Spectral Image Unmixing From Optimal Coded-Aperture Compressive Measurements

作者: Ana Ramirez , Gonzalo R. Arce , Brian M. Sadler

DOI: 10.1109/TGRS.2014.2322820

关键词:

摘要: … This paper aims at developing a spectral unmixing algorithm directly from compressive measurements acquired using the coded-aperture snapshot spectral imaging (CASSI) system. …

参考文章(22)
Alexandre Borghi, Jérôme Darbon, Sylvain Peyronnet, Tony F. Chan, Stanley Osher, A Simple Compressive Sensing Algorithm for Parallel Many-Core Architectures Journal of Signal Processing Systems. ,vol. 71, pp. 1- 20 ,(2013) , 10.1007/S11265-012-0671-9
Mohammad Golbabaee, Simon Arberet, Pierre Vandergheynst, Compressive Source Separation: Theory and Methods for Hyperspectral Imaging IEEE Transactions on Image Processing. ,vol. 22, pp. 5096- 5110 ,(2013) , 10.1109/TIP.2013.2281405
Ting Sun, Kevin Kelly, Compressive Sensing Hyperspectral Imager Frontiers in Optics 2009/Laser Science XXV/Fall 2009 OSA Optics & Photonics Technical Digest (2009), paper CTuA5. ,(2009) , 10.1364/COSI.2009.CTUA5
Chengbo Li, Ting Sun, K. F. Kelly, Yin Zhang, A Compressive Sensing and Unmixing Scheme for Hyperspectral Data Processing IEEE Transactions on Image Processing. ,vol. 21, pp. 1200- 1210 ,(2012) , 10.1109/TIP.2011.2167626
Jose M. Bioucas-Dias, Mario A. T. Figueiredo, Alternating direction algorithms for constrained sparse regression: Application to hyperspectral unmixing workshop on hyperspectral image and signal processing: evolution in remote sensing. pp. 1- 4 ,(2010) , 10.1109/WHISPERS.2010.5594963
Ashwin Wagadarikar, Renu John, Rebecca Willett, David Brady, Single disperser design for coded aperture snapshot spectral imaging Applied Optics. ,vol. 47, ,(2008) , 10.1364/AO.47.000B44
Jose M. Bioucas-Dias, Antonio Plaza, Gustavo Camps-Valls, Paul Scheunders, Nasser Nasrabadi, Jocelyn Chanussot, Hyperspectral Remote Sensing Data Analysis and Future Challenges IEEE Geoscience and Remote Sensing Magazine. ,vol. 1, pp. 6- 36 ,(2013) , 10.1109/MGRS.2013.2244672
A.M. Baldridge, S.J. Hook, C.I. Grove, G. Rivera, The ASTER spectral library version 2.0 Remote Sensing of Environment. ,vol. 113, pp. 711- 715 ,(2009) , 10.1016/J.RSE.2008.11.007
Henry Arguello, Claudia V. Correa, Gonzalo R. Arce, Fast lapped block reconstructions in compressive spectral imaging Applied Optics. ,vol. 52, ,(2013) , 10.1364/AO.52.000D32
MÁrio A. T. Figueiredo, Robert D. Nowak, Stephen J. Wright, Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems IEEE Journal of Selected Topics in Signal Processing. ,vol. 1, pp. 586- 597 ,(2007) , 10.1109/JSTSP.2007.910281