Title :
Compressive imaging for superresolution from a single exposure
Author :
Stern, Adrian ; Rivenson, Yair ; Javidi, Bahram
Author_Institution :
Ben-Gurion Univ. of the Negev, Beer-Sheva, Israel
Abstract :
Superresolution is typically achieved by taking multiple slightly different exposures. Here we present a superresolution technique that requires only a single exposure. Inspired by the compressive sensing approach that takes advantage of the information redundancy in typical images we show that true superresolution is feasible from a single exposure. The single shot superresolution system is based on the well known double random phase encoding setup which was broadly investigated for its encryption purposes. It is shown that combining double random phase encoding imaging with a compressive sensing based reconstruction technique, can super-resolve both diffraction and geometrical limited resolution imaging.
Keywords :
image coding; image reconstruction; image resolution; optical images; optical information processing; compressive imaging; diffraction limited resolution imaging; double random phase encoding; encryption; geometrical limited resolution imaging; information redundancy; optical images; reconstruction technique; superresolution; Image coding; Imaging; Optical diffraction; Optical sensors; Spatial resolution;
Conference_Titel :
Information Optics (WIO), 2010 9th Euro-American Workshop on
Conference_Location :
Helsinki
Print_ISBN :
978-1-4244-8226-9
Electronic_ISBN :
978-1-4244-8227-6
DOI :
10.1109/WIO.2010.5582488