TY - GEN
T1 - Exploiting sparsity in remote sensing and earth observation
T2 - IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015
AU - Zhu, Xiao Xiang
AU - Bamler, Richard
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/11/10
Y1 - 2015/11/10
N2 - Sparse signals are commonly expected in remote sensing and Earth observation. Along with the significant development of the compressive sensing theory, exploitation of sparsity in remote sensing became a very relevant and active field. Breakthroughs are brought in different remote sensing problems covering synthetic aperture radar, multispectral and hyperspectral image analysis, and LiDAR. Tailored to this special session, this tutorial gives a review, to the best knowledge of the session chair, on recent advances in sparsity exploitation in remote sensing and Earth observation, regarding the theory, applications and future trends.
AB - Sparse signals are commonly expected in remote sensing and Earth observation. Along with the significant development of the compressive sensing theory, exploitation of sparsity in remote sensing became a very relevant and active field. Breakthroughs are brought in different remote sensing problems covering synthetic aperture radar, multispectral and hyperspectral image analysis, and LiDAR. Tailored to this special session, this tutorial gives a review, to the best knowledge of the session chair, on recent advances in sparsity exploitation in remote sensing and Earth observation, regarding the theory, applications and future trends.
KW - compressive sensing
KW - hyperspectral imaging
KW - optical remote sensing
KW - remote sensing
KW - sparsity exploitation
KW - synthetic aperture radar
UR - http://www.scopus.com/inward/record.url?scp=84962593926&partnerID=8YFLogxK
U2 - 10.1109/IGARSS.2015.7326406
DO - 10.1109/IGARSS.2015.7326406
M3 - Conference contribution
AN - SCOPUS:84962593926
T3 - International Geoscience and Remote Sensing Symposium (IGARSS)
SP - 2840
EP - 2843
BT - 2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 26 July 2015 through 31 July 2015
ER -