Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.8 Issue.4

Submission
Last date
31-Aug-2022
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-8,Issue-4. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

Title: :  Handwriting Recognition using KNN classification algorithm
PaperId: :  6729
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 5 2017
DUI:    16.0415/IJARIIE-6729
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Siddhartha roySRM University,Chennai

Abstract

Computer Science Enginering
Grey scale image, K –NN Classification algorithm, OCR, machine learning, matplot, MNIST dataset, sklearn, numpy
Building an effective methodology to detect hand-written characters from images with less error rate is the great task. Our aim is to make such an algorithm that will be able to generate error free recognition of hand written text from the given input image which will be a hand written character, and will help in document digitizing. OCR has always been an intensive research topic for more than 4 decades, it is probably one of the most time consuming, as well as labor intensive work of inputting the data through keyboard .This paper discusses about mechanical or electronic conversion of scanned images, text which contain graphics ,image captured by camera ,scanned images and the recognition of images where characters may be broken or corrupted .The optical character recognition is the desktop based application developed using Python 3.0 and .We should gain > 97.82% accuracy when applied on different data sets, during pre-processing we will use different techniques to remove noise from the background of the image. We will convert the labelled data into grey scaled images and train the classifier and generalize it using the validation set to reduce any kind of validation error. Finally, we will test the module using the test_data and see the outcome of the algorithm. We display the images as well using the matplot library provided by Python.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Siddhartha roy. "Handwriting Recognition using KNN classification algorithm" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 5 2017 Page 1245-1250
MLA Siddhartha roy. "Handwriting Recognition using KNN classification algorithm." International Journal Of Advance Research And Innovative Ideas In Education 3.5(2017) : 1245-1250.
APA Siddhartha roy. (2017). Handwriting Recognition using KNN classification algorithm. International Journal Of Advance Research And Innovative Ideas In Education, 3(5), 1245-1250.
Chicago Siddhartha roy. "Handwriting Recognition using KNN classification algorithm." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 5 (2017) : 1245-1250.
Oxford Siddhartha roy. 'Handwriting Recognition using KNN classification algorithm', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 5, 2017, p. 1245-1250. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Handwriting_Recognition_using_KNN_classificatiob_algorithm_ijariie6729.pdf (Accessed : 13 November 2019).
Harvard Siddhartha roy. (2017) 'Handwriting Recognition using KNN classification algorithm', International Journal Of Advance Research And Innovative Ideas In Education, 3(5), pp. 1245-1250IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Handwriting_Recognition_using_KNN_classificatiob_algorithm_ijariie6729.pdf (Accessed : 13 November 2019)
IEEE Siddhartha roy, "Handwriting Recognition using KNN classification algorithm," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 5, pp. 1245-1250, Sep-Oct 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/Handwriting_Recognition_using_KNN_classificatiob_algorithm_ijariie6729.pdf [Accessed : 13 November 2019].
Turabian Siddhartha roy. "Handwriting Recognition using KNN classification algorithm." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 5 (13 November 2019).
Vancouver Siddhartha roy. Handwriting Recognition using KNN classification algorithm. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 13 November 2019]; 3(5) : 1245-1250. Available from: http://ijariie.com/AdminUploadPdf/Handwriting_Recognition_using_KNN_classificatiob_algorithm_ijariie6729.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 11/13/2019 5:26:25 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
THE HAPTIC SHOE FOR BLIND PEOPLEIOTCATHRINE LENETTE Download
MACHINE LEARNING BASED SARCASM DETECTION ON TWITTER DATACOMPUTER SCIENCE ENGINERINGATHIRA KMENON Download
SARCASM DETECTION USING MACHINE LEARNING BY TWITTER DATACOMPUTER SCIENCE ENGINEERINGATHIRA K MENON Download
Text Similarity Algorithms.Natural language ProcessingSandeep Adode Download
DETECTION AND EXTRACTION OF SEA MINES USING CNNInformation Science and EngineeringSheethal S Download
TRANFORMERS BASED MULTI-LABEL IMAGE CLASSIFICATION AND NAMING - A LITERATURE SURVEYComputer EngineeringJERIN JACOB Download
THE IMPACT OF SOCIAL MEDIA ON STUDENTS’ ACADEMIC PERFORMANCE AT THE KURUTIE CAMPUS, NIGERIA MARITIME UNIVERSITY, DELTA STATE, NIGERIAComputer Science and Engineering, Information TechnologyAkosubo Iwekumo Stevyn Download
FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACHComputer EngineeringMAHSHIYA V.M Download
Transformer architecture for image capturing using deep learning approachComputer EngineeringAJITH P J Download
SURFACE DEFECT DETECTION SYSTEM WITH MACHINE LEARNINGInformation Science EngineeringSIRITH N Download
Intelligent E-Business to Increase Online Sales Using Web MiningComputer Science and EngineeringSachin Balvir Download
A REAL TIME APPLICATION TO REDUCE TRAFFIC ACCIDENTSInformation Science and EngineeringAbhishek R Dalawai Download
TRANFORMERS BASED MULTI-LABEL IMAGE CLASSIFICATION AND NAMINGComputer EngineeringJERIN JACOB Download
Literature survey of Blockexchangecomputer science EngineeringSHAHANAS M S Download
Real Time Writing With Fingers On WebcamComputer Science and EngineeringJeet Patel Download
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2022. IJARIIE. All Rights Reserved.