InforLorV4, Hal, Checkpoint, bibRecord, 001777

FUZZY BASED PREPROCESSING USING FUSION OF ONLINE AND OFFLINE TRAIT FOR ONLINE URDU SCRIPT BASEDLANGUAGES CHARACTER RECOGNITION

Identifieur interne : 001777 ( Hal/Checkpoint ); précédent : 001776; suivant : 001778

FUZZY BASED PREPROCESSING USING FUSION OF ONLINE AND OFFLINE TRAIT FOR ONLINE URDU SCRIPT BASEDLANGUAGES CHARACTER RECOGNITION

Auteurs : Muhammad Imran Razzak [Pakistan] ; Afaq Syed ; Abdulrahman A. Mirza ; Belaïd Abdel [France]

Source :

International Journal of Innovative Computing, Information and Control [ 1349-4198 ] ; 2012-05-01.

RBID : Hal:hal-01254627

English descriptors

mix :
- Baseline, Character recognition, Naskh, Nasta’liq, Slant correction, Smoothing, Urdu, Preprocessing.

Abstract

Character recognition has been fascinating and intense field of pattern recognitionresearch since early days of computer. This task becomes more challenging whenit involves Urdu script based languages especially written in handwritten Nasta’liq fontdue to the large variations and complexity of the script. Fuzzy logic is an important toolto deal with vague, incomplete, noisy and contradictory information. In order to makehandwritten communication with machine more natural, we propose several preprocessingsteps for handwritten online Urdu script character recognition to overcome the issue inraw input. We present fuzzy based several preprocessing operations in order to normalizethe handwritten stroke using both online and offline domain. The proposed technique isalso the necessary step towards character recognition, person identification, personalitydetermination where input data are processed from all perspectives.

Url:

https://hal.inria.fr/hal-01254627

DOI: 10.1109/ICET.2009.5353203

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

to stream Hal, to step Corpus: 002212
to stream Hal, to step Curation: 002212

Links to Exploration step

Hal:hal-01254627

Le document en format XML

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<front><div type="abstract" xml:lang="en">Character recognition has been fascinating and intense field of pattern recognitionresearch since early days of computer. This task becomes more challenging whenit involves Urdu script based languages especially written in handwritten Nasta’liq fontdue to the large variations and complexity of the script. Fuzzy logic is an important toolto deal with vague, incomplete, noisy and contradictory information. In order to makehandwritten communication with machine more natural, we propose several preprocessingsteps for handwritten online Urdu script character recognition to overcome the issue inraw input. We present fuzzy based several preprocessing operations in order to normalizethe handwritten stroke using both online and offline domain. The proposed technique isalso the necessary step towards character recognition, person identification, personalitydetermination where input data are processed from all perspectives.</div>
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<abstract xml:lang="en">Character recognition has been fascinating and intense field of pattern recognitionresearch since early days of computer. This task becomes more challenging whenit involves Urdu script based languages especially written in handwritten Nasta’liq fontdue to the large variations and complexity of the script. Fuzzy logic is an important toolto deal with vague, incomplete, noisy and contradictory information. In order to makehandwritten communication with machine more natural, we propose several preprocessingsteps for handwritten online Urdu script character recognition to overcome the issue inraw input. We present fuzzy based several preprocessing operations in order to normalizethe handwritten stroke using both online and offline domain. The proposed technique isalso the necessary step towards character recognition, person identification, personalitydetermination where input data are processed from all perspectives.</abstract>
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   |texte=   FUZZY BASED PREPROCESSING USING FUSION OF ONLINE AND OFFLINE TRAIT FOR ONLINE URDU SCRIPT BASEDLANGUAGES CHARACTER RECOGNITION
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	Serveur d'exploration sur la recherche en informatique en Lorraine
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Serveur d'exploration sur la recherche en informatique en Lorraine

FUZZY BASED PREPROCESSING USING FUSION OF ONLINE AND OFFLINE TRAIT FOR ONLINE URDU SCRIPT BASEDLANGUAGES CHARACTER RECOGNITION

FUZZY BASED PREPROCESSING USING FUSION OF ONLINE AND OFFLINE TRAIT FOR ONLINE URDU SCRIPT BASEDLANGUAGES CHARACTER RECOGNITION

Source :

English descriptors

Abstract

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