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Title: :  An Efficient Word Recognition System Based on Effective Classification Method
PaperId: :  5754
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 4 2017
DUI:    16.0415/IJARIIE-5754
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Kumbhar Pravin BharatTPCT COE Osmanabad
Holambe AnilKumar NTPCT COE Osmanabad

Abstract

Computer Engineering
word spotting, recognition, text, feature, k-nearest neighbor
word spotting is a technique which can extract the text from input image. This paper addresses the problems of word spotting and word recognition on images. . In recognition, the goal is to recognize the content of the word image, usually aided by a dictionary or lexicon. Here we describe an approach in which both word images and text strings are embedded in a common vectorial subspace. This is achieved by a combination of label embedding and attributes learning, and a common subspace regression. In this subspace, images and strings that represent the same word are close together, allowing one to cast recognition and retrieval tasks as a nearest neighbor problem. In this work we shall also assume that the location of the words in the images is provided, i.e., we have access to images of cropped words. If those were not available, text localization and segmentation techniques could be used. In this paper the word can be recognized through this process using different algorithms.

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IJARIIE Kumbhar Pravin Bharat, and Holambe AnilKumar N. "An Efficient Word Recognition System Based on Effective Classification Method" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 4 2017 Page 325-333
MLA Kumbhar Pravin Bharat, and Holambe AnilKumar N. "An Efficient Word Recognition System Based on Effective Classification Method." International Journal Of Advance Research And Innovative Ideas In Education 3.4(2017) : 325-333.
APA Kumbhar Pravin Bharat, & Holambe AnilKumar N. (2017). An Efficient Word Recognition System Based on Effective Classification Method. International Journal Of Advance Research And Innovative Ideas In Education, 3(4), 325-333.
Chicago Kumbhar Pravin Bharat, and Holambe AnilKumar N. "An Efficient Word Recognition System Based on Effective Classification Method." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 4 (2017) : 325-333.
Oxford Kumbhar Pravin Bharat, and Holambe AnilKumar N. 'An Efficient Word Recognition System Based on Effective Classification Method', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 4, 2017, p. 325-333. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/An_Efficient_Word_Recognition_System_Based_on_Effective_Classification_Method_ijariie5754.pdf (Accessed : ).
Harvard Kumbhar Pravin Bharat, and Holambe AnilKumar N. (2017) 'An Efficient Word Recognition System Based on Effective Classification Method', International Journal Of Advance Research And Innovative Ideas In Education, 3(4), pp. 325-333IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/An_Efficient_Word_Recognition_System_Based_on_Effective_Classification_Method_ijariie5754.pdf (Accessed : )
IEEE Kumbhar Pravin Bharat, and Holambe AnilKumar N, "An Efficient Word Recognition System Based on Effective Classification Method," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 4, pp. 325-333, Jul-Aug 2017. [Online]. Available: https://ijariie.com/AdminUploadPdf/An_Efficient_Word_Recognition_System_Based_on_Effective_Classification_Method_ijariie5754.pdf [Accessed : ].
Turabian Kumbhar Pravin Bharat, and Holambe AnilKumar N. "An Efficient Word Recognition System Based on Effective Classification Method." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 4 ().
Vancouver Kumbhar Pravin Bharat, and Holambe AnilKumar N. An Efficient Word Recognition System Based on Effective Classification Method. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : ]; 3(4) : 325-333. Available from: https://ijariie.com/AdminUploadPdf/An_Efficient_Word_Recognition_System_Based_on_Effective_Classification_Method_ijariie5754.pdf
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