TY - GEN
T1 - Endmember extraction by L2,0 constrained sparse dictionary selection
AU - Mei, Shaohui
AU - Du, Qian
AU - He, Mingyi
AU - Wang, Yihang
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/7/2
Y1 - 2015/7/2
N2 - Endmembers play an important role in many hyperspectral remote sensing applications, such as classification and Spectral Mixture Unmixing (SMU). In this paper, by considering endmembers as a small subset of pixels in a hyperspectral image, a sparse Linear Mixture Model (sLMM) is constructed to model the mixed pixels. As a result, an L2,0 based sparse dictionary selection model is proposed for endmember extraction (EE) of hyperspectral images. Moreover, a Simultaneous Orthogonal Matching Pursuit (SOMP) based algorithm is adopted to extract endmembers efficiently. Experimental results on both synthetic and real hyperspectral data demonstrate our proposed EE algorithm outperforms several popular pure-pixel EE algorithms.
AB - Endmembers play an important role in many hyperspectral remote sensing applications, such as classification and Spectral Mixture Unmixing (SMU). In this paper, by considering endmembers as a small subset of pixels in a hyperspectral image, a sparse Linear Mixture Model (sLMM) is constructed to model the mixed pixels. As a result, an L2,0 based sparse dictionary selection model is proposed for endmember extraction (EE) of hyperspectral images. Moreover, a Simultaneous Orthogonal Matching Pursuit (SOMP) based algorithm is adopted to extract endmembers efficiently. Experimental results on both synthetic and real hyperspectral data demonstrate our proposed EE algorithm outperforms several popular pure-pixel EE algorithms.
KW - Endmember Extraction
KW - Simultaneous Orthogonal Matching Pursuit
KW - Sparse Dictionary
KW - Spectral Mixture Unmixing
UR - http://www.scopus.com/inward/record.url?scp=85039170726&partnerID=8YFLogxK
U2 - 10.1109/WHISPERS.2015.8075404
DO - 10.1109/WHISPERS.2015.8075404
M3 - 会议稿件
AN - SCOPUS:85039170726
T3 - Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
BT - 2015 7th Workshop on Hyperspectral Image and Signal Processing
PB - IEEE Computer Society
T2 - 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2015
Y2 - 2 June 2015 through 5 June 2015
ER -