Artificial Neural Networks for Document Analysis and Recognition

Bibliography on Layout Analysis
Subtopics:


All references on Layout Analysis:
[ACC+01] E. Appiani, F. Cesarini, A. M. Colla, M. Diligenti, M. Gori, S. Marinai, and G. Soda. Automatic document classification and indexing in high-voume applications. Int'l J. Doc. Anal. Rec., 4(2):69-83, 2001.
[AZ03] T. Andersen and W. Zhang. Features for neural net based region identification of newspaper documents. In ICDAR 03, pages 403-407, 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.
[CHP95] S. Chen, R.M. Haralick, and I.T. Phillips. Extraction of text layout structures on document images based on statistical characterization. In Proc. SPIE - Doc. Rec. II, pages 128-139, 1995.
[CLMS01] F. Cesarini, M. Lastri, S. Marinai, and G. Soda. Encoding of modified X-Y trees for document classification. In ICDAR 01, pages 1131-1136, 2001.
[CM00] P. Clark and M. Mirmehdi. Combining statistical measures to find image text regions. In ICPR 00, pages 450-453, 2000.
[CWLF96] L.-H. Chen, J.-Y. Wang, H.-Y. Liao, and K.-C. Fan. A robust algorithm for separation of chinese characters from line drawings. Image and Vision Computing, 14:753-761, 1996.
[CWS03a] Z. Chi, Q. Wang, and Q.-C. Siu. Hierarchical content classification and script determination for automatic document image processing. Pattern Recognition, 36:2483-2500, 2003.
[CWS03b] Z. Chi, Q. Wang, and W..C. Siu. Hierarchical content classification and script determination for automatic document image processing. Pattern Recognition, 36:2483-2500, 2003.
[DD95] A. Dengel and F. Dubiel. Clustering and classification of document structure -a machine learning approach-. In ICDAR 95, pages 587-591, 1995.
[Den93] A. Dengel. Initial learning of document structure. In ICDAR 93, pages 86-90, 1993.
[DR02] D. Dhanya and A.G. Ramakrishnan. Script identification in printed bilingual documents. In D. Lopresti, J. Hu, and R. Kashi, editors, International workshop on Document Analysis Systems, pages 13-24. Springer Verlag, LNCS 2423, 2002.
[dW94] W. P. de Waard. Neural techniques and postal code detection. PRL, 15(2):199 - 206, 1994.
[EDC97] K. Etemad, D. S. Doermann, and R. Chellappa. Multiscale segmentation of unstructured document pages using soft decision integration. IEEE TPAMI, 19(1):92-96, 1997.
[EI01] A.M. Elgammal and M.A. Ismail. Techniques for language identification for hybrid Arabic English document images. In ICDAR 01, pages 1100-1104, 2001.
[FGP98] A. Frosini, M. Gori, and L. Pistolesi. Number-plate recognition in practice: The role of neural networks. In F. Fogelman-Soulie and P. Gallinari, editors, Industrial Applications of Neural Networks, pages 249-254. World Scientific, 1998.
[FHD90] J. Fisher, S. Hinds, and K. D'Amato. A rule-based system for document image segmentation. In ICPR 90, pages 567-572, 1990.
[FK88] L.A. Fletcher and R. Kasturi. A robust algorithm for text string separation from mixed text/graphic images. IEEE TPAMI, 10(6):910-918, 1988.
[FL98] Kuo-Chin Fan and Jeng-Ming Lu. A feature point clustering approach to the recognition of form documents. Pattern Recognition, 31(9):1205-1220, September 1998.
[FLW94] Kuo-Chin Fan, Chih-Hwa Liu, and Yuan-Kai Wang. Segmentation and classification of mixed text/graphics/image documents. PRL, 15:1201-1209, 1994.
[FLWL95] Kuo-Chin Fan, Jeng-Ming Lu, Liang-Sheng Wang, and Hong-Yuan Liao. Extraction of characters from form documents by feature point clustering. PRL, 16:963-970, September 1995.
[FW95] Kuo-Chin Fan and Liang-Shen Wang. Classification of document blocks using density features and connectivity histogram. PRL, 16:955-962, 1995.
[HKW99] J. Hu, R. Kashi, and G. Wilfong. Document image layout comparison and classification. In ICDAR 99, pages 285-288, 1999.
[HL93] F. Hoenes and J. Lichter. Text string extraction within mixed-mode documents. In ICDAR 93, pages 655-659, 1993.
[Ish00] Y. Ishitani. Flexible and robust model matching based on association graph for form image understanding. Pattern Analysis and Applications, 3(2):104-119, 2000.
[ITW93] S. Imade, S. Tatsuta, and T. Wada. Segmentation and classification for mixed text/image documents using neural networks. In ICDAR 93, pages 930-934, 1993.
[IYI93] K Iwane, M. Yamaoka, and O. Iwaki. A functional classification approach to layout analysis of document images. In ICDAR 93, pages 778-781, 1993.
[JB92a] A. K. Jain and S. Bhattacharjee. Text segmentation using Gabor filters for automatic document processing. MVA, 5:169-184, 1992.
[JB92b] A.K. Jain and S. Bhattacharjee. Address block location on envelopes using gabor filters. Pattern Recognition, 25:1459-1477, 1992.
[JCA96] T. M. Jorgensen, S. S. Christensen, and A. W. Andersen. Detecting danger labels with ram-based neural networks. PRL, 17(4):399-412, 1996.
[JK96a] A. K. Jain and K. Karu. Learning texture discrimination masks. IEEE TPAMI, 18(2):195-205, 1996.
[JK96b] A.K. Jain and K. Karu. Learning texture discrimination masks. IEEE TPAMI, 18(2):195-204, 1996.
[Jun01] K. Jung. Neural network-based text location in color images. PRL, 22:1503-1515, 2001.
[JY98] A. K. Jain and B. Yu. Document representation and its application to page decomposition. IEEE TPAMI, 20(3):294-308, 1998.
[JZ96] A. K. Jain and Y. Zhong. Page segmentation using texture analysis. Pattern Recognition, 29(5):743-770, 1996.
[LCQ95] I. Leplumey, J. Camillerapp, and C. Queguiner. Kalman filter contributions towards document segmentation. In ICDAR 95, pages 765-769, 1995.
[LD00] H. Li and D. Doermann. A video text detection system based on automated training. In ICPR 00, pages 223-226, 2000.
[LLC96] J.Y. Lin, C.-W. Lee, and Z. Chen. Identification of business forms using relationships between adjacency frames. MVA, 9(2):56-64, 1996.
[LTW95a] D. X. Le, G. R. Thoma, and H. Wechsler. Classification of binary document images into textual or nontextual data blocks using neural network models. MVA, 8(5):289-504, 1995.
[LTW95b] D.X. Le, G. R. Thoma, and H. Wechsler. Document image analysis using integrated image neural processing. In ICDAR 95, pages 327-330, 1995.
[NS84] G. Nagy and S. Seth. Hierarchical representation of optically scanned documents. In ICPR 84, pages 347-349, 1984.
[NYI98] K. Nakamura, S. Yamamoto, and T. Itoh. Document image segmentation into text, continuous tone and screened-halftone region by the neural networks. In IS&T / SPIE, pages 358-361, 1998.
[O'G93] L. O'Gorman. The document spectrum for page layout analysis. IEEE TPAMI, 15(11):1162-1173, 1993.
[PPP03] A. Prelic, M. Pavan, and M. Pelillo. Matching of modified X-Y trees for document classification. In M. Gori and S. Marinai, editors, Proc. 1st IAPR-TC3 Workshop ANNPR, pages 62-66. ISBN 88-7957-221-0, 2003.
[PSP94] J.S. Payne, T.J. Stonham, and D. Patel. Document segmentation using texture analysis. In ICPR 94, pages 380-382, 1994.
[SC96] F. Y. Shih and S. S. Chen. Adaptive document block segmentation and classification. IEEE Trans. Systems, Man, and Cybernetics, 26(5):797-802, 1996.
[SD00] C. K. Shin and D. S. Doermann. Classification of document page images based on visual similarity of layout structures. In Proc. SPIE - Doc. Rec. Retr. VII, pages 182-190, 2000.
[SP98] C. Strouthopoulos and N. Papamarkos. Text identification for document image analysis using a neural network. Image and Vision Computing, 16(12/13):879-896, 1998.
[SPA02] C. Strouthopoulos, N. Papamarkos, and A.E. Atsalakis. Text extraction in complex color documents. Pattern Recognition, 35:1743-1758, 2002.
[SPAC01] C. Strouthopoulos, N. Papamarkos, A. Atsalakis, and C. Chamzas. Locating text in color documents. In Int. Conf. on Image Processing, pages 1066-1069, 2001.
[SPD99] G.I Sainz Palmero and Y.A. Dimitriadis. Structured document labelling and rule extraction using new recurrent fuzzy-neural systems. In ICDAR 99, pages 181-184, 1999.
[STY93] T. Saitoh, M. Tachikawa, and T. Yamaai. Document image segmentation and text area ordering. In ICDAR 93, pages 323-329, 1993.
[TAMI93] K. Takizawa, D. Arita, M. Minoh, and K. Ikeda. Extraction of character strings from unformed document images. In ICDAR 93, pages 660-663, 1993.
[TFP92] S. L. Taylor, R. Fritzson, and J. A. Pastor. Extraction of data from preprinted forms. MVA, 5(5):211-222, 1992.
[TLN95] S. L. Taylor, M. Lipshutz, and R. W. Nilson. Classification and functional decomposition of business documents. In ICDAR 95, pages 563-566, 1995.
[VGS02] S. Vitabile, A. Gentile, and F. Sorbello. A neural network based automatic road signs recognizer. In Int'l Joint Conference on Neural Networks, pages 2315-2320, 2002.
[WCW82] K. Y. Wong, R. G. Casey, and F. M. Wahl. Document analysis system. IBM Journal of Research and Development, 26(6):647-656, 1982.
[WCZ02] Q. Wang, Z. Chi, and R. Zhao. Hierarchical content classification and script determination for automatic document image processing. In ICPR 02, pages 77-80, 2002.
[WLS93] T. Watanabe, Q. Luo, and N. Sugie. Structure recognition methods for various types of documents. MVA, 6(6):163-176, 1993.
[WS89] D. Wang and S. N. Srihari. Classification of newspaper image blocks using texture analysis. Computer Vision, Graphics, and Image Processing, 47(3):327-352, 1989.
[WWC82] F.M. Wahl, K.Y. Wong, and R.G. Casey. Block segmentation and text extraction in mixed text/image documents. Computer Graphics and Image Processing, 20:375-390, 1982.
[XN99] Li Xuhong and P.A. Ng. Document classification and extraction system with learning ability. In ICDAR 99, pages 197-200, Bangalore, India, 1999.
[YTS95] J. Yuan, Y. Y. Tang, and C. Y. Suen. Four directional adjacency graphs (FDAG) and their application in locating fields in forms. In ICDAR 95, pages 752-755, 1995.
[YW94] H. Yan and J. Wu. Character and line extraction from color map images using a multi-layer neural network. PRL, 15(1):97-103, April 1994.

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