, 1993), 2–15.

S. Masoodian, J. Ma, D. Starkey, Y. Yamashita, and E. R. Fossum, “A 1Mjot 1040fps 0.22 e-rms stacked BSI quanta image sensor with Cluster-Parallel Readout,” in Proceedings of the International Image Sensor Workshop, vol. 30 (IISS, 2017), 230–233.

N. A. Dutton, I. Gyongy, L. Parmesan, S. Gnecchi, N. Calder, B. R. Rae, S. Pellegrini, L. A. Grant, and R. K. Henderson, “A SPAD-based QVGA image sensor for single-photon counting and quanta imaging,” IEEE Trans. Electron Devices 63, 189–196 (2016).

[Crossref]

N. A. Dutton, I. Gyongy, L. Parmesan, S. Gnecchi, N. Calder, B. R. Rae, S. Pellegrini, L. A. Grant, and R. K. Henderson, “A SPAD-based QVGA image sensor for single-photon counting and quanta imaging,” IEEE Trans. Electron Devices 63, 189–196 (2016).

[Crossref]

N. A. W. Dutton, L. Parmesan, A. J. Holmes, L. A. Grant, and R. K. Henderson, “320×240 oversampled digital single photon counting image sensor,” in Proceedings of IEEE 2014 Symposium on VLSI Circuits Digest of Technical Papers, (IEEE, 2014).

I. Gyongy, N. A. Dutton, and R. K. Henderson, “Single-photon tracking for high-speed vision,” Sensors 18323 (2018).

[Crossref]

N. A. Dutton, I. Gyongy, L. Parmesan, and R. K. Henderson, “Single photon counting performance and noise analysis of CMOS SPAD-based image sensors,” Sensors 161122 (2016).

[Crossref]
[PubMed]

N. A. Dutton, I. Gyongy, L. Parmesan, S. Gnecchi, N. Calder, B. R. Rae, S. Pellegrini, L. A. Grant, and R. K. Henderson, “A SPAD-based QVGA image sensor for single-photon counting and quanta imaging,” IEEE Trans. Electron Devices 63, 189–196 (2016).

[Crossref]

B. F. Aull, A. H. Loomis, D. J. Young, R. M. Heinrichs, B. J. Felton, P. J. Daniels, and D. J. Landers, “Geiger-mode avalanche photodiodes for three-dimensional imaging,” Linc. Lab. J. 13, 335–349 (2002).

I. Gyongy, N. A. Dutton, and R. K. Henderson, “Single-photon tracking for high-speed vision,” Sensors 18323 (2018).

[Crossref]

N. A. Dutton, I. Gyongy, L. Parmesan, and R. K. Henderson, “Single photon counting performance and noise analysis of CMOS SPAD-based image sensors,” Sensors 161122 (2016).

[Crossref]
[PubMed]

N. A. Dutton, I. Gyongy, L. Parmesan, S. Gnecchi, N. Calder, B. R. Rae, S. Pellegrini, L. A. Grant, and R. K. Henderson, “A SPAD-based QVGA image sensor for single-photon counting and quanta imaging,” IEEE Trans. Electron Devices 63, 189–196 (2016).

[Crossref]

N. A. W. Dutton, L. Parmesan, A. J. Holmes, L. A. Grant, and R. K. Henderson, “320×240 oversampled digital single photon counting image sensor,” in Proceedings of IEEE 2014 Symposium on VLSI Circuits Digest of Technical Papers, (IEEE, 2014).

J. T. Korneliussen and K. Hirakawa, “Camera processing with chromatic aberration,” IEEE Trans. on Image Process. 23, 4539– 4552 (2014).

[Crossref]

K. Hirakawa, X. Meng, and P. J. Wolfe, “A framework for wavelet-based analysis and processing of color filter array images with applications to denoising and demosaicing,” in IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 1 (IEEE, 2007), 597–600.

N. A. W. Dutton, L. Parmesan, A. J. Holmes, L. A. Grant, and R. K. Henderson, “320×240 oversampled digital single photon counting image sensor,” in Proceedings of IEEE 2014 Symposium on VLSI Circuits Digest of Technical Papers, (IEEE, 2014).

J. Hynecek, “Impactron-a new solid state image intensifier,” IEEE Trans. Electron Devices 48, 2238–2241 (2001).

[Crossref]

G. Jeon and E. Dubois, “Demosaicking of noisy Bayer-sampled color images with least-squares Luma-Chroma demultiplexing and noise level estimation,” IEEE Trans. Image Process. 22, 146–156 (2013).

P. Chandramouli, S. Burri, C. Bruschini, E. Charbon, and A. Kolb, “A little bit too much? High speed imaging from sparse photon counts,” arXiv preprint arXiv:1811.02396 (2018).

J. T. Korneliussen and K. Hirakawa, “Camera processing with chromatic aberration,” IEEE Trans. on Image Process. 23, 4539– 4552 (2014).

[Crossref]

J. Buchholz, J. Krieger, C. Bruschini, S. Burri, A. Ardelean, E. Charbon, and J. Langowski, “Widefield high frame rate single-photon SPAD imagers for SPIM-FCS,” Biophys. J. 114, 2455–2464 (2018).

[Crossref]
[PubMed]

B. F. Aull, A. H. Loomis, D. J. Young, R. M. Heinrichs, B. J. Felton, P. J. Daniels, and D. J. Landers, “Geiger-mode avalanche photodiodes for three-dimensional imaging,” Linc. Lab. J. 13, 335–349 (2002).

J. Buchholz, J. Krieger, C. Bruschini, S. Burri, A. Ardelean, E. Charbon, and J. Langowski, “Widefield high frame rate single-photon SPAD imagers for SPIM-FCS,” Biophys. J. 114, 2455–2464 (2018).

[Crossref]
[PubMed]

C. Bruschini, S. Burri, S. Lindner, A. C. Ulku, C. Zhang, I. M. Antolovic, M. Wolf, and E. Charbon, “Monolithic SPAD arrays for high-performance, time-resolved single-photon imaging,” in Proceedings of International Conference on Optical MEMS and Nanophotonics, (IEEE, 2018).

T. Remez, O. Litany, and A. Bronstein, “A picture is worth a billion bits: Real-time image reconstruction from dense binary threshold pixels,” in Proceedings of IEEE International Conference on Computational Photography, (IEEE, 2016), 1–9.

B. F. Aull, A. H. Loomis, D. J. Young, R. M. Heinrichs, B. J. Felton, P. J. Daniels, and D. J. Landers, “Geiger-mode avalanche photodiodes for three-dimensional imaging,” Linc. Lab. J. 13, 335–349 (2002).

F. Yang, Y. M. Lu, L. Sbaiz, and M. Vetterli, “Bits from photons: Oversampled image acquisition using binary Poisson statistics,” IEEE Trans. Image Process. 21, 1421–1436 (2012).

S. H. Chan and Y. M. Lu, “Efficient image reconstruction for gigapixel quantum image sensors,” in Proceedings of IEEE Global Conference on Signal and Information Processing, (IEEE, 2014), 312–316.

F. Yang, Y. M. Lu, L. Sbaiz, and M. Vetterli, “An optimal algorithm for reconstructing images from binary measurements,” in Computational Imaging VIII, vol. 7533 (International Society for Optics and Photonics, 2010), 75330K.

[Crossref]

R. A. Rojas, W. Luo, V. Murray, and Y. M. Lu, “Learning optimal parameters for binary sensing image reconstruction algorithms,” in Proceedings of IEEE International Conference on Image Processing, (IEEE, 2017), 2791–2795.

R. A. Rojas, W. Luo, V. Murray, and Y. M. Lu, “Learning optimal parameters for binary sensing image reconstruction algorithms,” in Proceedings of IEEE International Conference on Image Processing, (IEEE, 2017), 2791–2795.

J. Ma, S. Masoodian, D. A. Starkey, and E. R. Fossum, “Photon-number-resolving megapixel image sensor at room temperature without avalanche gain,” Optica 4, 1474–1481 (2017).

[Crossref]

J. Ma and E. R. Fossum, “A pump-gate jot device with high conversion gain for a quanta image sensor,” IEEE J. Electron Devices Soc. 3, 73–77 (2015).

J. Ma and E. R. Fossum, “Quanta image sensor jot with sub 0.3 e-rms read noise and photon counting capability,” IEEE Electron Device Lett. 36, 926–928 (2015).

[Crossref]

S. Masoodian, J. Ma, D. Starkey, Y. Yamashita, and E. R. Fossum, “A 1Mjot 1040fps 0.22 e-rms stacked BSI quanta image sensor with Cluster-Parallel Readout,” in Proceedings of the International Image Sensor Workshop, vol. 30 (IISS, 2017), 230–233.

M. Makitalo and A. Foi, “Optimal inversion of the Anscombe transformation in low-count Poisson image denoising,” IEEE Trans. Image Process., 20, 99–109 (2011).

[Crossref]

J. Ma, S. Masoodian, D. A. Starkey, and E. R. Fossum, “Photon-number-resolving megapixel image sensor at room temperature without avalanche gain,” Optica 4, 1474–1481 (2017).

[Crossref]

S. Masoodian, J. Ma, D. Starkey, Y. Yamashita, and E. R. Fossum, “A 1Mjot 1040fps 0.22 e-rms stacked BSI quanta image sensor with Cluster-Parallel Readout,” in Proceedings of the International Image Sensor Workshop, vol. 30 (IISS, 2017), 230–233.

X. Ren, Y. Altmann, R. Tobin, A. Mccarthy, S. Mclaughlin, and G. S. Buller, “Wavelength-time coding for multispectral 3d imaging using single-photon lidar,” Opt.Express 26, 30146–30161 (2018).

X. Ren, Y. Altmann, R. Tobin, A. Mccarthy, S. Mclaughlin, and G. S. Buller, “Wavelength-time coding for multispectral 3d imaging using single-photon lidar,” Opt.Express 26, 30146–30161 (2018).

K. Hirakawa, X. Meng, and P. J. Wolfe, “A framework for wavelet-based analysis and processing of color filter array images with applications to denoising and demosaicing,” in IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 1 (IEEE, 2007), 597–600.

R. A. Rojas, W. Luo, V. Murray, and Y. M. Lu, “Learning optimal parameters for binary sensing image reconstruction algorithms,” in Proceedings of IEEE International Conference on Image Processing, (IEEE, 2017), 2791–2795.

N. A. Dutton, I. Gyongy, L. Parmesan, S. Gnecchi, N. Calder, B. R. Rae, S. Pellegrini, L. A. Grant, and R. K. Henderson, “A SPAD-based QVGA image sensor for single-photon counting and quanta imaging,” IEEE Trans. Electron Devices 63, 189–196 (2016).

[Crossref]

N. A. Dutton, I. Gyongy, L. Parmesan, and R. K. Henderson, “Single photon counting performance and noise analysis of CMOS SPAD-based image sensors,” Sensors 161122 (2016).

[Crossref]
[PubMed]

N. A. W. Dutton, L. Parmesan, A. J. Holmes, L. A. Grant, and R. K. Henderson, “320×240 oversampled digital single photon counting image sensor,” in Proceedings of IEEE 2014 Symposium on VLSI Circuits Digest of Technical Papers, (IEEE, 2014).

N. A. Dutton, I. Gyongy, L. Parmesan, S. Gnecchi, N. Calder, B. R. Rae, S. Pellegrini, L. A. Grant, and R. K. Henderson, “A SPAD-based QVGA image sensor for single-photon counting and quanta imaging,” IEEE Trans. Electron Devices 63, 189–196 (2016).

[Crossref]

N. A. Dutton, I. Gyongy, L. Parmesan, S. Gnecchi, N. Calder, B. R. Rae, S. Pellegrini, L. A. Grant, and R. K. Henderson, “A SPAD-based QVGA image sensor for single-photon counting and quanta imaging,” IEEE Trans. Electron Devices 63, 189–196 (2016).

[Crossref]

T. Remez, O. Litany, and A. Bronstein, “A picture is worth a billion bits: Real-time image reconstruction from dense binary threshold pixels,” in Proceedings of IEEE International Conference on Computational Photography, (IEEE, 2016), 1–9.

X. Ren, Y. Altmann, R. Tobin, A. Mccarthy, S. Mclaughlin, and G. S. Buller, “Wavelength-time coding for multispectral 3d imaging using single-photon lidar,” Opt.Express 26, 30146–30161 (2018).

R. A. Rojas, W. Luo, V. Murray, and Y. M. Lu, “Learning optimal parameters for binary sensing image reconstruction algorithms,” in Proceedings of IEEE International Conference on Image Processing, (IEEE, 2017), 2791–2795.

F. Yang, Y. M. Lu, L. Sbaiz, and M. Vetterli, “Bits from photons: Oversampled image acquisition using binary Poisson statistics,” IEEE Trans. Image Process. 21, 1421–1436 (2012).

F. Yang, Y. M. Lu, L. Sbaiz, and M. Vetterli, “An optimal algorithm for reconstructing images from binary measurements,” in Computational Imaging VIII, vol. 7533 (International Society for Optics and Photonics, 2010), 75330K.

[Crossref]

S. Masoodian, J. Ma, D. Starkey, Y. Yamashita, and E. R. Fossum, “A 1Mjot 1040fps 0.22 e-rms stacked BSI quanta image sensor with Cluster-Parallel Readout,” in Proceedings of the International Image Sensor Workshop, vol. 30 (IISS, 2017), 230–233.

X. Ren, Y. Altmann, R. Tobin, A. Mccarthy, S. Mclaughlin, and G. S. Buller, “Wavelength-time coding for multispectral 3d imaging using single-photon lidar,” Opt.Express 26, 30146–30161 (2018).

C. Bruschini, S. Burri, S. Lindner, A. C. Ulku, C. Zhang, I. M. Antolovic, M. Wolf, and E. Charbon, “Monolithic SPAD arrays for high-performance, time-resolved single-photon imaging,” in Proceedings of International Conference on Optical MEMS and Nanophotonics, (IEEE, 2018).

F. Yang, Y. M. Lu, L. Sbaiz, and M. Vetterli, “Bits from photons: Oversampled image acquisition using binary Poisson statistics,” IEEE Trans. Image Process. 21, 1421–1436 (2012).

F. Yang, Y. M. Lu, L. Sbaiz, and M. Vetterli, “An optimal algorithm for reconstructing images from binary measurements,” in Computational Imaging VIII, vol. 7533 (International Society for Optics and Photonics, 2010), 75330K.

[Crossref]

S. H. Chan, X. Wang, and O. A. Elgendy, “Plug-and-play ADMM for image restoration: Fixed-point convergence and applications,” IEEE Trans. Comput. Imag. 384–98 (2017).

S. H. Chan, O. A. Elgendy, and X. Wang, “Images from bits: Non-iterative image reconstruction for quanta image sensors,” Sensors 16, 1961 (2016).

[Crossref]
[PubMed]

C. Bruschini, S. Burri, S. Lindner, A. C. Ulku, C. Zhang, I. M. Antolovic, M. Wolf, and E. Charbon, “Monolithic SPAD arrays for high-performance, time-resolved single-photon imaging,” in Proceedings of International Conference on Optical MEMS and Nanophotonics, (IEEE, 2018).

K. Hirakawa, X. Meng, and P. J. Wolfe, “A framework for wavelet-based analysis and processing of color filter array images with applications to denoising and demosaicing,” in IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 1 (IEEE, 2007), 597–600.

S. Masoodian, J. Ma, D. Starkey, Y. Yamashita, and E. R. Fossum, “A 1Mjot 1040fps 0.22 e-rms stacked BSI quanta image sensor with Cluster-Parallel Readout,” in Proceedings of the International Image Sensor Workshop, vol. 30 (IISS, 2017), 230–233.

F. Yang, Y. M. Lu, L. Sbaiz, and M. Vetterli, “Bits from photons: Oversampled image acquisition using binary Poisson statistics,” IEEE Trans. Image Process. 21, 1421–1436 (2012).

F. Yang, Y. M. Lu, L. Sbaiz, and M. Vetterli, “An optimal algorithm for reconstructing images from binary measurements,” in Computational Imaging VIII, vol. 7533 (International Society for Optics and Photonics, 2010), 75330K.

[Crossref]

B. F. Aull, A. H. Loomis, D. J. Young, R. M. Heinrichs, B. J. Felton, P. J. Daniels, and D. J. Landers, “Geiger-mode avalanche photodiodes for three-dimensional imaging,” Linc. Lab. J. 13, 335–349 (2002).

C. Bruschini, S. Burri, S. Lindner, A. C. Ulku, C. Zhang, I. M. Antolovic, M. Wolf, and E. Charbon, “Monolithic SPAD arrays for high-performance, time-resolved single-photon imaging,” in Proceedings of International Conference on Optical MEMS and Nanophotonics, (IEEE, 2018).

F. J. Anscombe, “The transformation of Poisson, binomial and negative-binomial data,” Biometrika 35, 246–254 (1948).

[Crossref]

J. Buchholz, J. Krieger, C. Bruschini, S. Burri, A. Ardelean, E. Charbon, and J. Langowski, “Widefield high frame rate single-photon SPAD imagers for SPIM-FCS,” Biophys. J. 114, 2455–2464 (2018).

[Crossref]
[PubMed]

J. Ma and E. R. Fossum, “Quanta image sensor jot with sub 0.3 e-rms read noise and photon counting capability,” IEEE Electron Device Lett. 36, 926–928 (2015).

[Crossref]

J. Ma and E. R. Fossum, “A pump-gate jot device with high conversion gain for a quanta image sensor,” IEEE J. Electron Devices Soc. 3, 73–77 (2015).

L. Azzari and A. Foi, “Variance stabilization for noisy+ estimate combination in iterative Poisson denoising,” IEEE Signal Process. Lett. 23, 1086–1090 (2016).

[Crossref]

O. A. Elgendy and S. H. Chan, “Optimal threshold design for quanta image sensor,” IEEE Trans. Comput. Imag. 4, 99–111 (2018).

S. H. Chan, X. Wang, and O. A. Elgendy, “Plug-and-play ADMM for image restoration: Fixed-point convergence and applications,” IEEE Trans. Comput. Imag. 384–98 (2017).

J. Hynecek, “Impactron-a new solid state image intensifier,” IEEE Trans. Electron Devices 48, 2238–2241 (2001).

[Crossref]

N. A. Dutton, I. Gyongy, L. Parmesan, S. Gnecchi, N. Calder, B. R. Rae, S. Pellegrini, L. A. Grant, and R. K. Henderson, “A SPAD-based QVGA image sensor for single-photon counting and quanta imaging,” IEEE Trans. Electron Devices 63, 189–196 (2016).

[Crossref]

M. Makitalo and A. Foi, “Optimal inversion of the Anscombe transformation in low-count Poisson image denoising,” IEEE Trans. Image Process., 20, 99–109 (2011).

[Crossref]

G. Jeon and E. Dubois, “Demosaicking of noisy Bayer-sampled color images with least-squares Luma-Chroma demultiplexing and noise level estimation,” IEEE Trans. Image Process. 22, 146–156 (2013).

F. Yang, Y. M. Lu, L. Sbaiz, and M. Vetterli, “Bits from photons: Oversampled image acquisition using binary Poisson statistics,” IEEE Trans. Image Process. 21, 1421–1436 (2012).

J. T. Korneliussen and K. Hirakawa, “Camera processing with chromatic aberration,” IEEE Trans. on Image Process. 23, 4539– 4552 (2014).

[Crossref]

E. Charbon, “Towards large scale CMOS single-photon detector arrays for lab-on-chip applications,” J. Phys. D: Appl. Phys. 41, 094010 (2008).

[Crossref]

B. F. Aull, A. H. Loomis, D. J. Young, R. M. Heinrichs, B. J. Felton, P. J. Daniels, and D. J. Landers, “Geiger-mode avalanche photodiodes for three-dimensional imaging,” Linc. Lab. J. 13, 335–349 (2002).

X. Ren, Y. Altmann, R. Tobin, A. Mccarthy, S. Mclaughlin, and G. S. Buller, “Wavelength-time coding for multispectral 3d imaging using single-photon lidar,” Opt.Express 26, 30146–30161 (2018).

N. A. Dutton, I. Gyongy, L. Parmesan, and R. K. Henderson, “Single photon counting performance and noise analysis of CMOS SPAD-based image sensors,” Sensors 161122 (2016).

[Crossref]
[PubMed]

I. Gyongy, N. A. Dutton, and R. K. Henderson, “Single-photon tracking for high-speed vision,” Sensors 18323 (2018).

[Crossref]

S. H. Chan, O. A. Elgendy, and X. Wang, “Images from bits: Non-iterative image reconstruction for quanta image sensors,” Sensors 16, 1961 (2016).

[Crossref]
[PubMed]

K. Hirakawa, X. Meng, and P. J. Wolfe, “A framework for wavelet-based analysis and processing of color filter array images with applications to denoising and demosaicing,” in IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 1 (IEEE, 2007), 597–600.

S. H. Chan, “Performance analysis of plug-and-play admm: A graph signal processing perspective,” IEEE Trans. Comput. Imag. (2019).

[Crossref]

A. Foi, “Noise estimation and removal in MR imaging: The variance-stabilization approach,” in Proceedings of International symposium on biomedical imaging: from nano to macro, (IEEE, 2011), 1809–1814.

“Zylus 4.2 PLUS,” https://andor.oxinst.com/products/scmos-camera-series/zyla-4-2-scmos . Accessed: 2019-04-21.

F. Yang, Y. M. Lu, L. Sbaiz, and M. Vetterli, “An optimal algorithm for reconstructing images from binary measurements,” in Computational Imaging VIII, vol. 7533 (International Society for Optics and Photonics, 2010), 75330K.

[Crossref]

T. Remez, O. Litany, and A. Bronstein, “A picture is worth a billion bits: Real-time image reconstruction from dense binary threshold pixels,” in Proceedings of IEEE International Conference on Computational Photography, (IEEE, 2016), 1–9.

J. H. Choi, O. A. Elgendy, and S. H. Chan, “Image reconstruction for quanta image sensors using deep neural networks,” in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), (IEEE, 2018), 6543–6547.

P. Chandramouli, S. Burri, C. Bruschini, E. Charbon, and A. Kolb, “A little bit too much? High speed imaging from sparse photon counts,” arXiv preprint arXiv:1811.02396 (2018).

R. A. Rojas, W. Luo, V. Murray, and Y. M. Lu, “Learning optimal parameters for binary sensing image reconstruction algorithms,” in Proceedings of IEEE International Conference on Image Processing, (IEEE, 2017), 2791–2795.

L. Azzari and A. Foi, “Variance stabilization in Poisson image deblurring,” in IEEE International Symposium on Biomedical Imaging, (IEEE, 2017), 728–731.

N. A. W. Dutton, L. Parmesan, A. J. Holmes, L. A. Grant, and R. K. Henderson, “320×240 oversampled digital single photon counting image sensor,” in Proceedings of IEEE 2014 Symposium on VLSI Circuits Digest of Technical Papers, (IEEE, 2014).

C. Bruschini, S. Burri, S. Lindner, A. C. Ulku, C. Zhang, I. M. Antolovic, M. Wolf, and E. Charbon, “Monolithic SPAD arrays for high-performance, time-resolved single-photon imaging,” in Proceedings of International Conference on Optical MEMS and Nanophotonics, (IEEE, 2018).

S. H. Chan and Y. M. Lu, “Efficient image reconstruction for gigapixel quantum image sensors,” in Proceedings of IEEE Global Conference on Signal and Information Processing, (IEEE, 2014), 312–316.

E. R. Fossum, “Some Thoughts on Future Digital Still Cameras,” in Image Sensors and Signal Processing for Digital Still Cameras, (CRC, 2006), 305–314.

E. R. Fossum, “Gigapixel digital film sensor (DFS) proposal,” in Nanospace Manipulation of Photons and Electrons for Nanovision Systems, The 7th Takayanagi Kenjiro Memorial Symposium and the 2nd International Symposium on Nanovision Science, Hamamatsu, Japan, (2005).

E. R. Fossum, “Active pixel sensors: Are CCDs dinosaurs?” in Charge-Coupled Devices and Solid State Optical Sensors III, vol. 1900 (International Society for Optics and Photonics, 1993), 2–15.

E. Charbon, “Will avalanche photodiode arrays ever reach 1 megapixel,” in Proceedings of International Image Sensor Workshop, (IISS, 2007), 246–249.

S. Masoodian, J. Ma, D. Starkey, Y. Yamashita, and E. R. Fossum, “A 1Mjot 1040fps 0.22 e-rms stacked BSI quanta image sensor with Cluster-Parallel Readout,” in Proceedings of the International Image Sensor Workshop, vol. 30 (IISS, 2017), 230–233.