DocumentCode :
2759046
Title :
Non-digitizing Data Restoration with Using Indirect Data Processing
Author :
Gelfeld, Tatiana M. ; Reiner, Miriam
Author_Institution :
Lab. of Virtual Reality & Neurocognition, Technion - Israel Inst. of Technol., Haifa, Israel
fYear :
2009
fDate :
15-20 Nov. 2009
Firstpage :
220
Lastpage :
226
Abstract :
In this study, we proposed the method of automatics searching predefined events location in digital images of old paper-tape data recording, which in essence is indirect processing. The main idea of proposed algorithm is isomorphic transformation of paper-tape digital images to the time-serial data. The time-serial data obtained by this transformation is clustered and classified to obtain the positions of predefined events in digital paper-tape-images. The regular approach to data processing (pattern recognition for image or advanced image processing) is very laborious. In most cases only part of information contained in paper tape is interesting. The method can be used as preliminary estimation amount information and position in a paper-tape of this information before more sophisticated data processing. Proposed algorithm is fast and has sufficient good quality of data restoration for the positioning of predefined events.
Keywords :
image restoration; data restoration; digital paper-tape-images; indirect data processing; pattern recognition; predefined events location; time series data; Clustering algorithms; Data mining; Data processing; Digital images; Image processing; Image restoration; Laboratories; Pattern recognition; Software algorithms; Timing; classification; clustering; data restoration; indirect processing; pattern recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Future Computing, Service Computation, Cognitive, Adaptive, Content, Patterns, 2009. COMPUTATIONWORLD '09. Computation World:
Conference_Location :
Athens
Print_ISBN :
978-1-4244-5166-1
Electronic_ISBN :
978-0-7695-3862-4
Type :
conf
DOI :
10.1109/ComputationWorld.2009.119
Filename :
5359587
Link To Document :
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