Title :
Hyperspectral compressive imaging
Author :
Stern, Adrian ; Yitzhak, August ; Farber, Vladimir ; Rivenson, Yair
Author_Institution :
Dept. of Electro-Opt. Eng., Ben-Gurion Univ. of the Negev, Beer-Sheva, Israel
Abstract :
Hyperspectral imaging is a natural field for the implementation of compressive sensing because typical captured hyperspectral datacubes involve large amount of data which is also often very redundant. Compressive hypersepctral systems compress the hyperspectral data already in the acquisition step, thus remedy the severe storage and processing requirements typical to conventional hypersepctral imaging systems. In this paper we overview some hyperspectral compressive imaging techniques that we have developed.
Keywords :
compressed sensing; data acquisition; hyperspectral imaging; image coding; compressive hypersepctral systems; compressive sensing; data acquisition; hyperspectral compressive imaging; hyperspectral data; hyperspectral datacubes; image processing; image storage; Arrays; Cameras; Hyperspectral imaging; Image coding; Sensors; compressed sensing; compressive imaging; compressive sensing; computational imaging;
Conference_Titel :
Information Optics (WIO), 2013 12th Workshop on
Conference_Location :
Puerto de la Cruz
DOI :
10.1109/WIO.2013.6601243