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Volumn 35, Issue 7, 1996, Pages 1854-1861

Page segmentation for document image analysis using a neural network

Author keywords

Artificial neural networks; Convolution; Document page segmentation; Entropy thresholding; Texture analysis

Indexed keywords


EID: 0003229466     PISSN: 00913286     EISSN: None     Source Type: Journal    
DOI: 10.1117/1.600618     Document Type: Article
Times cited : (7)

References (38)
  • 1
    • 0010953450 scopus 로고
    • Document image analysis systems
    • L. O'Gorman and R. Kasturi, "Document image analysis systems," IEEE Computer 25, 5-8 (1992).
    • (1992) IEEE Computer , vol.25 , pp. 5-8
    • O'Gorman, L.1    Kasturi, R.2
  • 3
    • 0039369993 scopus 로고
    • Automatic analysis and understanding of documents
    • C. H. Chen, L. F. Pau and P. S. P. Wang, Eds., World Scientific Publishing, River Edge, NJ
    • Y. Y. Tang, C. D. Yan, M. Cheriet, and C. Y. Suen, "Automatic analysis and understanding of documents," in Handbook of Pattern Recognition and Computer Vision, C. H. Chen, L. F. Pau and P. S. P. Wang, Eds., pp. 625-654, World Scientific Publishing, River Edge, NJ (1993).
    • (1993) Handbook of Pattern Recognition and Computer Vision , pp. 625-654
    • Tang, Y.Y.1    Yan, C.D.2    Cheriet, M.3    Suen, C.Y.4
  • 4
    • 18844410296 scopus 로고
    • Special section on "From numerical to symbolic image processing: Systems and applications
    • G. Vernazza, Ed., Special section on "From numerical to symbolic image processing: systems and applications," Opt. Eng. 32(6) (1993).
    • (1993) Opt. Eng. , vol.32 , Issue.6
    • Vernazza, G.1
  • 5
    • 0021644316 scopus 로고
    • Document segmentation and coding techniques
    • M. Nadler, "Document segmentation and coding techniques," Comp. Vis. Graphics Image Proc. 28, 240-262 (1984).
    • (1984) Comp. Vis. Graphics Image Proc. , vol.28 , pp. 240-262
    • Nadler, M.1
  • 6
    • 0001054673 scopus 로고
    • Document image analysis: A bibliography
    • R. Kasturi and L. O'Gorman, "Document image analysis: a bibliography," Machine Vision Appl. 5, 231-243 (1992).
    • (1992) Machine Vision Appl. , vol.5 , pp. 231-243
    • Kasturi, R.1    O'Gorman, L.2
  • 7
    • 0024681434 scopus 로고
    • Analysis of textual images uses Hough transform
    • S. N. Srihari and V. Govindaraju, "Analysis of textual images uses Hough transform," Machine Vision Appl. 2, 141-153 (1989).
    • (1989) Machine Vision Appl. , vol.2 , pp. 141-153
    • Srihari, S.N.1    Govindaraju, V.2
  • 10
    • 0020330528 scopus 로고
    • Block segmentation and text extraction in mixed text/image documents
    • F. M. Wahl, K. Y. Wong, and R. G. Casey, "Block segmentation and text extraction in mixed text/image documents," Comp. Vis. Graphics Image Proc. 20, 375-390 (1982).
    • (1982) Comp. Vis. Graphics Image Proc. , vol.20 , pp. 375-390
    • Wahl, F.M.1    Wong, K.Y.2    Casey, R.G.3
  • 12
    • 0024855667 scopus 로고
    • Classification of newspaper image blocks using texture analysis
    • D. Wang and S. N. Srihari, "Classification of newspaper image blocks using texture analysis," Computer Vis. Graphics Image Proc. 47, 327-352 (1989).
    • (1989) Computer Vis. Graphics Image Proc. , vol.47 , pp. 327-352
    • Wang, D.1    Srihari, S.N.2
  • 13
    • 0041543841 scopus 로고
    • Document segmentation using texture analysis
    • IEEE Computer Society Press, Los Alamitos, CA
    • J. Payne, T. J. Stonham, and D. Patel, "Document segmentation using texture analysis," Proc. 11th Int. Conf. on Pattern Recognition, pp. 380-382, IEEE Computer Society Press, Los Alamitos, CA (1994).
    • (1994) Proc. 11th Int. Conf. on Pattern Recognition , pp. 380-382
    • Payne, J.1    Stonham, T.J.2    Patel, D.3
  • 14
    • 0001248329 scopus 로고
    • Text segmentation using Gabor filters for automatic document processing
    • A. K. Jain and S. Bhattacharjee, "Text segmentation using Gabor filters for automatic document processing," Machine Vis. Appl. 5, 169-184 (1992).
    • (1992) Machine Vis. Appl. , vol.5 , pp. 169-184
    • Jain, A.K.1    Bhattacharjee, S.2
  • 15
    • 0022098435 scopus 로고
    • Uncertainty relation for resolution in space, spatial frequency and orientation optimised by two-dimensional visual cortical filters
    • J. Daugman, "Uncertainty relation for resolution in space, spatial frequency and orientation optimised by two-dimensional visual cortical filters," J. Opt. Soc. Am. A/2, 1160-1169 (1985).
    • (1985) J. Opt. Soc. Am. , vol.A-2 , pp. 1160-1169
    • Daugman, J.1
  • 16
    • 0027148493 scopus 로고
    • Determining gabor-filter parameters for texture segmentation
    • D. F. Dunn, W. E. Higgins, and J. Wakely, "Determining Gabor-filter parameters for texture segmentation," Proc. SPIE 1826, 51-63 (1992).
    • (1992) Proc. SPIE , vol.1826 , pp. 51-63
    • Dunn, D.F.1    Higgins, W.E.2    Wakely, J.3
  • 17
    • 0029213605 scopus 로고
    • An accurate set-up for gabor parameters for texture classification
    • D. Patel and T. J. Stonham, "An accurate set-up for Gabor parameters for texture classification," Proc. SPIE 2501, 1575-1582 (1995).
    • (1995) Proc. SPIE , vol.2501 , pp. 1575-1582
    • Patel, D.1    Stonham, T.J.2
  • 18
    • 0013189751 scopus 로고
    • Segmentation of text/image documents using texture approaches
    • T. Randen and J. H. Husrfy, "Segmentation of text/image documents using texture approaches," Proc. NOBIM Conf., pp. 60-67 (1994).
    • (1994) Proc. NOBIM Conf. , pp. 60-67
    • Randen, T.1    Husrfy, J.H.2
  • 19
    • 18844405721 scopus 로고
    • Multi-scale document page segmentation using soft decision integration
    • Univ. of Maryland, College Park, MD March
    • K. Etemad, D. S. Doerman, and R. Chellappa, "Multi-scale document page segmentation using soft decision integration," Technical Report, CS-TR-3444, Univ. of Maryland, College Park, MD (March 1995).
    • (1995) Technical Report, CS-TR-3444
    • Etemad, K.1    Doerman, D.S.2    Chellappa, R.3
  • 20
    • 84989506064 scopus 로고
    • Image and document processing techniques for RightPages electronic library system
    • IEEE Computer Society Press, Los Alamitos, CA
    • L. O'Gorman, "Image and document processing techniques for RightPages electronic library system," Proc. 10th Int. Conf. on Pattern Recognition, pp. 260-263, IEEE Computer Society Press, Los Alamitos, CA (1992).
    • (1992) Proc. 10th Int. Conf. on Pattern Recognition , pp. 260-263
    • O'Gorman, L.1
  • 22
    • 0027700869 scopus 로고
    • High confidence visual recognition of persons by a test of statistical confidence
    • J. Daugman, "High confidence visual recognition of persons by a test of statistical confidence," IEEE Pattern Anal. Mach. Intell. 15, 1148-1161 (1993).
    • (1993) IEEE Pattern Anal. Mach. Intell. , vol.15 , pp. 1148-1161
    • Daugman, J.1
  • 24
    • 0003112904 scopus 로고
    • Texture analysis
    • C. H. Chen, L. F. Pau, and P. S. P. Wang, Eds., World Scientific Publishing, River Edge, NJ
    • M. Tuceryan and A. K. Jain, "Texture analysis," in Handbook of Pattern Recognition and Computer Vision, C. H. Chen, L. F. Pau, and P. S. P. Wang, Eds., pp. 235-276, World Scientific Publishing, River Edge, NJ (1993).
    • (1993) Handbook of Pattern Recognition and Computer Vision , pp. 235-276
    • Tuceryan, M.1    Jain, A.K.2
  • 25
    • 0010025883 scopus 로고
    • Visual analyses of texture in the detection and recognition of objects
    • B. S. Lipkin and A. Rosenfeld, Eds., Academic Press, New York
    • R. M. Pickett, "Visual analyses of texture in the detection and recognition of objects," in Picture Processing and Psychopictorics, B. S. Lipkin and A. Rosenfeld, Eds., pp. 289-307, Academic Press, New York (1970).
    • (1970) Picture Processing and Psychopictorics , pp. 289-307
    • Pickett, R.M.1
  • 26
    • 0025198768 scopus 로고
    • Texture feature performance for image segmentation
    • J. M. H. Du Buf, M. Kardan, and M. Spann, "Texture feature performance for image segmentation," Pattern Recog. 23, 291-309 (1990).
    • (1990) Pattern Recog. , vol.23 , pp. 291-309
    • Du Buf, J.M.H.1    Kardan, M.2    Spann, M.3
  • 28
    • 0030163956 scopus 로고    scopus 로고
    • The use convolution operators for detecting contaminants in food images
    • [in press]
    • D. Patel, E. R. Davies, and I. Hannah, "The use convolution operators for detecting contaminants in food images," Pattern Recog. (1996) [in press].
    • (1996) Pattern Recog.
    • Patel, D.1    Davies, E.R.2    Hannah, I.3
  • 29
    • 0004282725 scopus 로고
    • PhD dissertation, University of Southern California, Los Angeles, CA
    • K. I. Laws, "Textured image segmentation," PhD dissertation, University of Southern California, Los Angeles, CA (1980).
    • (1980) Textured Image Segmentation
    • Laws, K.I.1
  • 30
    • 0024883243 scopus 로고
    • Optimal unsupervised learning in a single-layer linear feedforward neural network
    • T. D. Sanger, "Optimal unsupervised learning in a single-layer linear feedforward neural network," Neural Networks 2, 459-473 (1989).
    • (1989) Neural Networks , vol.2 , pp. 459-473
    • Sanger, T.D.1
  • 32
    • 0002399288 scopus 로고
    • Neural networks, principal components and subspaces
    • E. Oja, "Neural networks, principal components and subspaces," Int. J. Neural Systems 1, 61-68 (1989).
    • (1989) Int. J. Neural Systems , vol.1 , pp. 61-68
    • Oja, E.1
  • 33
    • 84956074083 scopus 로고
    • A self-organising network for principal component analysis
    • J. Rubner and P. Tavan, "A self-organising network for principal component analysis," Europhysics Lett. 10, 693-698 (1989).
    • (1989) Europhysics Lett. , vol.10 , pp. 693-698
    • Rubner, J.1    Tavan, P.2
  • 35
    • 0020812143 scopus 로고
    • Characterisation of textures by eigenfilters
    • F. Ade, "Characterisation of textures by eigenfilters," Signal Proc. 8, 451-457 (1983).
    • (1983) Signal Proc. , vol.8 , pp. 451-457
    • Ade, F.1
  • 36
    • 0024855650 scopus 로고
    • Automatic thresholding of gray-level pictures using two-dimensional entropy
    • A. S. Abutaleb, "Automatic thresholding of gray-level pictures using two-dimensional entropy," Comp. Vis. Graphics Image Proc. 47, 22-32 (1989).
    • (1989) Comp. Vis. Graphics Image Proc. , vol.47 , pp. 22-32
    • Abutaleb, A.S.1
  • 37
    • 18844389774 scopus 로고
    • Image Inspection Ltd., Epsom, Surrey, UK
    • Centurion Data Sheet, Image Inspection Ltd., Epsom, Surrey, UK (1994).
    • (1994) Centurion Data Sheet
  • 38
    • 0029513515 scopus 로고
    • Crucial issues in the design of a real-time contaminant detection system for food products
    • E. R. Davies, D. Patel and A. I. C. Johnstone, "Crucial issues in the design of a real-time contaminant detection system for food products," Real-Time Imaging 1(6), 397-407 (1995).
    • (1995) Real-Time Imaging , vol.1 , Issue.6 , pp. 397-407
    • Davies, E.R.1    Patel, D.2    Johnstone, A.I.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.