Title :
Robust Depth Estimation by Fusion of Stereo and Focus Series Acquired with a Camera Array
Author :
Frese, Christian ; Gheta, Joana
Author_Institution :
Inst. of Comput. Sci. & Eng., Karlsruhe Univ.
Abstract :
In order to obtain depth information from intensity sensors without auxiliary means, an image series is needed, gathered by varying at least the geometrical or focus position of the camera. Each of the fusion methods imposes certain constraints on the observed scene. With the aim of alleviating these restrictions, this contribution presents an algorithm to fuse combined stereo and focus series using energy functionals. A camera array is employed to record the series of images simultaneously
Keywords :
cameras; image fusion; image sensors; stereo image processing; camera array; focus series; intensity sensors; robust depth estimation; stereo fusion; Focusing; Fuses; Image resolution; Intelligent sensors; Layout; Optical arrays; Robot vision systems; Robustness; Sensor arrays; Smart cameras;
Conference_Titel :
Multisensor Fusion and Integration for Intelligent Systems, 2006 IEEE International Conference on
Conference_Location :
Heidelberg
Print_ISBN :
1-4244-0566-1
Electronic_ISBN :
1-4244-0567-X
DOI :
10.1109/MFI.2006.265618