Super Resolution Optic Three-dimensional Imaging Based on Compressed Sensing

WANG Feng; LUO Jian-jun; TANG Xing-jia; LI Li-bo; HU Bin-liang

doi:10.3788/gzxb20154403.0328001

[2] DONOHO D L. Compressed sensing［J］. IEEE Transactions on Information Theory, 2006, 52(4): 1289-1306.

[3] TSAIG Y, DONOHO D L. Extensions of compressed sensing［J］. Signal Processing, 2006, 86(3): 549-571.

[4] ROMBERG J. Imaging via compressive sampling［J］. IEEE Signal Processing Magazine, 2008, 25(2): 14-20.

[5] YIN Ji-hao, SUN Jian-yi. Hyperspectral band reconstruction based on compressed sensing theory［J］. Infrared and Laser Engineering, 2014, 43(4): 1260-1264.

[6] JIA Ying-biao, FENG Yan, WANG Zhong-liang, et al. Hyperspectral compressive sensing recovery via spectrum structure similarity［J］. Journal of Electronics & Information Technology, 2014, 36(6): 1406-1412.

[7] JIANG Shan-chao, WANG Jing, SUI Qing-mei, et al. Research on grating spectrum reconstruction based on compressed sensing and its application characteristics［J］. Acta Optica Sinica, 2014, 34(8): 322-326.

[8] WANG Jin-cheng, KUANG Cui-fang, WANG Yi-fan, et al. Multispectral fluorescence microscopic imaging based on compressive sensing［J］. Chinses Journal of Lasers, 2013, 40(12): 118-122.

[9] CHEN Yu-hen, ZHOU Jian-hao, CHEN Xin-hua, et al. Research on principle and experimentation of high-resolution optical compressive spectral imaging［J］. Acta Optica Sinica, 2014, 34(1): 107-112.

[10] MA Yan-peng, WANG Ya-nan, WANG Yi-kun, et al. Study of single-pixel detection computational imaging technology based on compressive sensing［J］. Acta Optica Sinica, 2013, 33(12): 118-124.

[11] JI Zhen-xin, KONG Fan-qiang. Hyperspectral image compressed sensing based on linear filter between bands［J］. Acta Photonica Sinica, 2012, 41(1): 82-86.

[12] SHI Guang-ming, LIU Dan-hua, GAO Da-hua. High-resolution computational spectral imaging of remote sensing based on coded sensing［J］. Spacecraft Recovery & Remote Sensing, 2011, 32(5): 60-66.

[13] PAULINE W W, KYUNGHYUN S, KATHRYN J S, et al. Compressed-sensing multispectral imaging of the postoperative spine［J］. Journal of Magnetic Resonance Imaging, 2013, 37(1): 243-248.

[15] HENRY A, HOOVER F R, GONZALO R A. Spatial super-resolution in code aperture spectral imaging［C］. SPIE, 2012, 83650A: 831-836.

[16] MARCIA R F, WILLETT R M. Compressive coded aperture superresolution image reconstruction［C］. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2008, 3: 833-836.

[17] SARVOTHAM S, BARON D, BARANIUK R G. Fast measurement and reconstruction of sparse signals［C］. 2006 IEEE International Symposium on Information Theory, 2006, 7: 2804-2808.

[18] XU D G, HUANG Y, KANG J U. Real-time compressive sensing spectral domain optical coherence tomography［J］. Optics Letters, 2014, 39(1): 76-79.

[19] ELAD M. Optimized Projections for Compressed Sensing［J］. IEEE Transactions. on Signal Processing, 2007, 55(12): 5695-5699.

[20] SUN Lang, HU Bing-liang, WANG Shuang, et al. Compressive sampling spectral modulated technique［J］. Acta Photonica Sinica, 2013, 42(8): 912-915.