Document page segmentation using neuro-fuzzy approach

Applied Soft Computing Journal

Volumn 8, Issue 1, 2008, Pages 118-126

  Caponetti, Laura ^a   Castiello, Ciro ^a   Górecki, Przemysław ^b  

^a UNIVERSITY OF BARI   (Italy)

^b UNIVERSITY OF WARMIA AND MAZURY IN OLSZTYN   (Poland)

Author keywords

Document analysis; Feature extraction; Multiresolution; Neuro fuzzy classification; Page segmentation

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA REDUCTION; FEATURE EXTRACTION; FUZZY LOGIC;

DOCUMENT ANALYSIS; NEURO-FUZZY CLASSIFICATION; PAGE SEGMENTATION;

IMAGE SEGMENTATION;

EID: 34548476740     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2006.11.008     Document Type: Article

References (26)

1. Baird H.S. Backgroud structure in document images. Int. J. Pattern Recognit. Artif. Intell. 8 (1994) 1013-1030
2. Baird H.S., Jones S.E., and Fortune S.J. Image segmentation by shape-directed covers. Proceedings of the International Conference Pattern Recognition (1990) 820-825
3. Castellano G., Castiello C., Fanelli A.M., and Mencar C. Knowledge discovering by a neuro-fuzzy modeling framework. Fuzzy Sets Syst. 149 1 (2005) 187-207
4. Castiello C., Castellano G., Caponetti L., and Fanelli A.M. Classifying image pixels by a neuro-fuzzy approach. Proceedings of the 10th IFSA World Congress (2003) 253-256
5. Chou W.-S. Classifying image pixels into shaped, smooth and textured points. Pattern Recognit. 32 (1999) 1697-1706
6. Cinque L., Lombardi L., and Manzini G. A multiresolution approach for page segmentation. Pattern Recognit. Lett. 19 (1998) 217-225
7. Cristianini N., and Shawe-Taylor J. An Introduction to Support Vector Machines and Other Kernel-based Learning Methods (2000), Cambridge University Press
8. Deng S., Latifi S., and Regentova E. Document segmentation using polynomial spline wavelets. Pattern Recognit. 34 12 (2001) 2533-2545
9. Fletcher A., and Kasturi R. A robust algorithm for text string separation from mixed text/graphics images. IEEE Trans. Pattern Anal. Mach. Intell. 10 (1998) 294-308
10. Giorgini F., Verrini A., and Dellepiane S. A fuzzy approach to segment document images. Proceedings of the 10th International Conference on Image Analysis and Processing ICIAP'99 (1999)
11. Jain A.K., and Yu B. Document representation and its application to page decomposition. IEEE Trans. Pattern Anal. Mach. Intell. 20 (1998) 294-308
12. Kasturi R., and O'Gorman L. Document image analysis techniques. Mach. Vis. Appl. 6 2-3 (1993) 67-68
13. Kise K., Sato A., and Iwata M. Segmentation of page images using the area Voronoi diagram. Comp. Vis. Image Understanding 70 (1998) 370-382
14. Lindeberg T. Scale-space Theory in Computer Vision (1994), Kluwer
15. Nagy G., and Seth S. Hierarchical representation of optically scanned documents. Proceedings of the International Conference Pattern Recognition (1984) 347-349
16. Nagy G., Seth S., and Viswanathan M. A prototype document image analysis system for technical journals. Computer 25 (1992) 10-22
17. Nagy G. Twenty years of document image analysis in PAMI. IEEE Tran. Pattern Anal. Mach. Intell. 22 1 (2000)
18. O'Gorman L. The document spectrum for page layout analysis. IEEE Trans. Pattern Anal. Mach. Intell. 15 (1993) 1162-1173
19. Pratt W.K. Digital Image Processing. third ed. (2001), Wiley-Interscience
20. Shi Z., and Govindaraju V. Line separation for complex document images using fuzzy runlength. Proceedings of the First International Workshop on Document Image Analysis for Libraries (DIAL'04) (2004)
21. Sun Y., Butler T.S., Shafarenko A., Adams R., Loomes M., and Davey N. Word segmentation of handwritten text using supervised classification techniques. Appl. Soft Comput. 7 1 (2007) 71-88
22. Tang Y.Y., Lee S.W., and Suen C.Y. Automatic document processing: a survey. Pattern Recognit. 29 (1996) 1931-1952
23. University of Oulu, Finland, Document Image Database, http://www.ee.oulu.fi/research/imag/document/.
24. Wahl F., Wong K., and Casey R. Block segmentation and text extraction in mixed text/image documents. Graph. Models Image Process 20 (1982) 375-390
25. Wang D., and Srihari S.N. Classification of newspaper image block using texture analysis. Comp. Vis. Graph. Image Process. 20 (1989) 327-352
26. Watt A., and Policarpo F. The Computer Image (1998), ACM Press