InforLorV4, Main, Exploration, bibRecord, 000965

Segmentation of Touching Component in Arabic Manuscripts

Identifieur interne : 000965 ( Main/Exploration ); précédent : 000964; suivant : 000966

Segmentation of Touching Component in Arabic Manuscripts

Auteurs : Nabil Aouadi [Tunisie] ; Afef Kacem [Tunisie] ; Abdel Belaïd [France]

Source :

RBID : Hal:hal-01111750

English descriptors

mix :
- Midpoint, Shape context descriptor, Touching component, —Arabic manuscript segmentation.

Abstract

— Touching components are connection zones occurring between text-lines or words of the same line and are one of the problems that make unconstrained handwritten text segmentation greatly hard. In this paper, we propose a recognition based method to separate these components once localized in Arabic manuscript images. It first identifies, for a given touching component, a similar model stored in a dictionary with its correct segmentation, using shape context descriptor and an interpolation function. Then, it segment the touching component based on the distance from the midpoints of the identified model's parts. Tests are performed using a database of touching components and two metrics: Manhattan and Euclidean distances. Experimental results show the effectiveness of the proposed segmentation method.

Url:

https://hal.inria.fr/hal-01111750

DOI: 10.1109/ICFHR.2014.82

Affiliations:

Links toward previous steps (curation, corpus...)

to stream Hal, to step Corpus: 004441
to stream Hal, to step Curation: 004441
to stream Hal, to step Checkpoint: 000903
to stream Main, to step Merge: 000967
to stream Main, to step Curation: 000965

Le document en format XML

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<front><div type="abstract" xml:lang="en">— Touching components are connection zones occurring between text-lines or words of the same line and are one of the problems that make unconstrained handwritten text segmentation greatly hard. In this paper, we propose a recognition based method to separate these components once localized in Arabic manuscript images. It first identifies, for a given touching component, a similar model stored in a dictionary with its correct segmentation, using shape context descriptor and an interpolation function. Then, it segment the touching component based on the distance from the midpoints of the identified model's parts. Tests are performed using a database of touching components and two metrics: Manhattan and Euclidean distances. Experimental results show the effectiveness of the proposed segmentation method.</div>
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   |texte=   Segmentation of Touching Component in Arabic Manuscripts
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Segmentation of Touching Component in Arabic Manuscripts

Segmentation of Touching Component in Arabic Manuscripts

Source :

English descriptors

Abstract

Links toward previous steps (curation, corpus...)

Le document en format XML

Pour manipuler ce document sous Unix (Dilib)

Pour mettre un lien sur cette page dans le réseau Wicri