DocumentCode :
3707237
Title :
Model-based image reconstruction of chemiluminescence using a plenoptic 2.0 camera
Author :
Hung Nien;Jeffrey A. Fessler;Volker Sick
Author_Institution :
EECS Department, University of Michigan, Ann Arbor
fYear :
2015
Firstpage :
359
Lastpage :
363
Abstract :
Resolving the 3-D structure of translucent objects is of fundamental interest in combustion research. Recent progress in light-field imaging systems provides a single-shot, single-access-point imaging tool for volumetric image reconstruction. However, when a translucent object being imaged has low contrast edges, the conventional block-matching depth reconstruction algorithm used in commercial plenoptic cameras performs poorly. To solve this problem, this paper investigates reconstructing translucent objects using a model-based image reconstruction (MBIR) method. Preliminary simulation results illustrate that useful 3D object information can be resolved using MBIR methods. However, severe z-direction dispersion is observed in the reconstructed images due to the limited angular variation of incident light rays.
Keywords :
"Image reconstruction","Cameras","Lenses","Image resolution","Sensor arrays","Noise measurement"
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2015 IEEE International Conference on
Type :
conf
DOI :
10.1109/ICIP.2015.7350820
Filename :
7350820
Link To Document :
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