Matches in SemOpenAlex for { <https://semopenalex.org/work/W2898870119> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W2898870119 abstract "Handwriting is an obtained apparatus utilized for correspondence of one’s recognition or sentiments. Components that judge a person’s handwriting is not merely subject to the individual’s handwriting depends on the background, additionally considers like nervousness, inspiration and the reason for the handwriting. In spite of the high variation, in a man’s handwriting, recent outcomes from various writers have demonstrated that it has adequate individual quality to be utilized as an identification strategy. In this paper, the authors are the pact with a novel approach to text dependent writer identification in view of pre-segmented Gurmukhi characters. The text dependent writer identification framework proposed in this paper includes distinctive stages like preprocessing, feature extraction, classification or identification. The feature extraction stage incorporates four schemes, zoning, diagonal, transitions and peak extent based features. To analyze the proposed framework execution, experiments are performed with two classifiers, namely, k-NN and SVM. SVM is also considered with linear-kernel in the present work. For experimental results, we have collected 31,500 samples from 90 different writers for 35 class problem. Maximum writer identification accuracy of 89.85% has been achieved by using a combination of zoning, transition and peak extent based features with Linear-SVM classifier when we have taken 70% data as the training set and remaining 30% data as the testing set. Using 10-fold cross validation, we have achieved an accuracy of 94.76% with a combination of zoning, transition and peak extent based features and Linear-SVM classifier." @default.
- W2898870119 created "2018-11-09" @default.
- W2898870119 creator A5012549488 @default.
- W2898870119 creator A5050620780 @default.
- W2898870119 creator A5055589318 @default.
- W2898870119 creator A5085595792 @default.
- W2898870119 date "2018-10-30" @default.
- W2898870119 modified "2023-10-14" @default.
- W2898870119 title "A novel framework for writer identification based on pre-segmented Gurmukhi characters" @default.
- W2898870119 cites W1985400659 @default.
- W2898870119 cites W2020774984 @default.
- W2898870119 cites W2039367092 @default.
- W2898870119 cites W2059914354 @default.
- W2898870119 cites W2066338008 @default.
- W2898870119 cites W2082821670 @default.
- W2898870119 cites W2102448650 @default.
- W2898870119 cites W2105557977 @default.
- W2898870119 cites W2120987116 @default.
- W2898870119 cites W2132076372 @default.
- W2898870119 cites W2132672431 @default.
- W2898870119 cites W2150895270 @default.
- W2898870119 cites W2190740400 @default.
- W2898870119 cites W2527189503 @default.
- W2898870119 cites W2529897829 @default.
- W2898870119 cites W2952912658 @default.
- W2898870119 doi "https://doi.org/10.1007/s12046-018-0966-z" @default.
- W2898870119 hasPublicationYear "2018" @default.
- W2898870119 type Work @default.
- W2898870119 sameAs 2898870119 @default.
- W2898870119 citedByCount "9" @default.
- W2898870119 countsByYear W28988701192021 @default.
- W2898870119 countsByYear W28988701192022 @default.
- W2898870119 countsByYear W28988701192023 @default.
- W2898870119 crossrefType "journal-article" @default.
- W2898870119 hasAuthorship W2898870119A5012549488 @default.
- W2898870119 hasAuthorship W2898870119A5050620780 @default.
- W2898870119 hasAuthorship W2898870119A5055589318 @default.
- W2898870119 hasAuthorship W2898870119A5085595792 @default.
- W2898870119 hasBestOaLocation W28988701192 @default.
- W2898870119 hasConcept C116834253 @default.
- W2898870119 hasConcept C119857082 @default.
- W2898870119 hasConcept C12267149 @default.
- W2898870119 hasConcept C153180895 @default.
- W2898870119 hasConcept C154945302 @default.
- W2898870119 hasConcept C204321447 @default.
- W2898870119 hasConcept C2779386606 @default.
- W2898870119 hasConcept C28490314 @default.
- W2898870119 hasConcept C34736171 @default.
- W2898870119 hasConcept C41008148 @default.
- W2898870119 hasConcept C52622490 @default.
- W2898870119 hasConcept C59822182 @default.
- W2898870119 hasConcept C86803240 @default.
- W2898870119 hasConcept C95623464 @default.
- W2898870119 hasConceptScore W2898870119C116834253 @default.
- W2898870119 hasConceptScore W2898870119C119857082 @default.
- W2898870119 hasConceptScore W2898870119C12267149 @default.
- W2898870119 hasConceptScore W2898870119C153180895 @default.
- W2898870119 hasConceptScore W2898870119C154945302 @default.
- W2898870119 hasConceptScore W2898870119C204321447 @default.
- W2898870119 hasConceptScore W2898870119C2779386606 @default.
- W2898870119 hasConceptScore W2898870119C28490314 @default.
- W2898870119 hasConceptScore W2898870119C34736171 @default.
- W2898870119 hasConceptScore W2898870119C41008148 @default.
- W2898870119 hasConceptScore W2898870119C52622490 @default.
- W2898870119 hasConceptScore W2898870119C59822182 @default.
- W2898870119 hasConceptScore W2898870119C86803240 @default.
- W2898870119 hasConceptScore W2898870119C95623464 @default.
- W2898870119 hasIssue "12" @default.
- W2898870119 hasLocation W28988701191 @default.
- W2898870119 hasLocation W28988701192 @default.
- W2898870119 hasOpenAccess W2898870119 @default.
- W2898870119 hasPrimaryLocation W28988701191 @default.
- W2898870119 hasRelatedWork W2120008580 @default.
- W2898870119 hasRelatedWork W2126100045 @default.
- W2898870119 hasRelatedWork W2158785961 @default.
- W2898870119 hasRelatedWork W2160451891 @default.
- W2898870119 hasRelatedWork W2336974148 @default.
- W2898870119 hasRelatedWork W2381773606 @default.
- W2898870119 hasRelatedWork W2391959412 @default.
- W2898870119 hasRelatedWork W4242764575 @default.
- W2898870119 hasRelatedWork W2187500075 @default.
- W2898870119 hasRelatedWork W2345184372 @default.
- W2898870119 hasVolume "43" @default.
- W2898870119 isParatext "false" @default.
- W2898870119 isRetracted "false" @default.
- W2898870119 magId "2898870119" @default.
- W2898870119 workType "article" @default.