Title: Online Bangla Handwriting Recognition System
Abstract: Advances in Pattern Recognition, pp. 117-122 (2006) No AccessOnline Bangla Handwriting Recognition SystemK. Roy, N. Sharma, T. Pal, and U. PalK. RoyDept. of Computer Science, West Bengal University of Technology, BF 142, Saltlake, Kolkata-700 064, India, N. SharmaComputer Vision and Pattern Recognition Unit, Indian Statistical Institute, Kolkata-700 108, India, T. PalComputer Vision and Pattern Recognition Unit, Indian Statistical Institute, Kolkata-700 108, India, and U. PalComputer Vision and Pattern Recognition Unit, Indian Statistical Institute, Kolkata-700 108, Indiahttps://doi.org/10.1142/9789812772381_0018Cited by:14 PreviousNext AboutSectionsPDF/EPUB ToolsAdd to favoritesDownload CitationsTrack CitationsRecommend to Library ShareShare onFacebookTwitterLinked InRedditEmail Abstract: Handwriting recognition is a difficult task because of the variability involved in the writing styles of different individuals. This paper presents a scheme for the online handwriting recognition of Bangla script. Online handwriting recognition refers to the problem of interpretation of handwriting input captured as a stream of pen positions using a digitizer or other pen position sensor. The sequential and dynamical information obtained from the pen movements on the writing pads are used as features in our proposed scheme. These features are then fed to the quadratic classifier for recognition. We tested our system on 2500 Bangla numeral data and 12500 Bangla character data and obtained 98.42% accuracy on numeral data and 91.13% accuracy on character data from the proposed system. Keywords: Online RecognitionIndian ScriptBanglaModified quadratic discriminant function FiguresReferencesRelatedDetailsCited By 14Online handwritten Gurmukhi word recognition using fine-tuned Deep Convolutional Neural Network on offline featuresSukhdeep Singh, Anuj Sharma and Vinod Kumar Chauhan1 Sep 2021 | Machine Learning with Applications, Vol. 5Handwritten Bangla Character Recognition Using Deep Convolutional Neural Network: Comprehensive Analysis on Three Complete DatasetsM. Mashrukh Zayed, S. M. Neyamul Kabir Utsha and Sajjad Waheed17 December 2020Online Bangla handwritten word recognition using HMM and language modelShibaprasad Sen, Ankan Bhattacharyya, Mridul Mitra, Kaushik Roy and Sudip Kumar Naskar et al.24 October 2019 | Neural Computing and Applications, Vol. 32, No. 14Deep Learning-Based Bangla Isolated Character Recognition from Online and Offline DataHimadri Mukherjee, Shibaprasad Sen, Ankita Dhar, Sk. Md. Obaidullah and Kaushik Roy17 November 2020Bangla Handwritten Character Recognition using Convolutional Neural Network with Data AugmentationRumman Rashid Chowdhury, Mohammad Shahadat Hossain, Raihan ul Islam, Karl Andersson and Sazzad Hossain1 May 2019DFA-Based Online Bangla Character RecognitionShibaprasad Sen, Dwaipayan Shaoo, Mridul Mitra, Ram Sarkar and Kaushik Roy9 May 2018Online Handwritten Bangla Character Recognition Using CNN: A Deep Learning ApproachShibaprasad Sen, Dwaipayan Shaoo, Sayantan Paul, Ram Sarkar and Kaushik Roy11 April 2018Design of Novel Feature Vector for Recognition of Online Handwritten Bangla Basic Characters Shibaprasad Sen, Ankan Bhattacharyya, Avik Das, Ram Sarkar and Kaushik Roy23 November 2016A Simple and Effective Technique for Online Handwritten Bangla Character RecognitionShibaprasad Sen, Ram Sarkar and Kaushik Roy25 October 2015Comparative performance analysis of stroke correspondence search methods for stroke-order free online multi-stroke character recognitionWenjie Cai, Seiichi Uchida and Hiroaki Sakoe7 July 2014 | Frontiers of Computer Science, Vol. 8, No. 5Improved BLSTM Neural Networks for Recognition of On-Line Bangla Complex WordsVolkmar Frinken, Nilanjana Bhattacharya, Seiichi Uchida and Umapada Pal1 Jan 2014A System for Bangla Online Handwritten TextNilanjana Bhattacharya, Umapada Pal and Fumitaka Kimura1 Aug 2013Stroke Segmentation and Recognition from Bangla Online Handwritten TextNilanjana Bhattacharya and Umapada Pal1 Sep 2012Segmentation of Online Bangla Handwritten WordRajib Ghosh, Debnath Bhattacharyya and Samir Kumar Bandyopadhyay1 Mar 2009 Advances in Pattern RecognitionMetrics History KeywordsOnline RecognitionIndian ScriptBanglaModified quadratic discriminant functionPDF download
Publication Year: 2006
Publication Date: 2006-12-01
Language: en
Type: article
Indexed In: ['crossref']
Access and Citation
Cited By Count: 24
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