DocumentCode :
2256239
Title :
Intelligent camera cloud computing
Author :
Zhang, Lijing ; Malki, Suleyman ; Spaanenburg, Lambert
Author_Institution :
Dept. of Comput. Sci., Stanford Univ., Stanford, CA, USA
fYear :
2009
fDate :
24-27 May 2009
Firstpage :
1209
Lastpage :
1212
Abstract :
In many industrial automation processes, quality monitoring is based on visual inspection. An example is flat-steel manufacturing, where surface defects need to be monitored. Currently this is performed by extensive image logging and off-line human interpretation. More intensive automation requires gathering quantitative information, but this will easily require a very expensive camera, if feasible at all. Furthermore it poses a burden in guaranteeing proper lighting conditions. The paper describes experiments with a cloud of cameras. It is shown that the use of multiple cameras will not only raise the robustness of the system but also the precision of the measurement. This allows measuring micrometer defects from a distance using a cloud of cheap vision sensors.
Keywords :
cameras; computerised monitoring; image sensors; inspection; intelligent sensors; production engineering computing; quality control; sensor fusion; steel industry; steel manufacture; flat-steel manufacturing; image logging; industrial automation process; intelligent camera cloud computing; micrometer defect measurement; multiple cameras; off-line human interpretation; proper lighting conditions; quality monitoring; surface defects; vision sensors; visual inspection; Cloud computing; Computerized monitoring; Feature extraction; Humans; Innovation management; Intelligent sensors; Manufacturing automation; Sensor arrays; Smart cameras; Technology management;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2009. ISCAS 2009. IEEE International Symposium on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-3827-3
Electronic_ISBN :
978-1-4244-3828-0
Type :
conf
DOI :
10.1109/ISCAS.2009.5117979
Filename :
5117979
Link To Document :
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