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Compressive Sensing in Microscopy: a Tutorial

  • Andrew Stevens (a1) (a2), Hao Yang (a3), Libor Kovarik (a1), Xin Yuan (a4), Quentin Ramasse (a5), Patricia Abellan (a5), Yunchen Pu (a2), Lawrence Carin (a2) and Nigel D. Browning (a1)...
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Abstract

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References

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[1] Baraniuk., RG IEEE signal processing magazine 24(4.
[2] Stevens, A, Yang, H, Carin, L, et al., Microscopy 63(1 (2014). pp. 41.
[3] Stevens, A, Kovarik, L, Abellan, P, et al., Advanced Structural and Chemical Imaging 1(1 (2015). pp. 1.
[4] Stevens, A, Kovarik, L, Abellan, P, et al., Microscopy and Microanalysis 21(S3 (2015). pp. 1583.
[5] Zhou, M, Chen, H, Paisley, J, et al., Image Processing. IEEE Transactions on 21(1 (2012). pp. 130.
[6] Xing, Z, Zhou, M, Castrodad, A, et al., SIAM Journal on Imaging Sciences 5(1 (2012). pp. 33.
[7] Yuan, X & Pang, S Biomedical Optics Express 7(3 (2016). pp. 746.
[8] Pu, Y, Yuan, X & Carin, L arXiv:14126039.
[9] Pu, Y, Yuan, X, Stevens, A, et al., In AISTATS 2016.
[10] Llull, P, Liao, X, Yuan, X, et al., Optics Express 21(9 (2013). pp. 10526.
[11] Yuan, X, Yang, J, Llull, P, et al., In ICIP 2013 (IEEE).
[12] Yang, J, Yuan, X, Liao, X, et al, Image Processing. IEEE Transactions on 23(11 (2014). pp. 4863.
[13] Yuan, X, Llull, P, Liao, X, et al., In CVPR 2014 (IEEE).
[14] This work was supported in part by US DOE Grant No. DE-FG02-03ER46057. This research is also part of the Chemical Imaging Initiative conducted under the LDRD Program at PNNL and used EMSL, a national scientific user facility sponsored by the DOE Office of Bio & Env. Research at PNNL. PNNL is a multi-program national lab operated by Battelle Memorial Institute under Contract DE-AC05-76RL01830 for the US DOE.

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