Efficient Feature Extraction Techniques for Offline Handwritten Gurmukhi Character Recognition

National Academy Science Letters - Tập 37 Số 4 - Trang 381-391 - 2014
Munish Kumar1, Rajendra K. Sharma2, Manish Kumar Jindal3
1Department of Computer Science, Panjab University Rural Centre, Muktsar, India
2School of Mathematics & Computer Applications, Thapar University, Patiala, India
3Department of Computer Science & Applications, Panjab University Regional Centre, Muktsar, India

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Lorigo LM, Govindaraju V (2006) Offline arabic handwriting recognition: a survey. IEEE Trans PAMI 28(5):712–724

Plamondon R, Srihari SN (2000) On-line and off- line handwritten character recognition: a comprehensive survey. IEEE Trans PAMI 22(1):63–84

Zhang TY, Suen CY (1984) A fast parallel algorithm for thinning digital patterns. Commun ACM 27(3):236–239

Hanmandlu M, Grover J, Madasu VK, Vasikarla S (2007) Input fuzzy for the recognition of handwritten Hindi numeral. In: Proceedings of the ITNG, pp 208–213

Kumar M, Sharma RK, Jindal MK (2011) SVM based offline handwritten Gurmukhi character recognition. In: Proceedings of the SCAKD, Vol 758, pp 51–62

Sharma DV, Jhajj P (2010) Recognition of isolated handwritten characters in Gurmukhi script. Int J Comput Appl 4(8):9–17

Sethi K, Chatterjee B (1976) Machine recognition of constrained hand-printed Devanagari numerals. J Inst Electr Telecom Eng 22:532–535

Bansal V, Sinha RMK (2000) Integrating knowledge sources in Devanagari text recognition. IEEE Trans Syst, Man Cybern 30(4):500–505

Sharma N, Pal U, Kimura F, Pal S (2006) Recognition of off-line handwritten Devanagari characters using quadratic classifier. In: Proceedings of the ICVGIP, pp 805–816

Pardeep J, Srinivasan E, Himavathi S (2010) Diagonal feature extraction based handwritten character system using neural network. Int J Comput Appl 8(9):17–22

Rajput GG, Mali SM (2010) Marathi handwritten numeral recognition using Fourier descriptors and normalized chain code. In: Proceedings of the recent trends in image processing and pattern recognition (RTIPPR), pp 141–145

Rodriguez JA, Perronnin F (2008) Local gradient histogram features for word spotting in unconstrained handwritten documents. In: Proceedings of the international conference on frontiers in handwriting recognition, pp 7–12

Basu S, Das N, Sarkar R, Kundu M, Nasipuri M, Basu DK (2009) A hierarchical approach to recognition of handwritten Bangla characters. Pattern Recognit 42(7):1467–1484

Garain U, Chaudhuri BB, Pal TT (2002) Online handwritten Indian script recognition: a human motor function based framework, In: Proceedings of the 16th international conference on pattern recognition (ICPR), Vol 3, pp 164–167

Roy K, Vajda S, Pal U, Chaudhuri BB (2004) A system towards Indian postal automation, In: Proceedings of the 9th international workshop on frontiers in handwriting recognition (IWFHR), pp 361–367

Sharma A, Kumar R, Sharma RK (2008) Online handwritten Gurmukhi character recognition using elastic matching. Int J Congr Image Signal Process 2:391–396

Kumar M, Jindal MK, Sharma RK (2011) Review on OCR for handwritten indian scripts character recognition. In: Proceeding of international conference on DPPR 2011, pp 268–276

Ashok J, Rajan EG (2011) Offline handwritten character recognition using radial basis function. Int J Adv Netw Appl 2(4):792–795

Pal U, Wakabayashi T, Kimura F (2007) Handwritten Bangla compound character recognition using gradient feature. In: Proceedings of the 10th international conference on information technology (ICIT), pp 208–213

Roy K, Alaei A, Pal U (2010) Word-wise handwritten Persian and Roman script identification. In: Proceedings of the international conference on frontiers in handwriting recognition (ICFHR), pp 628–633

Kumar D (2008) AI approach to hand written Devanagri script recognition. In: Proceedings of the IEEE region 10th international conference on EC3-energy,computer,communication and control systems, Vol 2, pp 229–237

Pal U, Wakabayashi T, Kimura F (2007) A system for off-line Oriya handwritten character recognition using curvature feature. In: Proceedings of 10th International Conference on Information Technology (ICIT), pp 227–229

Pal U, Wakabayashi T, Kimura F (2009) Comparative study of Devanagari handwritten character recognition using different feature and classifiers. In: Proceedings of 10th international conference document analysis and recognition (ICDAR ‘09), pp 1111–1115

Bhattacharya U, Shridhar M, Parui SK (2006) On recognition of handwritten Bangla characters. In: Proceedings of International Conference on Computer Vision, Graphics and Image Processing (ICVGIP), pp 817–828

Lehal GS, Singh C (2000) A Gurmukhi script recognition system. In: Proceedings of the 15th ICPR, pp 557–560

Jindal MK, Lehal GS, Sharma RK (2009) On segmentation of touching characters and overlapping lines in degraded printed Gurmukhi script. Int J Image Graph 9(3):321–353

http://en.wikipedia.org/wiki/Punjabi_language