Image extraction in digital documents

Journal of Electronic Imaging

Volumn 17, Issue 3, 2008, Pages

  Won, Chee Sun ^a  

^a Dongguk University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

BEST FIT; BLOCK CLASSIFICATION; BLOCK SIZES; CLASS LABELS; DIGITAL DOCUMENTS; DOCUMENT SEGMENTATION; ERROR RATE; GRAY-LEVEL; IMAGE EXTRACTION; IMAGE REGIONS; INITIAL CONFIGURATION; MAXIMUM A POSTERIORI; OPTIMAL SIZE; ORTHOGONAL BASIS VECTORS; RELAXATION ALGORITHM; SEGMENTATION METHODS; SUB-BLOCKS; TEXT LINES; TEXT REGION;

IMAGE PROCESSING; OPTIMIZATION;

INFORMATION RETRIEVAL SYSTEMS;

EID: 70350648474     PISSN: 10179909     EISSN: 1560229X     Source Type: Journal    
DOI: 10.1117/1.2970151     Document Type: Article

References (20)

1. G. Nagy, "Twenty years of document image analysis in PAMI," IEEE Trans. Pattern Anal. Mach Intell., 22(1), 38-62 (2000).
2. S. Mao and T. Kanungo, "Empirical performance evaluation methodology and its application to page segmentation algorithms," IEEE Trans. Pattern Anal. Mach Intell., 23(3), 242-256 (2001).
3. L. Cinque, S. Levialdi, and A. Malizia, "A system for the automatic layout segmentation and classification of digital documents," Proc. of 12th Int. Conf. on Image Analysis and Processing (ICIAP03), Mantova, Italy, pp. 201-206, IEEE (2003).
4. C. Shin, D. Doermann, and A. Rosenfeld, "Classification of document pages using structure-based features," Int. J. Document Anal. Recogn. 3, 232-247 (2001).
5. J. Hu, R. Kashi, and G. Wilfong, "Document image layout comparison, and classification," Proc. of 5th Int. Conf. on Document Analysis and Recognition (ICDAR99), Bangalore, India, pp. 285-288, IEEE (1999).
6. T. D. Pham, "Unconstrained logo detection in document images," Pattern Recogn., 36, 3023-3025 (2003).
7. B. S. Manjunath, P. Salembier, and T. Sikora, Introduction to MPEG-7, Wiley, Hoboken, NJ (2002).
8. M. Acharyya and K. Kundu "Document image segmentation using wavelet scale-space features," IEEE Trans. Circuits Syst. Video Technol., 12(12), 1117-1127 (2002).
9. K. Varma and A. Bell, "JPEG2000-Choices and tradeoffs for encoders," IEEE Signal Process. Mag., 70-75 (2004).
10. JPEG 2000 Part 6 (Compound) jpm File Format, http://www. digitalpreservation.gov/formats/fdd/fdd000144.shtml).
11. K. Jung and R. Seiler, "Segmentation and compression of documents with JPEG2000," IEEE Trans. Consum. Electron., 49(4), 802-807 (2003).
12. S. Sural and P. K. Das, "A two-step algorithm and its parallelization for the generation of minimum containing rectangulars for document image segmentation," Proc. of Int. Conf. on Document Analysis and Recognition (ICDAR99), Bangalore, India, pp. 173-176, IEEE (1999).
13. H. Choi and R. G. Baraniuk, "Multiscale image segmentation using wavelet-domain hidden Markov models," IEEE Trans. Image Process., 10(9), 1309-1321 (2001).
14. J. Li, A. Naimi, and R. M. Gray, "Image classification, by a twodimensional hidden. Markov model," IEEE Trans. Signal Process., 48(2), 517-533, (2000).
15. C. S. Won, "A block-based MAP segmentation for image compressions," IEEE Trans. Circuits Syst. Video Technol., 8(5), 592-601 (1998).
16. J. Vaisey and A. Gersho "Image compression with variable block size segmentation," IEEE Trans. Signal Process., 40, 2040-2060 (1992).
17. Y. Wang, I. Phillips, and R. Haralick, "Document zone content classification and its performance evaluation," Pattern Recogn., 39(1), 57-73 (2006).
18. C. S. Won and R. M. Gray, Stochastic Image Processing, Kluwer, Dordrecht (2004).
19. M. Diligenti, P. Frasconi, and M. Gori, "Hidden tree Markov models for document Image classification," IEEE Trans. Pattern Anal. Mach Intell, 25(4), 519-523 (2003).
20. J. Sauvola and H. Kauniskangas, Media Team Document Database II, 〈http://www.mediateam.oulu.fi/downloads/MTDB/〉, University of Oulu, Finland (1999).