Title :
Quantitative measurement of oil droplets using compressive digital holography
Author :
Wensheng Chen ; Rehman, S. ; Kai Gong ; Heow Pueh Lee ; Tkalich, Pavel ; Barbastathis, George
Author_Institution :
Dept. of Mech. Eng., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
Compressive holography is applied to characterize the oil droplet in oil spill experiment. The compressive reconstruction method demonstrates good performance in the real experimental data compared with traditional back-propagation based method. The phase transition curve in simulation illustrates the effects of sparsity of object function on the compressive reconstruction success rate, which indicates the effectiveness of free space propagation as a signal mixer in compressive measurement.
Keywords :
backpropagation; compressed sensing; drops; holography; image reconstruction; marine pollution; oils; size measurement; backpropagation based method; compressive digital holography; compressive measurement; compressive reconstruction success rate; free space propagation; oil droplet; oil spill experiment; phase transition curve; quantitative measurement; signal mixer; Compressed sensing; Holography; Image reconstruction; Mathematical model; Scattering; Three-dimensional displays;
Conference_Titel :
OCEANS 2014 - TAIPEI
Conference_Location :
Taipei
Print_ISBN :
978-1-4799-3645-8
DOI :
10.1109/OCEANS-TAIPEI.2014.6964422