DocumentCode :
3340456
Title :
Contrast Enhancement in Multispectral Images by Emphasizing Text Regions
Author :
Lettner, Martin ; Kleber, Florian ; Sablatnig, Robert ; Miklas, Heinz
Author_Institution :
Pattern Recognition & Image Process. Group, Vienna Univ. of Technol., Vienna
fYear :
2008
fDate :
16-19 Sept. 2008
Firstpage :
225
Lastpage :
232
Abstract :
This paper deals with the enhancement of the readability in historic texts written on parchment. Due to mold, air, humidity, water, etc. parchment and text are partially damaged and consequently hard to read. In order to enhance the readability of the text, the manuscript pages are imaged in different spectral bands ranging from 360 to 1000 nm. The readability enhancement is based on a spectral and spatial analysis of the multivariate image data by multivariate spatial correlation. The main advantage of the method is that especially the text regions are enhanced which is provided by generating a mask image. This mask is based on the automatic reconstruction of the ruling scheme of the text pages. The method is tested on two medieval Slavonic manuscripts written on parchment.
Keywords :
geophysical signal processing; image enhancement; image reconstruction; text analysis; Slavonic manuscripts; contrast enhancement; manuscript pages; mask image; multispectral images; multivariate image data; multivariate spatial correlation; ruling scheme; spectral-spatial analysis; text regions; Degradation; Humidity; Hyperspectral imaging; Image analysis; Multispectral imaging; Pattern analysis; Pattern recognition; Principal component analysis; Spectral analysis; Text analysis; Multispectral images; Text enhancement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Document Analysis Systems, 2008. DAS '08. The Eighth IAPR International Workshop on
Conference_Location :
Nara
Print_ISBN :
978-0-7695-3337-7
Type :
conf
DOI :
10.1109/DAS.2008.68
Filename :
4669965
Link To Document :
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