We present a work in progress about extracting words from images of historical printed documents by using fast marching method. Segmentation is a process that allows an image to be divided into disjoint zones, so that extracted areas contain homogeneous characteristics. The numerical method, we used to segment images, is based on the theory of interface evolution, described by the eikonal equation. We adopted the fast marching technique to solve the upwind finite difference approximation of the eikonal equation. Segmentation of ancient documents is generally acknowledged as a very complicated problem because this kind of documents can be low quality, presenting local skew and several degradations due to old printing or ink stains.

Visual Investigation of Ancient Documents

R Cossu;M Veneziani
2011

Abstract

We present a work in progress about extracting words from images of historical printed documents by using fast marching method. Segmentation is a process that allows an image to be divided into disjoint zones, so that extracted areas contain homogeneous characteristics. The numerical method, we used to segment images, is based on the theory of interface evolution, described by the eikonal equation. We adopted the fast marching technique to solve the upwind finite difference approximation of the eikonal equation. Segmentation of ancient documents is generally acknowledged as a very complicated problem because this kind of documents can be low quality, presenting local skew and several degradations due to old printing or ink stains.
2011
Istituto Applicazioni del Calcolo ''Mauro Picone''
Istituto per il Lessico Intellettuale Europeo e Storia delle Idee - ILIESI
Inglese
F. Pistella, A. Plaza, R. M. Spitaleri
MASCOT 10. 10th Meeting on applied scientific computing and tools
MASCOT 10
61
70
248
International Association for Mathematics and Computers in Simulation (IMACS)
Bruxelles
BELGIO
Sì, ma tipo non specificato
2010
Las Palmas, Gran Canarie
Digitalizzazione
testi antichi
lessicografia
2
none
Cossu, R; Veneziani, M
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/66167
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