DocumentCode
627137
Title
Influence Of camera imaging pipeline on stereo-matching quality: An experimental study
Author
Georgiev, Mihail ; Gotchev, Atanas ; Hannuksela, Miska
Author_Institution
Tampere Univ. of Technol., Tampere, Finland
fYear
2013
fDate
19-23 May 2013
Firstpage
2908
Lastpage
2911
Abstract
The paper aims at characterizing the role of camera capture process in depth quality estimation by stereo-matching methods. An evaluation software application has been developed which integrates a modular image processing pipeline (IPP) in to the depth estimation process. The application allows for simulating the presence of camera-specific processing artifacts and their influence on the captured stereo imagery in typical imaging scenarios. Furthermore, it allows for benchmarking and optimizing both the depth estimation module and camera capture settings for a jointly-optimal performance.
Keywords
cameras; image matching; pipeline processing; stereo image processing; camera capture process; camera imaging pipeline; camera specific processing artifact; depth estimation process; depth quality estimation; modular image processing pipeline; stereo imagery; stereo matching quality; stereomatching method; Adaptive optics; Cameras; Estimation; Noise; Optical sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (ISCAS), 2013 IEEE International Symposium on
Conference_Location
Beijing
ISSN
0271-4302
Print_ISBN
978-1-4673-5760-9
Type
conf
DOI
10.1109/ISCAS.2013.6572487
Filename
6572487
Link To Document