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A Novel Transfer Learning Approach upon Hindi, Arabic, and Bangla Numerals using Convolutional Neural Networks [article]

Abdul Kawsar Tushar, Akm Ashiquzzaman, Afia Afrin, Md. Rashedul Islam
<span title="2017-07-26">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Major drawbacks of predictive machine learning models are headed by the elongated training time taken by some models, and the requirement that training and test data be in the same feature space and consist  ...  This model is presented for the recognition of handwritten numerals in Indic languages.  ...  Acknowledgement The authors would like to thank the department of Computer Science and Engineering, University of Asia Pacific for supporting this research in various ways.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1707.08385v1">arXiv:1707.08385v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uvj5sex5hzcyhdwxra622cek4a">fatcat:uvj5sex5hzcyhdwxra622cek4a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191026073454/https://arxiv.org/pdf/1707.08385v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5f/7b/5f7bd5f0067ba5ca0af4bab12f2ad0c4a96f76d1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1707.08385v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Towards Improving Offline Signature Verification based Authentication Using Machine Learning Classifiers

<span title="2019-09-10">2019</span> <i title="Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cj3bm7tgcffurfop7xzswxuks4" style="color: black;">VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE</a> </i> &nbsp;
In this paper, machine learning classifiers are used to verify the signature using four image based features. BHsig260 dataset (Bangla and Hindi) has been used.  ...  We used signatures of 55 users of Hindi and Bangla each. .Six classifier i.e.  ...  International Generations of Offline Handwritten Signatures Based on Online handwritten signature Samples using deep learning is proposed by Melo, Victor KSL, et al. [17] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijitee.j9910.0981119">doi:10.35940/ijitee.j9910.0981119</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2quncxpyozcdtd2qly7vvhncx4">fatcat:2quncxpyozcdtd2qly7vvhncx4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220310011505/https://www.ijitee.org/wp-content/uploads/papers/v8i11/J99100881019.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ba/4a/ba4a501e2c0a8fb84b4b2bc59013411d33cf935c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijitee.j9910.0981119"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Handwritten Character Recognition using Deep Learning

<span title="2020-03-30">2020</span> <i title="Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3sfifsouvjgadp4gfj54u3z2ku" style="color: black;">International journal of recent technology and engineering</a> </i> &nbsp;
In this paper, we have presented a methods for handwritten character recognition using deep learning.  ...  In the field of computer science, character recognition using Deep Learning has more attention.  ...  In this paper, we have presented a methods for handwritten character recognition using deep learning. Keywords: Deep Learning, segmentation, recognition I.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijrte.f8608.038620">doi:10.35940/ijrte.f8608.038620</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/s3d73onhy5fqzbte46tdyjrymq">fatcat:s3d73onhy5fqzbte46tdyjrymq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200503042614/https://www.ijrte.org/wp-content/uploads/papers/v8i6/F8608038620.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/18/f9/18f9500502f90c82b837140dd23a6bd1395f7b5d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijrte.f8608.038620"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Convolutional Neural Network Training incorporating Rotation-Based Generated Patterns and Handwritten Numeral Recognition of Major Indian Scripts

M. A. H. Akhand, Mahtab Ahmed, M. M. Hafizur Rahman, Md. Monirul Islam
<span title="2017-07-25">2017</span> <i title="Informa UK Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7b4r32fkvvbohctqi3w2pr2eqe" style="color: black;">Journal of the Institution of Electronics and Telecommunication Engineers</a> </i> &nbsp;
Bangla and Hindi are the two major languages in Indian subcontinent and a large number of population in vast land scape uses Bangla and Devnagari numeral scripts of these two languages.  ...  In this study, convolutional neural network (CNN) based two different methods have been investigated for better recognition of Bangla and Devnagari handwritten numerals.  ...  /s12046-015-0419-x 21 Bangla handwritten digit recognition using autoencoder and deep convolutional neural network Cited 2 times View at Publisher 22 View at Publisher 23 Cited 14 times  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/03772063.2017.1351322">doi:10.1080/03772063.2017.1351322</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/p3wlqj4x65bfleaihhyoeqp4bi">fatcat:p3wlqj4x65bfleaihhyoeqp4bi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720223845/http://irep.iium.edu.my/59231/13/59231_Convolutional%20Neural%20Network%20Training%20incorporating%20Rotation_SCOPUS.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/45/0d/450df48d8060d06d5520ac1a9596b83828ddbdbd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/03772063.2017.1351322"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> tandfonline.com </button> </a>

HCR-Net: A deep learning based script independent handwritten character recognition network [article]

Vinod Kumar Chauhan, Sukhdeep Singh, Anuj Sharma
<span title="2022-04-14">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we have proposed a novel deep learning architecture which exploits transfer learning and image-augmentation for end-to-end learning for script independent handwritten character recognition  ...  On the other hand, deep learning has witnessed huge success in different areas of pattern recognition, including HCR, and provides end-to-end learning but it has been studied for specific scripts only.  ...  Md Zahangir Alom, Paheding Sidike, Tarek M Taha, and Vijayan K Asari. Handwritten bangla digit recognition using deep learning. arXiv preprint arXiv:1705.02680, 2017. 12.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2108.06663v2">arXiv:2108.06663v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mxq6psh6gjf6xp74rr5ozegyki">fatcat:mxq6psh6gjf6xp74rr5ozegyki</a> </span>
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Towards Accurate Handwritten Word Recognition for Hindi and Bangla [chapter]

Kartik Dutta, Praveen Krishnan, Minesh Mathew, C. V. Jawahar
<span title="">2018</span> <i title="Springer Singapore"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jyopc6cf5ze5vipjlm4aztcffi" style="color: black;">Communications in Computer and Information Science</a> </i> &nbsp;
In this work we focus building state of the art handwritten word recognizers for two popular Indic scripts -Devanagari and Bangla.  ...  inclusion of spatial transformer layer to learn a model invariant to geometric distortions present in handwriting.  ...  The authors would also like to thank Oishika, Sounak and Sreya for their help in verifying the results for Bangla.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-981-13-0020-2_41">doi:10.1007/978-981-13-0020-2_41</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oaqatsafsjchvkljpzm2kas4vm">fatcat:oaqatsafsjchvkljpzm2kas4vm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190218070317/http://pdfs.semanticscholar.org/09e7/f6ac6e3f1a56c32a7b143242fd4942676f09.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/09/e7/09e7f6ac6e3f1a56c32a7b143242fd4942676f09.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-981-13-0020-2_41"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

CLASSIFICATION TECHNIQUES FOR HANDWRITTEN CHARACTER RECOGNITION

Gita Sinha, Dr. Shailja Sharma, Rakesh Kumar Roshan
<span title="2020-07-31">2020</span> <i title="IJEAST"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/namhphsg6rdvtofp27o3scimoy" style="color: black;">International Journal of Engineering Applied Sciences and Technology</a> </i> &nbsp;
In this paper, we present various classification methods for printedoptical character identification (POCR) similarly handwritten optical character identification (HOCR).  ...  the techniques by their feature circumstances and dataset used by different authors.  ...  Neural Network ,Deep Belief Network, Deep Neural Network, Deep Extreme Learning Machine and Localized Deep Extreme Learning Machine.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.33564/ijeast.2020.v05i03.023">doi:10.33564/ijeast.2020.v05i03.023</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fy46yg4eujgq3ll3622vmnxdje">fatcat:fy46yg4eujgq3ll3622vmnxdje</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201023084549/https://www.ijeast.com/papers/151-157,Tesma503,IJEAST.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/02/fc/02fc0c718f3c48abd5bc1d28861459c86ecc9120.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.33564/ijeast.2020.v05i03.023"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

An Insight of Script Text Extraction Performance using Machine Learning Techniques

<span title="2019-11-10">2019</span> <i title="Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cj3bm7tgcffurfop7xzswxuks4" style="color: black;">VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE</a> </i> &nbsp;
Again, furthermore comparison has been done on standalone and hybrid machine (Combination of CNN and KNN) / deep learning techniques.  ...  With the evolution of huge amount of ancient and modern text available in digital format, it is ascertain to mine for researchers, government, tourist and travelers visiting all over the world.  ...  re More training data is required to validate the model Recognizer for 7 Induja&Indu(2014) In-Jung Kim and Xiaohui Xie Machine Learning Deep Learning Text in Hindi, Nepali, Marathi, Bhojpuri or Sanskrit  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijitee.a5224.119119">doi:10.35940/ijitee.a5224.119119</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rasvnqr5nvevbgjituxs3butsu">fatcat:rasvnqr5nvevbgjituxs3butsu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220302154531/https://www.ijitee.org/wp-content/uploads/papers/v9i1/A5224119119.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2a/52/2a528a5933c7bcb8c3ed47ab467e4f051091736c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijitee.a5224.119119"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Handwritten Optical Character Recognition (OCR): A Comprehensive Systematic Literature Review (SLR)

Jamshed Memon, Maira Sami, Rizwan Ahmed Khan, Mueen Uddin
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
During last decade, researchers have used artificial intelligence / machine learning tools to automatically analyze handwritten and printed documents in order to convert them into electronic format.  ...  Articles were searched using keywords, forward reference searching and backward reference searching in order to search all the articles related to the topic.  ...  learning methodology, SVM was one of the most robust technique for handwritten digit recognition, image classification, face detection, object detection, and text classification [75] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3012542">doi:10.1109/access.2020.3012542</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f5bfni5kbfhf3i63lvv3t6pena">fatcat:f5bfni5kbfhf3i63lvv3t6pena</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210718024824/https://ieeexplore.ieee.org/ielx7/6287639/8948470/09151144.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/07/ce/07cedc1bae1cabb1bb791274e18afd21bc865672.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3012542"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Recognition of Handwritten Arabic and Hindi Numerals Using Convolutional Neural Networks

Amin Alqudah, Ali Mohammad Alqudah, Hiam Alquran, Hussein R. Al-Zoubi, Mohammed Al-Qodah, Mahmood A. Al-Khassaweneh
<span title="2021-02-09">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/smrngspzhzce7dy6ofycrfxbim" style="color: black;">Applied Sciences</a> </i> &nbsp;
Arabic and Hindi handwritten numeral detection and classification is one of the most popular fields in the automation research. It has many applications in different fields.  ...  In this paper, we propose a two-stage methodology for the detection and classification of Arabic and Hindi handwritten numerals. The classification was based on convolutional neural networks (CNNs).  ...  The study in [17] employed deep learning in the recognition of handwritten Arabic numerals and achieved an accuracy of 97.4%.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app11041573">doi:10.3390/app11041573</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vsryidj2z5fypij4babgo5s3ia">fatcat:vsryidj2z5fypij4babgo5s3ia</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210427104231/https://res.mdpi.com/d_attachment/applsci/applsci-11-01573/article_deploy/applsci-11-01573-v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f6/5b/f65b2214f6b7fea910743894d405491f76622caf.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app11041573"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

MatriVasha: A Multipurpose Comprehensive Database for Bangla Handwritten Compound Characters [article]

Jannatul Ferdous, Suvrajit Karmaker, A K M Shahariar Azad Rabby, Syed Akhter Hossain
<span title="2020-05-06">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In recent years there have been application-based researches in machine learning, and deep learning, which is gained interest, and most notably is handwriting recognition because it has a tremendous application  ...  Currently, compound character recognition is an important topic due to its variant application, and helps to create old forms, and information digitization with reliability.  ...  Possible Uses of MatriVasha Dataset MatriVasha dataset can be used to the recognized compound character, and also use to some research fields like Bangla O.C.R., Deep learning, and machine learning.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2005.02155v2">arXiv:2005.02155v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3t3u5ps4dbgxhmzbavpstjqjzq">fatcat:3t3u5ps4dbgxhmzbavpstjqjzq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200511095157/https://arxiv.org/ftp/arxiv/papers/2005/2005.02155.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/32/56/32561aef945786b4469a7be46bf398cdeda6fb56.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2005.02155v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Handwritten Optical Character Recognition (OCR): A Comprehensive Systematic Literature Review (SLR) [article]

Jamshed Memon, Maira Sami, Rizwan Ahmed Khan
<span title="2020-01-01">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
During last decade, researchers have used artificial intelligence / machine learning tools to automatically analyze handwritten and printed documents in order to convert them into electronic format.  ...  Articles were searched using keywords, forward reference searching and backward reference searching in order to search all the articles related to the topic.  ...  learning methodology, SVM was one of the most robust technique for handwritten digit recognition, image classification, face detection, object detection, and text classification [74] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2001.00139v1">arXiv:2001.00139v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/p3rdutz35besxfxf7suozt7r2u">fatcat:p3rdutz35besxfxf7suozt7r2u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321022307/https://arxiv.org/pdf/2001.00139v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2001.00139v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Handwriting Text Recognition using Neural Networks

<span title="2019-12-10">2019</span> <i title="Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cj3bm7tgcffurfop7xzswxuks4" style="color: black;">VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE</a> </i> &nbsp;
In this paper we explore the methods used to recognize and detect handwritten text or words in different languages.  ...  The major method used to recognize text is the Convolutional neural network (CNN) as a deep learning classifier.  ...  , Bangla, Arabic, Gujarati and Hindi [9] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijitee.b7705.129219">doi:10.35940/ijitee.b7705.129219</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ojmum6lhunh5vaxrrbs7qbcs7q">fatcat:ojmum6lhunh5vaxrrbs7qbcs7q</a> </span>
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Form Scanner & Decoder : Conversion of Text from any Application Form and its Language Translation Using OCR

Harish Kumar, Anshal Prasad, Ninad Rane
<span title="2022-02-25">2022</span> <i title="Tejass Publishers"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ezm4lr6uezhi5pfgr6xkdexmgy" style="color: black;">IJARCCE</a> </i> &nbsp;
Hence, handwriting recognition and translation interpret the Hindi handwritten input from various handwritten sources, such as paper documents, forms, into digital form translated into English.  ...  Our work is on word recognition of handwritten Hindi characters and its implementation on handwritten forms.  ...  We also implemented sentiment analysis on feedback forms using random forest and NLP libraries and achieved an accuracy of 88%.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2022.11236">doi:10.17148/ijarcce.2022.11236</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/opz34gag5fcpzd3mr32xz34ygy">fatcat:opz34gag5fcpzd3mr32xz34ygy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220530094319/https://ijarcce.com/wp-content/uploads/2022/04/IJARCCE.2022.11236.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/34/f9/34f9c886cc3a907296a338238676c9921587c2f7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2022.11236"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Handwritten digit recognition of Indian scripts: A cascade of distances approach

Hubert Cecotti
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qm5nunzmyva4tfjekdcm34uvhq" style="color: black;">2015 International Joint Conference on Neural Networks (IJCNN)</a> </i> &nbsp;
We propose to evaluate the performance of single character recognition on three databases of Indian handwritten digits, each database corresponds to a popular Indian script: Bangla, Devnagari, and Oriya  ...  The recognition of handwritten digits remains a difficult problem, particularly in some scripts where there exists a large variation of style across writers.  ...  Ujjwal Bhattacharya for sharing the databases of Bangla, Devnagari, and Oriya 1 .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ijcnn.2015.7280451">doi:10.1109/ijcnn.2015.7280451</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ijcnn/Cecotti15.html">dblp:conf/ijcnn/Cecotti15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tmswlpfwifc3pgmdaqukfue5ky">fatcat:tmswlpfwifc3pgmdaqukfue5ky</a> </span>
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