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
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