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Title: :  Handwritten Gujarati text recognition using artificial neural network and Error correction using Probabilistic Neural network in recognized text
PaperId: :  2446
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2446
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sagar S.DuttL. J. Institute of Engineering and Technology
Jay D.AminL. J. Institute of Engineering and Technology

Abstract

Information Technology
Optical character recognition refers to the process of translating images of hand-written, typewritten, or printed text into a format understood by machines for the purpose of editing, indexing/searching, and a reduction in storage size. Optical character recognition is the mechanical or electronic translation of images of handwritten, typewritten or printed text into machine-editable text. Here we will talk about the Handwritten gujarati character recognition using Artificial neural network and error correction using probabilistic neural network. Character recognition is performed by the Artificial neural networks. Artificial neural networks are commonly used to perform character recognition due to their high noise tolerance. Errors in the character recognition is corrected by the RBPNN(Radial Basis Probabilistic Neural Network) method.
Optical character recognition refers to the process of translating images of hand-written, typewritten, or printed text into a format understood by machines for the purpose of editing, indexing/searching, and a reduction in storage size. Optical character recognition is the mechanical or electronic translation of images of handwritten, typewritten or printed text into machine-editable text. Here we will talk about the Handwritten gujarati character recognition using Artificial neural network and error correction using probabilistic neural network. Character recognition is performed by the Artificial neural networks. Artificial neural networks are commonly used to perform character recognition due to their high noise tolerance. Errors in the character recognition is corrected by the RBPNN(Radial Basis Probabilistic Neural Network) method.

Citations

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IJARIIE Sagar S.Dutt, and Jay D.Amin. "Handwritten Gujarati text recognition using artificial neural network and Error correction using Probabilistic Neural network in recognized text" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 2205-2214
MLA Sagar S.Dutt, and Jay D.Amin. "Handwritten Gujarati text recognition using artificial neural network and Error correction using Probabilistic Neural network in recognized text." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 2205-2214.
APA Sagar S.Dutt, & Jay D.Amin. (2016). Handwritten Gujarati text recognition using artificial neural network and Error correction using Probabilistic Neural network in recognized text. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 2205-2214.
Chicago Sagar S.Dutt, and Jay D.Amin. "Handwritten Gujarati text recognition using artificial neural network and Error correction using Probabilistic Neural network in recognized text." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 2205-2214.
Oxford Sagar S.Dutt, and Jay D.Amin. 'Handwritten Gujarati text recognition using artificial neural network and Error correction using Probabilistic Neural network in recognized text', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 2205-2214. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Handwritten_Gujarati_text_recognition_using_artificial_neural_network_and_Error_correction_using_Probabilistic_Neural_network_in_recognized_text_ijariie2446.pdf (Accessed : 29 February 2024).
Harvard Sagar S.Dutt, and Jay D.Amin. (2016) 'Handwritten Gujarati text recognition using artificial neural network and Error correction using Probabilistic Neural network in recognized text', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 2205-2214IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Handwritten_Gujarati_text_recognition_using_artificial_neural_network_and_Error_correction_using_Probabilistic_Neural_network_in_recognized_text_ijariie2446.pdf (Accessed : 29 February 2024)
IEEE Sagar S.Dutt, and Jay D.Amin, "Handwritten Gujarati text recognition using artificial neural network and Error correction using Probabilistic Neural network in recognized text," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 2205-2214, May-Jun 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/Handwritten_Gujarati_text_recognition_using_artificial_neural_network_and_Error_correction_using_Probabilistic_Neural_network_in_recognized_text_ijariie2446.pdf [Accessed : 29 February 2024].
Turabian Sagar S.Dutt, and Jay D.Amin. "Handwritten Gujarati text recognition using artificial neural network and Error correction using Probabilistic Neural network in recognized text." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 (29 February 2024).
Vancouver Sagar S.Dutt, and Jay D.Amin. Handwritten Gujarati text recognition using artificial neural network and Error correction using Probabilistic Neural network in recognized text. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 29 February 2024]; 2(3) : 2205-2214. Available from: http://ijariie.com/AdminUploadPdf/Handwritten_Gujarati_text_recognition_using_artificial_neural_network_and_Error_correction_using_Probabilistic_Neural_network_in_recognized_text_ijariie2446.pdf
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