Artificial Neural Networks for Document Analysis and Recognition

Bibliography on Word Recognition
[AM97] A. Amin and W. Mansoor. Recognition of printed arabic text using neural networks. In ICDAR 97, pages 612-615, 1997.
[BBD+93] C. J. C. Burges, J. I. Ben, J. S. Denker, Y. LeCun, and C. R. Nohl. Off line recognition of handwritten postal words using Neural Network. IJPRAI, 7(4):689 - 704, August 1993.
[BD93] J. Bromley and J. S. Denker. Improving rejection performance on handwritten digits by training with rubbish. Neural Computation, 5(3):367-370, 1993.
[BLB97] L. Bottou, Y. LeCun, and Y. Bengio. Global training of document processing systems using graph transformer networks. In Computer Vision and Pattern Recognition, pages 489-494, 1997.
[BLH94] Y. Bengio, Y. LeCun, and D. Henderson. Globally trained handwritten word recognizer using spatial representation, space displacement neural networks and hidden markov models. In Proc. NIPS, pages 937-944, 1994.
[BV01] M. Blumenstein and B. Verma. Analysis of segmentation performance on the CEDAR database. In ICDAR 01, pages 1142-1146, 2001.
[CB03] C. Choisy and A. Belaid. Coupling of a local vision by markov field and a global vision by neural network for the recognition of handwritten word. In ICDAR 03, pages 849-853, 2003.
[CGMS95] F. Cesarini, M. Gori, S. Marinai, and G. Soda. A system for data extraction from forms of known class. In ICDAR 95, pages 1136-1140, 1995.
[CGMS98] F. Cesarini, M. Gori, S. Marinai, and G. Soda. INFORMys: A flexible invoice-like form reader system. IEEE TPAMI, 20(7):730-745, 1998.
[Chi92] J.H. Chiang. A hybrid neural network model in handwritten word recognition. Neural Networks, 11(2):337-346, 1992.
[CKS95] M. Y. Chen, A. Kundu, and S. N. Srihari. Variable duration hidden markov model and morphological segmentation for handwritten word recognition. IEEE Trans. Image Processing, 4(12):1675-1688, 1995.
[DFA00] M. Dehghan, K. Faez, and M. Ahmadi. A hybrid handwritten word recognition using self-organizing feature map, discrete HMM, and evolutionary programming. In Int'l Joint Conference on Neural Networks, pages 515-520, 2000.
[DS95] J.-P. Dodel and R. Shinghal. Symbolic/neural recognition of cursive amounts on bank cheques. In ICDAR 95, pages 15-18, 1995.
[DSA01] M.E. Dehkordi, N. Sherkat, and T. Allen. Prediction of handwriting legibility. In ICDAR 01, pages 997-1001, 2001.
[EJH97] B. Eastwood, A. Jennings, and A. Harvey. A low level feature based neural network segmenter for fully cursive handwritten words. In ICDAR 97, page 523, 1997.
[FI93] K. Fukushima and T. Imagawa. Recognition and segmentation of connected characters with selective attention. Neural Networks, 6(1):33-42, 1993.
[Gal91] S.I. Gallant. A practical approach for representing context and for performing word sense disambiguation using neural networks. Neural Computation, 3(3):293-309, 1991.
[GKK+97] P.D. Gader, J.M. Keller, R. Krishnapuram, J.H. Chiang, and M. Mohamed. Neural and fuzzy methods in handwriting recognition. Computer, pages 79-86, February 1997.
[GLL95] M. Gilloux, B. Lemarié, and M. Leroux. A hybrid radial basis function network/hidden markov model handwritten word recognition system. In ICDAR 95, pages 394-397, 1995.
[GMC95] P. D. Gader, M. Mohamed, and J.-H. Chiang. Comparison of crisp and fuzzy character neural networks in handwritten word recognition. IEEE Trans. Fuzzy Systems, 3(3):357-363, 1995.
[GMC97] P.D. Gader, M. Mohamed, and H.H. Chiang. Handwritten word recognition with character and inter-character neural networks. IEEE Trans. Systems, Man, and Cybernetics, pages 158-164, 1997.
[GWGH95] P.D. Gader, M. Whalen, M. Ganzberger, and D. Hepp. Handprinted word recognition on a nist data set. MVA, 8(1):31-40, 1995.
[HH97] C.L. Huang and W.Y. Huang. Sign language recognition using model-based tracking and a 3D Hopfield neural network. MVA, 10(5-6):292-307, 1997.
[JK99] K.C. Jung and H.J. Kim. Korean character recognition using a TDNN and an HMM. PRL, 20:551-563, 1999.
[KA98] S. Knerr and E. Augustin. A neural network-hidden markov model hybrid for cursive word recognition. In ICPR 98, pages 1518-1520, 1998.
[KD95] S.-H. Kim and J.-I. Doh. Off-line recognition of korean scripts using distance matching and neural classifiers. In ICDAR 95, pages 34-37, 1995.
[KG98] G. Kim and V. Govindaraju. Handwritten phrase recognition as applied to street name images. Pattern Recognition, 31:41-51, 1998.
[KK90] B.R. Kammerer and W.A. Kupper. Experiments for isolated-word recognition with single- and two-layer perceptrons. Neural Networks, 3(6):693-706, 1990.
[KKS00] J. H. Kim, K. K. Kim, and C. Y. Suen. An HMM-MLP hybrid model for cursive script recognition. PAA, 3(4):314-324, 2000.
[KR92] J. Keeler and D.E. Rumelhart. A self-organizing integrated segmentation and recognition neural network. In Proc. NIPS, pages 496-503, San Mateo, CA, 1992.
[Kun97] A. Kundu. Handwritten word recognition using Hidden Markov Model. In Handbook of character recognition and document image analysis, pages 157-182. World Scientific, 1997.
[LB94] Y. LeCun and Y. Bengio. Word-level training of a handwritten word recognizer based on convolutional neural networks. In ICPR 94, pages 88-92, 1994.
[LBBH98] Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner. Gradient-based learning applied to document recognition. Proc. IEEE, 86(11):2278-2324, 1998.
[LCC98] T. Lee, P.C. Ching, and L.-W. Chan. Isolated word recognition using modular recurrent neural networks. Pattern Recognition, 31(6):751-760, 1998.
[LCS02] Z. Lu, A. Chi, and W.-C. Siu. Extraction and optimization of B-spline PBD templates for recognition of connected handwritten digit strings. IEEE TPAMI, 24(1):132-139, 2002.
[LG02] J. Liu and P.D. Gader. Neural networks with enhanced outlier rejection ability for off-line handwritten word recognition. Pattern Recognition, 35:2061-2071, 2002.
[LL95] S.-W. Lee and E.-J. Lee. Integrated segmentation and recognition of connected handwritten characters with recurrent neural network. In ICDAR 95, pages 413-416, 1995.
[LL96] S. W. Lee and E. J. Lee. Integrated segmentation and recognition of connected handwritten characters with recurrent neural network. In Proc. SPIE - Doc. Rec. III, pages 251-261, 1996.
[LMB+90] Y. LeCun, O. Matan, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard, L. D. Jackel, and H. S. Baird. Handwritten zip code recognition with multilayer networks. In ICPR 90, pages 35-40, 1990.
[LMR97] B. Lazzerini, F. Marcelloni, and L.M. Reyneri. Beatrix: a self-learning system for off-line recognition of handwritten texts. PRL, 18(6):583-594, 1997.
[MA02] M.B. Menhaj and M. Adab. Simultaneous segmentation and recognition of farsi/latin printed text with MLP. In Int'l Joint Conference on Neural Networks, volume 2, pages 1534-1539, 2002.
[Mak91] R. Makwana. Handwritten word recognition using local line orientations and associative memories. In ICDAR 91, pages 576-584, 1991.
[Mar93] G.L. Martin. Centered-object integrated segmentation and recognition of overlapping handprinted characters. Neural Computation, 5(3):419-429, 1993.
[MBLD92] O. Matan, J. C. Burges, Y. LeCun, and J. S. Denker. Multi-digit recognition using a space displacement neural network. In Proc. NIPS, pages 488-495, 1992.
[MG96] M. Mohamed and P.D. Gader. Handwritten word recognition using segmentation-free hidden markov modeling and segmentation-based dynamic programming techniques. IEEE TPAMI, 18(5):548-554, 1996.
[MMCP93] G. L. Martin, R. Mosfeq, D. Chapman, and J. A. Pittman. Learning to see where and what: training a net to make saccades and recognize handwritten characters. In Proc. NIPS, pages 441-447, 1993.
[MRP93] G.L. Martin, M. Rashid, and J.A. Pitman. Integrated segmentation and recogition through exaustive scans or learned scaccadic jumps. IJPRAI, 7(4):813-847, 1993.
[NCC97] L. Navoni, R. Canegallo, and M. Chinosi. Word recognition using associative memory. In ICDAR 97, pages 97-101, 1997.
[PSH+93] B. Plessis, A. Sicsu, L. Heutte, E. Menu, E. Lecolinet, O. Debon, and J-V. Moreau. A multi-classifier combination strategy the recognition of handwritten cursive words. In ICDAR 93, pages 642-645, 1993.
[RPL00] J. Ruiz-Pinales and E. Lecolinet. Cursive handwriting recognition using the Hough transform and a neural network. In ICPR 00, volume 2, pages 231-234, 2000.
[RPL02] J. Ruiz-Pinales and E. Lecolinet. A new receptive system for the recognition of cursive handwriting. In ICPR 02, volume 3, pages 53-56, 2002.
[SB94] J.C. Simon and O. Baret. A system for the recognition of handwritten literal amounts of checks. In International workshop on Document Analysis Systems, pages 135-155, 1994.
[SF93] A. W. Senior and F. Fallside. An off-line cursive script recognition system using recurrent error propagation networks. In International Workshop on Frontiers in Handwriting Recognition, pages 132-141, 1993.
[SG97] Z.X. Shi and V. Govindaraju. Segmentation and recognition of connected handwritten numeral strings. Pattern Recognition, 30(9):1501-1504, 1997.
[SJ98] M. Schenkel and M. Jabri. Low resolution, degraded document recognition using neural networks and hidden markov models. PRL, 19(3-4):365-371, 1998.
[SRI99] T. Steinherz, E. Rivlin, and N. Intrator. Offline cursive script word recognition - a survey. Int'l J. Doc. Anal. Rec., 2(2/3):90-110, 1999.
[SSE96] R. Seiler, M. Schenkel, and F. Eggimann. Off-line cursive handwriting recognition compared with on-line recognition. In ICPR 96, pages 505-509, 1996.
[SSN96] G. Seni, R.K. Srihari, and N. Nasrabadi. Large vocabulary recognition of on-line handwritten cursive words. IEEE TPAMI, 18(7):757-762, 1996.
[ST96] A. Shustorovich and C. W. Thrasher. Neural network positioning and classification of handwritten characters. Neural Networks, 9(4):685-693, 1996.
[TLK+01] Y. H. Tay, P.M. Lallican, M. Khalid, S. Knerr, and C. Viard-Gaudin. An analytical handwritten word recognition system with word-level discriminant training. In ICDAR 01, pages 726-730, 2001.
[WSG+94] H. Weissman, M. Schenkel, I. Guyon, C. Nohl, and D. Henderson. Recognition-based segmentation of off-line run-on handprinted words: Input vs. output segmentation. Pattern Recognition, 27(3):405-420, March 1994.


This file has been generated by bibtex2html 1.52

Go to main ANNxDAR Bibliography page.

Go to Simone Marinai Home page.