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Title: :  Handwritten Mathematical Expression Recognizer
PaperId: :  18469
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 5 2022
DUI:    16.0415/IJARIIE-18469
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Karthiga MBannari Amman Institute of Technology
Jayasurya JBannari Amman Institute of Technology
Kanimolzhi SBannari Amman Institute of Technology
Sreerenusankar VBannari Amman Institute of Technology

Abstract

Computer Engineering
Convolutional neural network, Handwritten recognition, Neural network, mathematical expression, data processing, Graphical user interface
One of the most challenging applications of pattern recognition in deep learning is handwriting recognition. In many fields, including education, engineering, and science, handwritten mathematical expression recognition is helpful. The crux of the issue is recognizing handwritten mathematical formulas written on a tablet or a computer using a mouse. Since many internet programs and websites use handwritten mathematical expressions, they are frequently used. The state-of-the-art model described in this study detects the mathematical statement from the GUI that is produced in real-time with a mouse or pen. A CNN architecture with numerous layers was trained using a dataset of mathematical digits and symbols to make up the suggested design. The proposed model recognizes the mathematical symbols and formulas in an efficient manner.

Citations

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IJARIIE Karthiga M, Jayasurya J, Kanimolzhi S, and Sreerenusankar V. "Handwritten Mathematical Expression Recognizer" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 5 2022 Page 2078-2085
MLA Karthiga M, Jayasurya J, Kanimolzhi S, and Sreerenusankar V. "Handwritten Mathematical Expression Recognizer." International Journal Of Advance Research And Innovative Ideas In Education 8.5(2022) : 2078-2085.
APA Karthiga M, Jayasurya J, Kanimolzhi S, & Sreerenusankar V. (2022). Handwritten Mathematical Expression Recognizer. International Journal Of Advance Research And Innovative Ideas In Education, 8(5), 2078-2085.
Chicago Karthiga M, Jayasurya J, Kanimolzhi S, and Sreerenusankar V. "Handwritten Mathematical Expression Recognizer." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 5 (2022) : 2078-2085.
Oxford Karthiga M, Jayasurya J, Kanimolzhi S, and Sreerenusankar V. 'Handwritten Mathematical Expression Recognizer', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 5, 2022, p. 2078-2085. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Handwritten_Mathematical_Expression_Recognizer_ijariie18469.pdf (Accessed : 31 October 2022).
Harvard Karthiga M, Jayasurya J, Kanimolzhi S, and Sreerenusankar V. (2022) 'Handwritten Mathematical Expression Recognizer', International Journal Of Advance Research And Innovative Ideas In Education, 8(5), pp. 2078-2085IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Handwritten_Mathematical_Expression_Recognizer_ijariie18469.pdf (Accessed : 31 October 2022)
IEEE Karthiga M, Jayasurya J, Kanimolzhi S, and Sreerenusankar V, "Handwritten Mathematical Expression Recognizer," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 5, pp. 2078-2085, Sep-Oct 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Handwritten_Mathematical_Expression_Recognizer_ijariie18469.pdf [Accessed : 31 October 2022].
Turabian Karthiga M, Jayasurya J, Kanimolzhi S, and Sreerenusankar V. "Handwritten Mathematical Expression Recognizer." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 5 (31 October 2022).
Vancouver Karthiga M, Jayasurya J, Kanimolzhi S, and Sreerenusankar V. Handwritten Mathematical Expression Recognizer. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 31 October 2022]; 8(5) : 2078-2085. Available from: https://ijariie.com/AdminUploadPdf/Handwritten_Mathematical_Expression_Recognizer_ijariie18469.pdf
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